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| 06792d862e |
@@ -6,11 +6,13 @@
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## Orientation
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- **live_sha** (Dalidou `/health` build_sha): `38f6e52`
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- **last_updated**: 2026-04-11 by Claude (Day 1+2 eval on working branch, Day 4 gate escalated)
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- **main_tip**: `d9dc55f` (unchanged; Day 1+2 artifacts live on `claude/extractor-eval-loop @ 7d8d599`)
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- **test_count**: 264 passing
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- **harness**: `6/6 PASS` (`python scripts/retrieval_eval.py` against live Dalidou)
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- **live_sha** (Dalidou `/health` build_sha): `39d73e9`
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- **last_updated**: 2026-04-12 by Claude (Wave 2 ingestion + R6 fix deployed)
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- **main_tip**: `39d73e9`
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- **test_count**: 280 passing
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- **harness**: `16/18 PASS` (p06-firmware-interface = R7 ranking tie; p06-tailscale = chunk bleed)
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- **active_memories**: 36 (p06-polisher 16, p05-interferometer 6, p04-gigabit 5, atocore 5, other 4)
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- **project_state_entries**: p04=6, p05=7, p06=7 (Wave 2 added 8 new entries)
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- **off_host_backup**: `papa@192.168.86.39:/home/papa/atocore-backups/` via cron env `ATOCORE_BACKUP_RSYNC`, verified
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## Active Plan
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@@ -123,9 +125,17 @@ One branch `codex/extractor-eval-loop` for Day 1-5, a second `codex/retrieval-ha
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| R2 | Codex | P1 | src/atocore/context/builder.py | Project memories excluded from pack | fixed | Claude | 2026-04-11 | 8ea53f4 |
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| R3 | Claude | P2 | src/atocore/memory/extractor.py | Rule cues (`## Decision:`) never fire on conversational LLM text | open | Claude | 2026-04-11 | |
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| R4 | Codex | P2 | DEV-LEDGER.md:11 | Orientation `main_tip` was stale versus `HEAD` / `origin/main` | fixed | Codex | 2026-04-11 | 81307ce |
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| R5 | Codex | P1 | src/atocore/interactions/service.py:157-174 | The deployed extraction path still calls only the rule extractor; the new LLM extractor is eval/script-only, so Day 4 "gate cleared" is true as a benchmark result but not as an operational extraction path | acknowledged | Claude | 2026-04-12 | |
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| R6 | Codex | P1 | src/atocore/memory/extractor_llm.py:258-276 | LLM extraction accepts model-supplied `project` verbatim with no fallback to `interaction.project`; live triage promoted a clearly p06 memory (offline/network rule) as project=`""`, which explains the p06-offline-design harness miss and falsifies the current "all 3 failures are budget-contention" claim | fixed | Claude | 2026-04-12 | this commit |
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| R7 | Codex | P2 | src/atocore/memory/service.py:448-459 | Query ranking is overlap-count only, so broad overview memories can tie exact low-confidence memories and win on confidence; p06-firmware-interface is not just budget pressure, it also exposes a weak lexical scorer | open | Claude | 2026-04-12 | |
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| R8 | Codex | P2 | tests/test_extractor_llm.py:1-7 | LLM extractor tests stop at parser/failure contracts; there is no automated coverage for the script-only persistence/review path that produced the 16 promoted memories, including project-scope preservation | open | Claude | 2026-04-12 | |
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## Recent Decisions
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- **2026-04-12** Day 4 gate cleared: LLM-assisted extraction via `claude -p` (OAuth, no API key) is the path forward. Rule extractor stays as default for structural cues. *Proposed by:* Claude. *Ratified by:* Antoine.
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- **2026-04-12** First live triage: 16 promoted, 35 rejected from 51 LLM-extracted candidates. 31% accept rate. Active memory count 20->36. *Executed by:* Claude. *Ratified by:* Antoine.
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- **2026-04-12** No API keys allowed in AtoCore — LLM-assisted features use OAuth via `claude -p` or equivalent CLI-authenticated paths. *Proposed by:* Antoine.
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- **2026-04-12** Multi-model extraction direction: extraction/triage should be model-agnostic, with Codex/Gemini/Ollama as second-pass reviewers for robustness. *Proposed by:* Antoine.
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- **2026-04-11** Adopt this ledger as shared operating memory between Claude and Codex. *Proposed by:* Antoine. *Ratified by:* Antoine.
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- **2026-04-11** Accept Codex's 8-day mini-phase plan verbatim as Active Plan. *Proposed by:* Codex. *Ratified by:* Antoine.
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- **2026-04-11** Review findings live in `DEV-LEDGER.md` with Codex owning finding text and Claude updating status fields only. *Proposed by:* Codex. *Ratified by:* Antoine.
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@@ -136,6 +146,15 @@ One branch `codex/extractor-eval-loop` for Day 1-5, a second `codex/retrieval-ha
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## Session Log
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- **2026-04-23 Codex** Phase 2 policy/doc cleanup for the OpenClaw x AtoCore operating model. Normalized the 5 Phase 1 docs to clean ASCII, removed Screenpipe from V1 active scope, added `docs/openclaw-atocore-v1-proof-runbook.md`, and added a non-applied shared-client consolidation preview at `docs/openclaw-atocore-shared-client-consolidation-preview.md`. Also updated OpenClaw governance text in `/home/papa/clawd/AGENTS.md` and `/home/papa/clawd/skills/atocore-context/SKILL.md` so Discord-originated AtoCore actions are read-only by default and mutating actions require explicit current-thread/session approval. No code/runtime/schema changes, no deploy, no tests run.
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- **2026-04-23 Codex** Phase 1 OpenClaw × AtoCore operating-model audit/design/doc pass only. Read AGENTS/CLAUDE/DEV-LEDGER plus requested integration docs, verified OpenClaw helper surface vs shared operator client, confirmed live fail-open read path, confirmed discrawl presence, and confirmed Screenpipe was not installed locally. Wrote 5 new docs: `docs/openclaw-atocore-audit-note.md`, `docs/openclaw-atocore-v1-architecture.md`, `docs/openclaw-atocore-write-policy-matrix.md`, `docs/openclaw-atocore-promotion-pipeline.md`, `docs/openclaw-atocore-nightly-screener-runbook.md`. No code/runtime/skill changes, no deploy, no tests run.
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- **2026-04-12 Claude** Wave 2 trusted operational ingestion + codex audit response. Read 6 vault docs, created 8 new Trusted Project State entries (p04 +2, p05 +3, p06 +3). Fixed R6 (project fallback in LLM extractor) per codex audit. Fixed misscoped p06 offline memory on live Dalidou. Merged codex/audit-2026-04-12. Switched default LLM model from haiku to sonnet. Harness 15/18 -> 16/18. Tests 278 -> 280. main_tip 146f2e4 -> 39d73e9.
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- **2026-04-12 Codex (audit branch `codex/audit-2026-04-12`)** audited `c5bad99..146f2e4` against code, live Dalidou, and the 36 active memories. Confirmed: `claude -p` invocation is not shell-injection-prone (`subprocess.run(args)` with no shell), off-host backup wiring matches the ledger, and R1 remains unresolved in practice. Added R5-R8. Corrected Orientation `main_tip` (`146f2e4`, not `5c69f77`) and tightened the harness note: p06-firmware-interface is a ranking-tie issue, p06-offline-design comes from a project-scope miss in live triage, and p06-tailscale is retrieved-chunk bleed rather than memory-band budget contention.
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- **2026-04-12 Claude** `06792d8..5c69f77` Day 5-8 close. Documented extractor scope (5 in-scope, 6 out-of-scope categories). Expanded harness from 6 to 18 fixtures (p04 +1, p05 +1, p06 +7, adversarial +2). Per-entry memory cap at 250 chars fixed 1 of 4 budget-contention failures. Final harness: 15/18 PASS. Mini-phase complete. Before/after: rule extractor 0% recall -> LLM 100%; harness 6/6 -> 15/18; active memories 20 -> 36.
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- **2026-04-12 Claude** `330ecfb..06792d8` (merged eval-loop branch + triage). Day 1-4 of the mini-phase completed in one session. Day 2 baseline: rule extractor 0% recall, 5 distinct miss classes. Day 4 gate cleared: LLM extractor (claude -p haiku, OAuth) hit 100% recall, 2.55 yield/interaction. Refactored from anthropic SDK to subprocess after "no API key" rule. First live triage: 51 candidates -> 16 promoted, 35 rejected. Active memories 20->36. p06-polisher went from 2 to 16 memories (firmware/telemetry architecture set). POST /memory now accepts status field. Test count 264->278.
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- **2026-04-11 Claude** `claude/extractor-eval-loop @ 7d8d599` — Day 1+2 of the mini-phase. Froze a 64-interaction snapshot (`scripts/eval_data/interactions_snapshot_2026-04-11.json`) and labeled 20 by length-stratified random sample (5 positive, 15 zero; 7 total expected candidates). Built `scripts/extractor_eval.py` as a file-based eval runner. **Day 2 baseline: rule extractor hit 0% yield / 0% recall / 0% precision on the labeled set; 5 false negatives across 5 distinct miss classes (recommendation_prose, architectural_change_summary, spec_update_announcement, layered_recommendation, alignment_assertion).** This is the Day 4 hard-stop signal arriving two days early — a single rule expansion cannot close a 5-way miss, and widening rules blindly will collapse precision. The Day 4 decision gate is escalated to Antoine for ratification before Day 3 touches any extractor code. No extractor code on main has changed.
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- **2026-04-11 Codex (ledger audit)** fixed stale `main_tip`, retargeted R1 from the API surface to the live Claude Stop hook, and formalized the review write protocol so Claude can consume findings without rewriting them.
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- **2026-04-11 Claude** `b3253f3..59331e5` (1 commit). Wired the DEV-LEDGER, added session protocol to AGENTS.md, created project-local CLAUDE.md, deleted stale `codex/port-atocore-ops-client` remote branch. No code changes, no redeploy needed.
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@@ -226,14 +226,53 @@ candidate was a synthetic test capture from earlier in the session
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- Capture → reinforce is working correctly on live data (length-aware
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matcher verified on live paraphrase of a p04 memory).
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Follow-up candidates (not yet scheduled):
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Follow-up candidates:
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1. Extractor rule expansion — add conversational-form rules so real
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session text has a chance of surfacing candidates.
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2. LLM-assisted extractor as a separate rule family, guarded by
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confidence and always landing in `status=candidate` (never active).
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3. Retrieval eval harness — diffable scorecard of
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`formatted_context` across a fixed question set per active project.
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1. ~~Extractor rule expansion~~ — Day 2 baseline showed 0% recall
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across 5 distinct miss classes; rule expansion cannot close a
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5-way miss. Deprioritized.
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2. ~~LLM-assisted extractor~~ — DONE 2026-04-12. `extractor_llm.py`
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shells out to `claude -p` (Haiku, OAuth, no API key). First live
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run: 100% recall, 2.55 yield/interaction on a 20-interaction
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labeled set. First triage: 51 candidates → 16 promoted, 35
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rejected (31% accept rate). Active memories 20 → 36.
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3. ~~Retrieval eval harness~~ — DONE 2026-04-11 (scripts/retrieval_eval.py,
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6/6 passing). Expansion to 15-20 fixtures is mini-phase Day 6.
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## Extractor Scope — 2026-04-12
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What the LLM-assisted extractor (`src/atocore/memory/extractor_llm.py`)
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extracts from conversational Claude Code captures:
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**In scope:**
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- Architectural commitments (e.g. "Z-axis is engage/retract, not
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continuous position")
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- Ratified decisions with project scope (e.g. "USB SSD mandatory on
|
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RPi for telemetry storage")
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- Durable engineering facts (e.g. "telemetry data rate ~29 MB/hour")
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- Working rules and adaptation patterns (e.g. "extraction stays off
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the capture hot path")
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- Interface invariants (e.g. "controller-job.v1 in, run-log.v1 out;
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no firmware change needed")
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**Out of scope (intentionally rejected by triage):**
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- Transient roadmap / plan steps that will be stale in a week
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- Operational instructions ("run this command to deploy")
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- Process rules that live in DEV-LEDGER.md / AGENTS.md, not in memory
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- Implementation details that are too granular (individual field names
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when the parent concept is already captured)
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- Already-fixed review findings (P1/P2 that no longer apply)
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- Duplicates of existing active memories with wrong project tags
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**Trust model:**
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- Extraction stays off the capture hot path (batch / manual only)
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- All candidates land as `status=candidate`, never auto-promoted
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- Human or auto-triage reviews before promotion to active
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- Future direction: multi-model extraction + triage (Codex/Gemini as
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second-pass reviewers for robustness against single-model bias)
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## Long-Run Goal
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317
docs/openclaw-atocore-audit-note.md
Normal file
317
docs/openclaw-atocore-audit-note.md
Normal file
@@ -0,0 +1,317 @@
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# OpenClaw x AtoCore V1 Audit Note
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## Scope
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This note is the Phase 1 audit for a safe OpenClaw x AtoCore operating model.
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It covers only what was directly verified in `/home/papa/ATOCore` and `/home/papa/clawd` on 2026-04-23, plus explicit assumptions called out as assumptions.
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This phase does not change code, runtime behavior, skills, helpers, or automation.
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## Files requested and verified
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The following requested AtoCore files were present and reviewed:
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- `docs/openclaw-integration-contract.md`
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- `docs/architecture/llm-client-integration.md`
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- `docs/architecture/representation-authority.md`
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- `docs/operating-model.md`
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- `docs/current-state.md`
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- `docs/master-plan-status.md`
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- `docs/operations.md`
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- `AGENTS.md`
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- `CLAUDE.md`
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- `DEV-LEDGER.md`
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No requested files were missing.
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## What was directly verified
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### 1. OpenClaw instruction surface
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In `/home/papa/clawd/AGENTS.md`, OpenClaw is currently instructed to:
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- use the `atocore-context` skill for project-dependent work
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- treat AtoCore as additive and fail-open
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- prefer `auto-context` for project knowledge questions
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- prefer `project-state` for trusted current truth
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- use `refresh-project` if the human explicitly asked to refresh or ingest project changes
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- use `discrawl` automatically when Antoine asks about prior Discord discussions
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This is already close to the intended additive read path, but it also exposes mutating project operations in a general operator workflow.
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### 2. OpenClaw helper skill surface
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The current helper skill is:
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- `/home/papa/clawd/skills/atocore-context/SKILL.md`
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- `/home/papa/clawd/skills/atocore-context/scripts/atocore.sh`
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The skill describes AtoCore as a read-only additive context service, but the helper script currently exposes the following commands:
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- `health`
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- `sources`
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- `stats`
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- `projects`
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- `project-template`
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- `detect-project`
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- `auto-context`
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- `debug-context`
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- `propose-project`
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- `register-project`
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- `update-project`
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- `refresh-project`
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- `project-state`
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- `query`
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- `context-build`
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- `ingest-sources`
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That means the helper is not actually read-only. It can drive registry mutation and ingestion-related operations.
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### 3. AtoCore shared operator client surface
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The shared operator client in `/home/papa/ATOCore/scripts/atocore_client.py` exposes a broader surface than the OpenClaw helper, including:
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- all of the project and context operations above
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- `project-state-set`
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- `project-state-invalidate`
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- `capture`
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- `extract`
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- `reinforce-interaction`
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- `list-interactions`
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- `get-interaction`
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- `queue`
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- `promote`
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- `reject`
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- `batch-extract`
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- `triage`
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|
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This matches the architectural intent in `docs/architecture/llm-client-integration.md`: a shared operator client should be the canonical reusable surface for multiple frontends.
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|
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### 4. Actual layering status today
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|
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The intended layering is documented in `docs/architecture/llm-client-integration.md` as:
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|
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- AtoCore HTTP API
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- shared operator client
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- thin per-agent frontends
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|
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But the current OpenClaw helper is still its own Bash implementation. It does not shell out to the shared operator client today.
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So the shared-client pattern is documented, but not yet applied to OpenClaw.
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### 5. AtoCore availability and fail-open behavior
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|
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The OpenClaw helper successfully reached the live AtoCore instance during this audit.
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|
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Verified live behavior:
|
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|
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- `health` worked
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- `projects` worked
|
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- the helper still has fail-open logic when network access fails
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|
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This part is consistent with the stated additive and fail-open stance.
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|
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### 6. Discrawl availability
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|
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The `discrawl` CLI is installed locally and available.
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|
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Verified during audit:
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||||
|
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- binary present
|
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- version `0.3.0`
|
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- OpenClaw workspace instructions explicitly route project-history recall through `discrawl`
|
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|
||||
This supports the desired framing of Discord and Discrawl as an evidence stream.
|
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|
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### 7. Screenpipe status
|
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|
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`screenpipe` was not present as a local command in this environment during the audit.
|
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|
||||
For V1, Screenpipe is deferred and out of scope. No active Screenpipe input lane was verified or adopted in the final V1 policy.
|
||||
|
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## Current implementation shape
|
||||
|
||||
### What OpenClaw can do safely right now
|
||||
|
||||
The current safe, directly verified OpenClaw -> AtoCore path is:
|
||||
|
||||
- project detection
|
||||
- context build
|
||||
- query and retrieval
|
||||
- project-state read
|
||||
- service inspection
|
||||
- fail-open fallback
|
||||
|
||||
That is the mature part of the integration.
|
||||
|
||||
### What OpenClaw can also do today, but should be treated as controlled operator actions
|
||||
|
||||
The current helper also exposes:
|
||||
|
||||
- project proposal preview
|
||||
- project registration
|
||||
- project update
|
||||
- project refresh
|
||||
- ingest-sources
|
||||
|
||||
These should not be treated as background or conversational automation. They are operator actions and need explicit approval policy.
|
||||
|
||||
### What exists in AtoCore but is not exposed through the OpenClaw helper
|
||||
|
||||
The shared operator client already supports:
|
||||
|
||||
- interaction capture
|
||||
- candidate extraction
|
||||
- queue review
|
||||
- promote or reject
|
||||
- trusted project-state write and invalidate
|
||||
|
||||
The current OpenClaw helper does not expose that surface.
|
||||
|
||||
This is important for V1 design: the write-capable lanes already exist in AtoCore, but they are not yet safely shaped for Discord-originated automation.
|
||||
|
||||
## Conflicts with the target V1 stance
|
||||
|
||||
The following conflicts are real and should be named explicitly.
|
||||
|
||||
### Conflict 1 - the OpenClaw helper is described as read-only, but it is not read-only
|
||||
|
||||
`SKILL.md` frames the integration as read-only additive context.
|
||||
`atocore.sh` exposes mutating operations:
|
||||
|
||||
- `register-project`
|
||||
- `update-project`
|
||||
- `refresh-project`
|
||||
- `ingest-sources`
|
||||
|
||||
That mismatch needs a policy fix in Phase 2. For Phase 1 it must be documented as a conflict.
|
||||
|
||||
### Conflict 2 - OpenClaw duplicates client logic instead of using the shared operator client
|
||||
|
||||
The architecture docs prefer a shared operator client reused across frontends.
|
||||
The OpenClaw helper currently reimplements request logic and project detection in Bash.
|
||||
|
||||
That is a direct conflict with the preferred shared-client pattern.
|
||||
|
||||
### Conflict 3 - mutating project operations are too close to the conversational surface
|
||||
|
||||
The helper makes registry and ingestion operations reachable from the OpenClaw side without a dedicated Discord-specific approval gate.
|
||||
|
||||
Even if the human explicitly asks for a refresh, the current shape does not yet distinguish between:
|
||||
|
||||
- a direct trusted operator action in a controlled session
|
||||
- a Discord-originated conversational path that should require an explicit human approval step before mutation
|
||||
|
||||
The Phase 2 V1 policy needs that distinction.
|
||||
|
||||
### Conflict 4 - current docs overstate or blur write capabilities
|
||||
|
||||
`docs/current-state.md` says OpenClaw can seed AtoCore through project-scoped memory entries and staged document ingestion.
|
||||
That was not directly verified through the current OpenClaw helper surface in `/home/papa/clawd`.
|
||||
|
||||
The helper script does not expose:
|
||||
|
||||
- `capture`
|
||||
- `extract`
|
||||
- `promote`
|
||||
- `reject`
|
||||
- `project-state-set`
|
||||
|
||||
So there is at least a documentation and runtime-surface mismatch.
|
||||
|
||||
### Conflict 5 - there was no single OpenClaw-facing evidence lane description before this doc set
|
||||
|
||||
The target architecture needs a clean distinction between:
|
||||
|
||||
- raw evidence
|
||||
- reviewable candidates
|
||||
- active memories and entities
|
||||
- trusted project_state
|
||||
|
||||
Today that distinction exists conceptually across several AtoCore docs, but before this Phase 1 doc set there was no single OpenClaw-facing operating model that told an operator exactly where Discord and Discrawl signals are allowed to land.
|
||||
|
||||
That is the main gap this doc set closes.
|
||||
|
||||
## What is already aligned with the target V1 stance
|
||||
|
||||
Several important pieces are already aligned.
|
||||
|
||||
### Aligned 1 - additive plus fail-open
|
||||
|
||||
Both AtoCore and OpenClaw docs consistently say AtoCore should be additive and fail-open from the OpenClaw side.
|
||||
That is the right baseline and was verified live.
|
||||
|
||||
### Aligned 2 - project_state is already treated as special and curated
|
||||
|
||||
AtoCore architecture docs already treat `project_state` as the highest-trust curated layer.
|
||||
This supports the rule that raw signals must not directly auto-write trusted project state.
|
||||
|
||||
### Aligned 3 - canonical-home thinking already exists
|
||||
|
||||
`docs/architecture/representation-authority.md` already establishes that each fact type needs one canonical home.
|
||||
That is exactly the right foundation for the Discord and Discrawl design.
|
||||
|
||||
### Aligned 4 - reflection and candidate lifecycle already exists in AtoCore
|
||||
|
||||
The shared operator client and AtoCore docs already have a candidate workflow:
|
||||
|
||||
- capture
|
||||
- extract
|
||||
- queue
|
||||
- promote or reject
|
||||
|
||||
That means V1 does not need to invent a new trust model. It needs to apply the existing one correctly to Discord and Discrawl signals.
|
||||
|
||||
## Recommended V1 operating interpretation
|
||||
|
||||
Until implementation work begins, the safest V1 operating interpretation is:
|
||||
|
||||
1. Discord and Discrawl are evidence sources, not truth sources.
|
||||
2. OpenClaw is the orchestrator and operator, not canonical storage.
|
||||
3. AtoCore memories may hold reviewed episodic, personal, and loose project signal.
|
||||
4. Future AtoCore entities should hold reviewed structured decisions, requirements, and constraints.
|
||||
5. `project_state` remains manual or tightly gated only.
|
||||
6. Registry mutation, refresh, ingestion, and candidate promotion or rejection require explicit human approval on Discord-originated paths.
|
||||
7. The shared operator client should become the only write-capable operator surface reused by OpenClaw and other frontends.
|
||||
8. Screenpipe remains deferred and out of V1 scope.
|
||||
|
||||
## Assumption log
|
||||
|
||||
The following points were not directly verified and must stay labeled as assumptions.
|
||||
|
||||
1. Screenpipe integration shape is unverified and deferred.
|
||||
- The `screenpipe` command was not present locally.
|
||||
- No verified Screenpipe pipeline files were found in the inspected workspaces.
|
||||
- V1 therefore excludes Screenpipe from active policy and runtime scope.
|
||||
|
||||
2. No direct Discord -> AtoCore auto-mutation path was verified in code.
|
||||
- The OpenClaw workspace clearly contains read and query context behavior and a Discrawl retrieval rule.
|
||||
- It does not clearly expose a verified Discord-triggered path that auto-calls `project-state-set`, `promote`, `reject`, or `register-project`.
|
||||
- The risk is therefore policy and proximity of commands, not a proven live mutation bug.
|
||||
|
||||
3. OpenClaw runtime use of the shared operator client was not verified because it is not implemented yet.
|
||||
- The shared client exists in the AtoCore repo.
|
||||
- The OpenClaw helper is still its own Bash implementation.
|
||||
|
||||
4. A dedicated evidence store was not verified as a first-class AtoCore schema layer.
|
||||
- Existing AtoCore surfaces clearly support interactions and candidate memories.
|
||||
- This V1 model therefore uses evidence artifacts, interactions, and archive bundles as an architectural lane, without claiming a new implemented table already exists.
|
||||
|
||||
5. Future entities remain future.
|
||||
- The entity layer is architected in AtoCore docs.
|
||||
- This audit did not verify a production entity promotion flow being used by OpenClaw.
|
||||
|
||||
## Bottom line
|
||||
|
||||
The good news is that the trust foundations already exist.
|
||||
|
||||
The main conclusion is that the current system is closest to a safe V1 when interpreted this way:
|
||||
|
||||
- keep AtoCore additive and fail-open
|
||||
- treat Discord and Discrawl as evidence only
|
||||
- route reviewed signal into memory candidates first
|
||||
- reserve `project_state` for explicit curation only
|
||||
- move OpenClaw toward the shared operator client instead of maintaining a separate write-capable helper surface
|
||||
- keep Screenpipe out of V1
|
||||
|
||||
That gives a coherent path to Phase 2 without pretending the current implementation is already there.
|
||||
224
docs/openclaw-atocore-clawd-governance-review.patch
Normal file
224
docs/openclaw-atocore-clawd-governance-review.patch
Normal file
@@ -0,0 +1,224 @@
|
||||
commit 80bd99aaea1bcab2ea5ea732df2f749e84d84318
|
||||
Author: Anto01 <antoine.letarte@gmail.com>
|
||||
Date: Thu Apr 23 15:59:59 2026 +0000
|
||||
|
||||
Tighten OpenClaw AtoCore governance policy
|
||||
|
||||
diff --git a/AGENTS.md b/AGENTS.md
|
||||
index 1da3385..ea4d103 100644
|
||||
--- a/AGENTS.md
|
||||
+++ b/AGENTS.md
|
||||
@@ -105,7 +105,7 @@ Reactions are lightweight social signals. Humans use them constantly — they sa
|
||||
|
||||
## Tools
|
||||
|
||||
-When a task is contextual and project-dependent, use the `atocore-context` skill to query Dalidou-hosted AtoCore for trusted project state, retrieval, context-building, registered project refresh, or project registration discovery when that will improve accuracy. Treat AtoCore as additive and fail-open; do not replace OpenClaw's own memory with it. Prefer `projects` and `refresh-project <id>` when a known project needs a clean source refresh, and use `project-template` when proposing a new project registration, and `propose-project ...` when you want a normalized preview before editing the registry manually.
|
||||
+When a task is contextual and project-dependent, use the `atocore-context` skill to query Dalidou-hosted AtoCore for trusted project-state reads, retrieval, and context-building when that will improve accuracy. Treat AtoCore as additive and fail-open; do not replace OpenClaw's own memory with it.
|
||||
|
||||
### Organic AtoCore Routing
|
||||
|
||||
@@ -116,14 +116,60 @@ Use AtoCore first when the prompt:
|
||||
- asks about architecture, constraints, status, requirements, vendors, planning, prior decisions, or current project truth
|
||||
- would benefit from cross-source context instead of only the local repo
|
||||
|
||||
-Preferred flow:
|
||||
+Preferred read path:
|
||||
1. `auto-context "<prompt>" 3000` for most project knowledge questions
|
||||
2. `project-state <project>` when the user is clearly asking for trusted current truth
|
||||
-3. `refresh-project <id>` before answering if the user explicitly asked to refresh or ingest project changes
|
||||
+3. fall back to normal OpenClaw tools and memory if AtoCore returns `no_project_match` or is unavailable
|
||||
|
||||
Do not force AtoCore for purely local coding actions like fixing a function, editing one file, or running tests, unless broader project context is likely to matter.
|
||||
|
||||
-If `auto-context` returns `no_project_match` or AtoCore is unavailable, continue normally with OpenClaw's own tools and memory.
|
||||
+### AtoCore Governance
|
||||
+
|
||||
+Default Discord posture for AtoCore is read-only and additive.
|
||||
+
|
||||
+Discord-originated or Discrawl-originated context may inform:
|
||||
+- evidence collection
|
||||
+- retrieval
|
||||
+- context building
|
||||
+- candidate review preparation
|
||||
+
|
||||
+It must not directly perform AtoCore mutating actions.
|
||||
+
|
||||
+Mutating AtoCore actions include:
|
||||
+- `register-project`
|
||||
+- `update-project`
|
||||
+- `refresh-project`
|
||||
+- `ingest-sources`
|
||||
+- `project-state-set`
|
||||
+- `project-state-invalidate`
|
||||
+- `promote`
|
||||
+- `reject`
|
||||
+- any future trusted-state or review mutation
|
||||
+
|
||||
+These actions require explicit human approval for the specific action in the current thread or session.
|
||||
+Do not infer approval from:
|
||||
+- prior Discord discussion
|
||||
+- Discrawl archive recall
|
||||
+- screener output
|
||||
+- vague intent like "we should probably refresh this"
|
||||
+
|
||||
+Hard rules:
|
||||
+- no direct Discord -> `project_state`
|
||||
+- no direct Discord -> register / update / refresh / ingest / promote / reject
|
||||
+- no hidden mutation inside screening or review-prep flows
|
||||
+- PKM notes are not the main operator instruction surface for AtoCore behavior
|
||||
+
|
||||
+### Discord Archive Retrieval (discrawl)
|
||||
+
|
||||
+When Antoine asks in natural language about prior project discussions, decisions, thread history, answers, or whether something was already discussed in Discord, use the local `discrawl` archive automatically.
|
||||
+
|
||||
+Rules:
|
||||
+- Antoine should not need to remember or type `discrawl` commands.
|
||||
+- Treat Discord history as a normal background retrieval source, like memory or project docs.
|
||||
+- Use `discrawl` silently when it will materially improve recall or confidence.
|
||||
+- Prefer this for prompts like "what did we decide", "did we discuss", "summarize the thread", "what were the open questions", or anything clearly anchored in prior Discord conversation.
|
||||
+- If both AtoCore and Discord history are relevant, use both and synthesize.
|
||||
+- If `discrawl` is stale or unavailable, say so briefly and continue with the best available context.
|
||||
|
||||
Skills provide your tools. When you need one, check its `SKILL.md`. Keep local notes (camera names, SSH details, voice preferences) in `TOOLS.md`.
|
||||
|
||||
diff --git a/skills/atocore-context/SKILL.md b/skills/atocore-context/SKILL.md
|
||||
index e42a7b7..fa23207 100644
|
||||
--- a/skills/atocore-context/SKILL.md
|
||||
+++ b/skills/atocore-context/SKILL.md
|
||||
@@ -1,12 +1,11 @@
|
||||
---
|
||||
name: atocore-context
|
||||
-description: Use Dalidou-hosted AtoCore as a read-only external context service for project state, retrieval, and context-building without touching OpenClaw's own memory.
|
||||
+description: Use Dalidou-hosted AtoCore as an additive external context service for project-state reads, retrieval, and context-building without replacing OpenClaw's own memory.
|
||||
---
|
||||
|
||||
# AtoCore Context
|
||||
|
||||
-Use this skill when you need trusted project context, retrieval help, or AtoCore
|
||||
-health/status from the canonical Dalidou instance.
|
||||
+Use this skill when you need trusted project context, retrieval help, or AtoCore health and status from the canonical Dalidou instance.
|
||||
|
||||
## Purpose
|
||||
|
||||
@@ -14,7 +13,7 @@ AtoCore is an additive external context service.
|
||||
|
||||
- It does not replace OpenClaw's own memory.
|
||||
- It should be used for contextual work, not trivial prompts.
|
||||
-- It is read-only in this first integration batch.
|
||||
+- The default posture is read-only and fail-open.
|
||||
- If AtoCore is unavailable, continue normally.
|
||||
|
||||
## Canonical Endpoint
|
||||
@@ -31,27 +30,22 @@ Override with:
|
||||
ATOCORE_BASE_URL=http://host:port
|
||||
```
|
||||
|
||||
-## Safe Usage
|
||||
+## V1 scope
|
||||
|
||||
-Use AtoCore for:
|
||||
-- project-state checks
|
||||
+Use this skill in V1 for:
|
||||
+
|
||||
+- project-state reads
|
||||
- automatic project detection for normal project questions
|
||||
-- retrieval over ingested project/ecosystem docs
|
||||
+- retrieval over ingested project and ecosystem docs
|
||||
- context-building for complex project prompts
|
||||
- verifying current AtoCore hosting and architecture state
|
||||
-- listing registered projects and refreshing a known project source set
|
||||
-- inspecting the project registration template before proposing a new project entry
|
||||
-- generating a proposal preview for a new project registration without writing it
|
||||
-- registering an approved project entry when explicitly requested
|
||||
-- updating an existing registered project when aliases or description need refinement
|
||||
+- inspecting project registrations and proposal previews when operator review is needed
|
||||
|
||||
-Do not use AtoCore for:
|
||||
-- automatic memory write-back
|
||||
-- replacing OpenClaw memory
|
||||
-- silent ingestion of broad new corpora without approval
|
||||
-- mutating the registry automatically without human approval
|
||||
+Screenpipe is out of V1 scope. Do not treat it as an active input lane or dependency for this skill.
|
||||
+
|
||||
+## Read path commands
|
||||
|
||||
-## Commands
|
||||
+These are the normal additive commands:
|
||||
|
||||
```bash
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh health
|
||||
@@ -62,15 +56,56 @@ Do not use AtoCore for:
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh detect-project "what's the interferometer error budget?"
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh auto-context "what's the interferometer error budget?" 3000
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh debug-context
|
||||
-~/clawd/skills/atocore-context/scripts/atocore.sh propose-project p07-example "p07,example-project" vault incoming/projects/p07-example "Example project" "Primary staged project docs"
|
||||
-~/clawd/skills/atocore-context/scripts/atocore.sh register-project p07-example "p07,example-project" vault incoming/projects/p07-example "Example project" "Primary staged project docs"
|
||||
-~/clawd/skills/atocore-context/scripts/atocore.sh update-project p05 "Curated staged docs for the P05 interferometer architecture, vendors, and error-budget project."
|
||||
-~/clawd/skills/atocore-context/scripts/atocore.sh refresh-project p05
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh project-state atocore
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh query "What is AtoDrive?"
|
||||
~/clawd/skills/atocore-context/scripts/atocore.sh context-build "Need current AtoCore architecture" atocore 3000
|
||||
```
|
||||
|
||||
+## Approved operator actions only
|
||||
+
|
||||
+The helper currently exposes some mutating commands, but they are not normal background behavior.
|
||||
+Treat them as approved operator actions only:
|
||||
+
|
||||
+```bash
|
||||
+~/clawd/skills/atocore-context/scripts/atocore.sh propose-project ...
|
||||
+~/clawd/skills/atocore-context/scripts/atocore.sh register-project ...
|
||||
+~/clawd/skills/atocore-context/scripts/atocore.sh update-project ...
|
||||
+~/clawd/skills/atocore-context/scripts/atocore.sh refresh-project ...
|
||||
+~/clawd/skills/atocore-context/scripts/atocore.sh ingest-sources
|
||||
+```
|
||||
+
|
||||
+Do not use these from a Discord-originated path unless the human explicitly approves the specific action in the current thread or session.
|
||||
+
|
||||
+## Explicit approval rule
|
||||
+
|
||||
+Explicit approval means all of the following:
|
||||
+
|
||||
+- the human directly instructs the specific mutating action
|
||||
+- the instruction is in the current thread or current session
|
||||
+- the approval is for that specific action
|
||||
+- the approval is not inferred from Discord evidence, Discrawl recall, screener output, or vague intent
|
||||
+
|
||||
+Examples of explicit approval:
|
||||
+
|
||||
+- "refresh p05 now"
|
||||
+- "register this project"
|
||||
+- "update the aliases"
|
||||
+
|
||||
+Non-examples:
|
||||
+
|
||||
+- "we should probably refresh this"
|
||||
+- archived discussion suggesting a refresh
|
||||
+- a screener note recommending promotion or ingestion
|
||||
+
|
||||
+## Do not use AtoCore for
|
||||
+
|
||||
+- automatic memory write-back
|
||||
+- replacing OpenClaw memory
|
||||
+- silent ingestion of broad new corpora without approval
|
||||
+- automatic registry mutation
|
||||
+- direct Discord-originated mutation of trusted or operator state
|
||||
+- direct Discord-originated promote or reject actions
|
||||
+
|
||||
## Contract
|
||||
|
||||
- prefer AtoCore only when additional context is genuinely useful
|
||||
@@ -79,10 +114,6 @@ Do not use AtoCore for:
|
||||
- cite when information came from AtoCore rather than local OpenClaw memory
|
||||
- for normal project knowledge questions, prefer `auto-context "<prompt>" 3000` before answering
|
||||
- use `detect-project "<prompt>"` when you want to inspect project inference explicitly
|
||||
-- use `debug-context` right after `auto-context` or `context-build` when you want
|
||||
- to inspect the exact last AtoCore context pack
|
||||
-- prefer `projects` plus `refresh-project <id>` over long ad hoc ingest instructions when the project is already registered
|
||||
-- use `project-template` when preparing a new project registration proposal
|
||||
-- use `propose-project ...` to draft a normalized entry and review collisions first
|
||||
-- use `register-project ...` only after the proposal has been reviewed and approved
|
||||
-- use `update-project ...` when a registered project's description or aliases need refinement before refresh
|
||||
+- use `debug-context` right after `auto-context` or `context-build` when you want to inspect the exact last AtoCore context pack
|
||||
+- use `project-template` and `propose-project ...` when preparing a reviewed registration proposal
|
||||
+- use `register-project ...`, `update-project ...`, `refresh-project ...`, and `ingest-sources` only after explicit approval
|
||||
354
docs/openclaw-atocore-nightly-screener-runbook.md
Normal file
354
docs/openclaw-atocore-nightly-screener-runbook.md
Normal file
@@ -0,0 +1,354 @@
|
||||
# OpenClaw x AtoCore Nightly Screener Runbook
|
||||
|
||||
## Purpose
|
||||
|
||||
The nightly screener is the V1 bridge between broad evidence capture and narrow trusted state.
|
||||
|
||||
Its job is to:
|
||||
|
||||
- gather raw evidence from approved V1 sources
|
||||
- reduce noise
|
||||
- produce reviewable candidate material
|
||||
- prepare operator review work
|
||||
- never silently create trusted truth
|
||||
|
||||
## Scope
|
||||
|
||||
The nightly screener is a screening and preparation job.
|
||||
It is not a trusted-state writer.
|
||||
It is not a registry operator.
|
||||
It is not a hidden reviewer.
|
||||
|
||||
V1 active inputs are:
|
||||
|
||||
- Discord and Discrawl evidence
|
||||
- OpenClaw interaction evidence
|
||||
- PKM, repos, and KB references
|
||||
- read-only AtoCore context for comparison and deduplication
|
||||
|
||||
## Explicit approval rule
|
||||
|
||||
If the screener output points at a mutating operator action, that action still requires:
|
||||
|
||||
- direct human instruction
|
||||
- in the current thread or current session
|
||||
- for that specific action
|
||||
- with no inference from evidence or screener output alone
|
||||
|
||||
The screener may recommend review. It may not manufacture approval.
|
||||
|
||||
## Inputs
|
||||
|
||||
The screener may consume the following inputs when available.
|
||||
|
||||
### 1. Discord and Discrawl evidence
|
||||
|
||||
Examples:
|
||||
|
||||
- recent archived Discord messages
|
||||
- thread excerpts relevant to known projects
|
||||
- conversation clusters around decisions, requirements, constraints, or repeated questions
|
||||
|
||||
### 2. OpenClaw interaction evidence
|
||||
|
||||
Examples:
|
||||
|
||||
- captured interactions
|
||||
- recent operator conversations relevant to projects
|
||||
- already-logged evidence bundles
|
||||
|
||||
### 3. Read-only AtoCore context inputs
|
||||
|
||||
Examples:
|
||||
|
||||
- project registry lookup for project matching
|
||||
- project_state read for comparison only
|
||||
- memory or entity lookups for deduplication only
|
||||
|
||||
These reads may help the screener rank or classify candidates, but they must not be used as a write side effect.
|
||||
|
||||
### 4. Optional canonical-source references
|
||||
|
||||
Examples:
|
||||
|
||||
- PKM notes
|
||||
- repo docs
|
||||
- KB-export summaries
|
||||
|
||||
These may be consulted to decide whether a signal appears to duplicate or contradict already-canonical truth.
|
||||
|
||||
## Outputs
|
||||
|
||||
The screener should produce output in four buckets.
|
||||
|
||||
### 1. Nightly screener report
|
||||
|
||||
A compact report describing:
|
||||
|
||||
- inputs seen
|
||||
- items skipped
|
||||
- candidate counts
|
||||
- project match confidence distribution
|
||||
- failures or unavailable sources
|
||||
- items requiring human review
|
||||
|
||||
### 2. Evidence bundle or manifest
|
||||
|
||||
A structured bundle of the source snippets that justified each candidate or unresolved item.
|
||||
This is the reviewer's provenance package.
|
||||
|
||||
### 3. Candidate manifests
|
||||
|
||||
Separate candidate manifests for:
|
||||
|
||||
- memory candidates
|
||||
- entity candidates later
|
||||
- unresolved "needs canonical-source update first" items
|
||||
|
||||
### 4. Operator action queue
|
||||
|
||||
A short list of items needing explicit human action, such as:
|
||||
|
||||
- review these candidates
|
||||
- decide whether to refresh project X
|
||||
- decide whether to curate project_state
|
||||
- decide whether a Discord-originated claim should first be reflected in PKM, repo, or KB
|
||||
|
||||
## Required non-output
|
||||
|
||||
The screener must not directly produce any of the following:
|
||||
|
||||
- active memories without review
|
||||
- active entities without review
|
||||
- project_state writes
|
||||
- registry mutation
|
||||
- refresh operations
|
||||
- ingestion operations
|
||||
- promote or reject decisions
|
||||
|
||||
## Nightly procedure
|
||||
|
||||
### Step 1 - load last-run checkpoint
|
||||
|
||||
Read the last successful screener checkpoint so the run knows:
|
||||
|
||||
- what time range to inspect
|
||||
- what evidence was already processed
|
||||
- which items were already dropped or bundled
|
||||
|
||||
If no checkpoint exists, use a conservative bounded time window and mark the run as bootstrap mode.
|
||||
|
||||
### Step 2 - gather evidence
|
||||
|
||||
Collect available evidence from each configured source.
|
||||
|
||||
Per-source rule:
|
||||
|
||||
- source unavailable -> note it, continue
|
||||
- source empty -> note it, continue
|
||||
- source noisy -> keep raw capture bounded and deduplicated
|
||||
|
||||
### Step 3 - normalize and deduplicate
|
||||
|
||||
For each collected item:
|
||||
|
||||
- normalize timestamps, source ids, and project hints
|
||||
- remove exact duplicates
|
||||
- group repeated or near-identical evidence when practical
|
||||
- keep provenance pointers intact
|
||||
|
||||
The goal is to avoid flooding review with repeated copies of the same conversation.
|
||||
|
||||
### Step 4 - attempt project association
|
||||
|
||||
For each evidence item, try to associate it with:
|
||||
|
||||
- a registered project id, or
|
||||
- `unassigned` if confidence is low
|
||||
|
||||
Rules:
|
||||
|
||||
- high confidence match -> attach project id
|
||||
- low confidence match -> mark as uncertain
|
||||
- no good match -> leave unassigned
|
||||
|
||||
Do not force a project assignment just to make the output tidier.
|
||||
|
||||
### Step 5 - classify signal type
|
||||
|
||||
Classify each normalized item into one of these buckets:
|
||||
|
||||
- noise / ignore
|
||||
- evidence only
|
||||
- memory candidate
|
||||
- entity candidate
|
||||
- needs canonical-source update first
|
||||
- needs explicit operator decision
|
||||
|
||||
If the classification is uncertain, choose the lower-trust bucket.
|
||||
|
||||
### Step 6 - compare against higher-trust layers
|
||||
|
||||
For non-noise items, compare against the current higher-trust landscape.
|
||||
|
||||
Check for:
|
||||
|
||||
- already-active equivalent memory
|
||||
- already-active equivalent entity later
|
||||
- existing project_state answer
|
||||
- obvious duplication of canonical source truth
|
||||
- obvious contradiction with canonical source truth
|
||||
|
||||
This comparison is read-only.
|
||||
It is used only to rank and annotate output.
|
||||
|
||||
### Step 7 - build candidate bundles
|
||||
|
||||
For each candidate:
|
||||
|
||||
- include the candidate text or shape
|
||||
- include provenance snippets
|
||||
- include source type
|
||||
- include project association confidence
|
||||
- include reason for candidate classification
|
||||
- include conflict or duplicate notes if found
|
||||
|
||||
### Step 8 - build unresolved operator queue
|
||||
|
||||
Some items should not become candidates yet.
|
||||
Examples:
|
||||
|
||||
- "This looks like current truth but should first be updated in PKM, repo, or KB."
|
||||
- "This Discord-originated request asks for refresh or ingest."
|
||||
- "This might be a decision, but confidence is too low."
|
||||
|
||||
These belong in a small operator queue, not in trusted state.
|
||||
|
||||
### Step 9 - persist report artifacts only
|
||||
|
||||
Persist only:
|
||||
|
||||
- screener report
|
||||
- evidence manifests
|
||||
- candidate manifests
|
||||
- checkpoint metadata
|
||||
|
||||
If candidate persistence into AtoCore is enabled later, it still remains a candidate-only path and must not skip review.
|
||||
|
||||
### Step 10 - exit fail-open
|
||||
|
||||
If the screener could not reach AtoCore or some source system:
|
||||
|
||||
- write the failure or skip into the report
|
||||
- keep the checkpoint conservative
|
||||
- do not fake success
|
||||
- do not silently mutate anything elsewhere
|
||||
|
||||
## Failure modes
|
||||
|
||||
### Failure mode 1 - AtoCore unavailable
|
||||
|
||||
Behavior:
|
||||
|
||||
- continue in fail-open mode if possible
|
||||
- write a report that the run was evidence-only or degraded
|
||||
- do not attempt write-side recovery actions
|
||||
|
||||
### Failure mode 2 - Discrawl unavailable or stale
|
||||
|
||||
Behavior:
|
||||
|
||||
- note Discord archive input unavailable or stale
|
||||
- continue with other sources
|
||||
- do not invent Discord evidence summaries
|
||||
|
||||
### Failure mode 3 - candidate explosion
|
||||
|
||||
Behavior:
|
||||
|
||||
- rank candidates
|
||||
- keep only a bounded top set for review
|
||||
- put the remainder into a dropped or deferred manifest
|
||||
- do not overwhelm the reviewer queue
|
||||
|
||||
### Failure mode 4 - low-confidence project mapping
|
||||
|
||||
Behavior:
|
||||
|
||||
- leave items unassigned or uncertain
|
||||
- do not force them into a project-specific truth lane
|
||||
|
||||
### Failure mode 5 - contradiction with trusted truth
|
||||
|
||||
Behavior:
|
||||
|
||||
- flag the contradiction in the report
|
||||
- keep the evidence or candidate for review if useful
|
||||
- do not overwrite project_state
|
||||
|
||||
### Failure mode 6 - direct operator-action request found in evidence
|
||||
|
||||
Examples:
|
||||
|
||||
- "register this project"
|
||||
- "refresh this source"
|
||||
- "promote this memory"
|
||||
|
||||
Behavior:
|
||||
|
||||
- place the item into the operator action queue
|
||||
- require explicit human approval
|
||||
- do not perform the mutation as part of the screener
|
||||
|
||||
## Review handoff format
|
||||
|
||||
Each screener run should hand off a compact review package containing:
|
||||
|
||||
1. a run summary
|
||||
2. candidate counts by type and project
|
||||
3. top candidates with provenance
|
||||
4. unresolved items needing explicit operator choice
|
||||
5. unavailable-source notes
|
||||
6. checkpoint status
|
||||
|
||||
The handoff should be short enough for a human to review without reading the entire raw archive.
|
||||
|
||||
## Safety rules
|
||||
|
||||
The screener must obey these rules every night.
|
||||
|
||||
1. No direct project_state writes.
|
||||
2. No direct registry mutation.
|
||||
3. No direct refresh or ingest.
|
||||
4. No direct promote or reject.
|
||||
5. No treating Discord or Discrawl as trusted truth.
|
||||
6. No hiding source uncertainty.
|
||||
7. No inventing missing integrations.
|
||||
8. No bringing deferred sources into V1 through policy drift or hidden dependency.
|
||||
|
||||
## Minimum useful run
|
||||
|
||||
A useful screener run can still succeed even if it only does this:
|
||||
|
||||
- gathers available Discord and OpenClaw evidence
|
||||
- filters obvious noise
|
||||
- produces a small candidate manifest
|
||||
- notes unavailable archive inputs if any
|
||||
- leaves trusted state untouched
|
||||
|
||||
That is still a correct V1 run.
|
||||
|
||||
## Deferred from V1
|
||||
|
||||
Screenpipe is deferred from V1. It is not an active input, not a required dependency, and not part of the runtime behavior of this V1 screener.
|
||||
|
||||
## Bottom line
|
||||
|
||||
The nightly screener is not the brain of the system.
|
||||
It is the filter.
|
||||
|
||||
Its purpose is to make human review easier while preserving the trust hierarchy:
|
||||
|
||||
- broad capture in
|
||||
- narrow reviewed truth out
|
||||
- no hidden mutations in the middle
|
||||
360
docs/openclaw-atocore-promotion-pipeline.md
Normal file
360
docs/openclaw-atocore-promotion-pipeline.md
Normal file
@@ -0,0 +1,360 @@
|
||||
# OpenClaw x AtoCore V1 Promotion Pipeline
|
||||
|
||||
## Purpose
|
||||
|
||||
This document defines the V1 promotion pipeline for signals coming from Discord, Discrawl, OpenClaw, PKM, and repos.
|
||||
|
||||
The rule is simple:
|
||||
|
||||
- raw capture is evidence
|
||||
- screening turns evidence into candidate material
|
||||
- review promotes candidates into canonical homes
|
||||
- trusted state is curated explicitly, not inferred automatically
|
||||
|
||||
## V1 scope
|
||||
|
||||
V1 active inputs are:
|
||||
|
||||
- Discord live conversation
|
||||
- Discrawl archive retrieval
|
||||
- OpenClaw interaction logs and evidence bundles
|
||||
- PKM notes
|
||||
- repos, KB exports, and repo docs
|
||||
|
||||
Read-only AtoCore context may be consulted for comparison and deduplication.
|
||||
|
||||
## Explicit approval rule
|
||||
|
||||
When this pipeline refers to approval or review for a mutating action, it means:
|
||||
|
||||
- the human directly instructs the specific action
|
||||
- the instruction is in the current thread or current session
|
||||
- the approval is for that specific action
|
||||
- the approval is not inferred from evidence, archives, or screener output
|
||||
|
||||
## Pipeline summary
|
||||
|
||||
```text
|
||||
raw capture
|
||||
-> evidence bundle
|
||||
-> nightly screening
|
||||
-> candidate queue
|
||||
-> human review
|
||||
-> canonical home
|
||||
-> optional trusted-state curation
|
||||
```
|
||||
|
||||
## Stage 0 - raw capture
|
||||
|
||||
### Inputs
|
||||
|
||||
Raw capture may come from:
|
||||
|
||||
- Discord live conversation
|
||||
- Discrawl archive retrieval
|
||||
- OpenClaw interaction logs
|
||||
- PKM notes
|
||||
- repos / KB exports / repo docs
|
||||
|
||||
### Rule at this stage
|
||||
|
||||
Nothing captured here is trusted truth yet.
|
||||
Everything is either:
|
||||
|
||||
- raw evidence, or
|
||||
- a pointer to an already-canonical source
|
||||
|
||||
## Stage 1 - evidence bundle
|
||||
|
||||
The first durable V1 destination for raw signals is the evidence lane.
|
||||
|
||||
Examples of evidence bundle forms:
|
||||
|
||||
- AtoCore interaction records
|
||||
- Discrawl retrieval result sets
|
||||
- nightly screener input bundles
|
||||
- local archived artifacts or manifests
|
||||
- optional source snapshots used only for review preparation
|
||||
|
||||
### What evidence is for
|
||||
|
||||
Evidence exists so the operator can later answer:
|
||||
|
||||
- what did we actually see?
|
||||
- where did this claim come from?
|
||||
- what context supported the candidate?
|
||||
- what should the reviewer inspect before promoting anything?
|
||||
|
||||
### What evidence is not for
|
||||
|
||||
Evidence is not:
|
||||
|
||||
- active memory
|
||||
- active entity
|
||||
- trusted project_state
|
||||
- registry truth
|
||||
|
||||
## Stage 2 - screening
|
||||
|
||||
The nightly screener or an explicit review flow reads evidence and classifies it.
|
||||
|
||||
### Screening outputs
|
||||
|
||||
Each observed signal should be classified into one of these lanes:
|
||||
|
||||
1. Ignore / noise
|
||||
- chatter
|
||||
- duplicate archive material
|
||||
- ambiguous fragments
|
||||
- low-signal scraps
|
||||
|
||||
2. Keep as evidence only
|
||||
- useful context, but too ambiguous or too raw to promote
|
||||
|
||||
3. Memory candidate
|
||||
- stable enough to review as episodic, personal, or loose project signal
|
||||
|
||||
4. Entity candidate
|
||||
- structured enough to review as a future decision, requirement, constraint, or validation fact
|
||||
|
||||
5. Needs canonical-source update first
|
||||
- appears to assert current trusted truth but should first be reflected in the real canonical home, such as PKM, repo, or KB tool
|
||||
|
||||
### Key screening rule
|
||||
|
||||
If the screener cannot confidently tell whether a signal is:
|
||||
|
||||
- raw evidence,
|
||||
- a loose durable memory,
|
||||
- or a structured project truth,
|
||||
|
||||
then it must pick the lower-trust lane.
|
||||
|
||||
In V1, uncertainty resolves downward.
|
||||
|
||||
## Stage 3 - candidate queue
|
||||
|
||||
Only screened outputs may enter the candidate queue.
|
||||
|
||||
### Memory-candidate lane
|
||||
|
||||
Use this lane for reviewed-signal candidates such as:
|
||||
|
||||
- preferences
|
||||
- episodic facts
|
||||
- identity facts
|
||||
- loose stable project signal that is useful to remember but not yet a formal structured entity
|
||||
|
||||
Examples:
|
||||
|
||||
- "Antoine prefers operator summaries without extra ceremony."
|
||||
- "The team discussed moving OpenClaw toward a shared operator client."
|
||||
- "Discord history is useful as evidence but not as direct truth."
|
||||
|
||||
### Entity-candidate lane
|
||||
|
||||
Use this lane for future structured facts such as:
|
||||
|
||||
- decisions
|
||||
- requirements
|
||||
- constraints
|
||||
- validation claims
|
||||
|
||||
Examples:
|
||||
|
||||
- "Decision: use the shared operator client instead of duplicated frontend logic."
|
||||
- "Constraint: Discord-originated paths must not directly mutate project_state."
|
||||
|
||||
### What cannot enter directly from raw capture
|
||||
|
||||
The following must not be created directly from raw Discord or Discrawl evidence without a screening step:
|
||||
|
||||
- active memories
|
||||
- active entities
|
||||
- project_state entries
|
||||
- registry mutations
|
||||
- promote or reject decisions
|
||||
|
||||
## Stage 4 - human review
|
||||
|
||||
This is the load-bearing stage.
|
||||
|
||||
A human reviewer, mediated by OpenClaw and eventually using the shared operator client, decides whether the candidate:
|
||||
|
||||
- should be promoted
|
||||
- should be rejected
|
||||
- should stay pending
|
||||
- should first be rewritten into the actual canonical source
|
||||
- should become project_state only after stronger curation
|
||||
|
||||
### Review questions
|
||||
|
||||
For every candidate, the reviewer should ask:
|
||||
|
||||
1. Is this actually stable enough to preserve?
|
||||
2. Is this fact ambiguous, historical, or current?
|
||||
3. What is the one canonical home for this fact type?
|
||||
4. Is memory the right home, or should this be an entity later?
|
||||
5. Is project_state justified, or is this still only evidence or candidate material?
|
||||
6. Does the source prove current truth, or only past conversation?
|
||||
|
||||
## Stage 5 - canonical promotion
|
||||
|
||||
After review, the signal can move into exactly one canonical home.
|
||||
|
||||
## Promotion rules by fact shape
|
||||
|
||||
### A. Personal, episodic, or loose project signal
|
||||
|
||||
Promotion destination:
|
||||
|
||||
- AtoCore memory
|
||||
|
||||
Use when the fact is durable and useful, but not a formal structured engineering record.
|
||||
|
||||
### B. Structured engineering fact
|
||||
|
||||
Promotion destination:
|
||||
|
||||
- future AtoCore entity
|
||||
|
||||
Use when the fact is really a:
|
||||
|
||||
- decision
|
||||
- requirement
|
||||
- constraint
|
||||
- validation claim
|
||||
|
||||
### C. Current trusted project answer
|
||||
|
||||
Promotion destination:
|
||||
|
||||
- AtoCore project_state
|
||||
|
||||
But only after explicit curation.
|
||||
|
||||
A candidate does not become project_state just because it looks important.
|
||||
The reviewer must decide that it now represents the trusted current answer.
|
||||
|
||||
### D. Human or tool source truth
|
||||
|
||||
Promotion destination:
|
||||
|
||||
- PKM / repo / KB tool of origin
|
||||
|
||||
If a Discord-originated signal claims current truth but the canonical home is not AtoCore memory or entity, the right move may be:
|
||||
|
||||
1. update the canonical source first
|
||||
2. then optionally refresh or ingest, with explicit approval if the action is mutating
|
||||
3. then optionally curate a project_state answer
|
||||
|
||||
This prevents Discord from becoming the hidden source of truth.
|
||||
|
||||
## Stage 6 - optional trusted-state curation
|
||||
|
||||
`project_state` is not the general destination for important facts.
|
||||
It is the curated destination for current trusted project answers.
|
||||
|
||||
Examples that may justify explicit project_state curation:
|
||||
|
||||
- current selected architecture
|
||||
- current next milestone
|
||||
- current status summary
|
||||
- current trusted decision outcome
|
||||
|
||||
Examples that usually do not justify immediate project_state curation:
|
||||
|
||||
- a raw Discord debate
|
||||
- a speculative suggestion
|
||||
- a historical conversation retrieved through Discrawl
|
||||
|
||||
## Discord-originated pipeline examples
|
||||
|
||||
### Example 1 - raw discussion about operator-client refactor
|
||||
|
||||
1. Discord message enters the evidence lane.
|
||||
2. Nightly screener marks it as either evidence-only or decision candidate.
|
||||
3. Human review checks whether it is an actual decision or just discussion.
|
||||
4. If stable and approved, it becomes a memory or future entity.
|
||||
5. It reaches project_state only if explicitly curated as the trusted current answer.
|
||||
|
||||
### Example 2 - Discord thread says "refresh this project now"
|
||||
|
||||
1. Discord message is evidence of operator intent.
|
||||
2. It does not auto-trigger refresh.
|
||||
3. OpenClaw asks for or recognizes explicit human approval.
|
||||
4. Approved operator action invokes the shared operator client.
|
||||
5. Refresh result may later influence candidates or trusted state, but the raw Discord message never performed the mutation by itself.
|
||||
|
||||
### Example 3 - archived thread says a requirement might be current
|
||||
|
||||
1. Discrawl retrieval enters the evidence lane.
|
||||
2. Screener marks it as evidence-only or a requirement candidate.
|
||||
3. Human review checks the canonical source alignment.
|
||||
4. If accepted later, it becomes an entity candidate or active entity.
|
||||
5. project_state remains a separate explicit curation step.
|
||||
|
||||
## Promotion invariants
|
||||
|
||||
The pipeline must preserve these invariants.
|
||||
|
||||
### Invariant 1 - raw evidence is not trusted truth
|
||||
|
||||
No raw Discord or Discrawl signal can directly become trusted project_state.
|
||||
|
||||
### Invariant 2 - unreviewed signals can at most become candidates
|
||||
|
||||
Automatic processing stops at evidence or candidate creation.
|
||||
|
||||
### Invariant 3 - each fact has one canonical home
|
||||
|
||||
A fact may be supported by many evidence items, but after review it belongs in one canonical place.
|
||||
|
||||
### Invariant 4 - operator mutations require explicit approval
|
||||
|
||||
Registry mutation, refresh, ingest, promote, reject, and project_state writes are operator actions.
|
||||
|
||||
### Invariant 5 - OpenClaw orchestrates; it does not become storage
|
||||
|
||||
OpenClaw should coordinate the pipeline, not silently become the canonical data layer.
|
||||
|
||||
## Decision table
|
||||
|
||||
| Observed signal type | Default pipeline outcome | Canonical destination if accepted |
|
||||
|---|---|---|
|
||||
| Ambiguous or raw conversation | Evidence only | none |
|
||||
| Historical archive context | Evidence only or candidate | memory or entity only after review |
|
||||
| Personal preference | Memory candidate | AtoCore memory |
|
||||
| Episodic fact | Memory candidate | AtoCore memory |
|
||||
| Loose stable project signal | Memory candidate | AtoCore memory |
|
||||
| Structured decision / requirement / constraint | Entity candidate | future AtoCore entity |
|
||||
| Claimed current trusted answer | Needs explicit curation | project_state, but only after review |
|
||||
| Tool-origin engineering fact | Canonical source update first | repo / KB / PKM tool of origin |
|
||||
|
||||
## What the pipeline deliberately prevents
|
||||
|
||||
This V1 pipeline deliberately prevents these bad paths:
|
||||
|
||||
- Discord -> project_state directly
|
||||
- Discrawl archive -> project_state directly
|
||||
- Discord -> registry mutation directly
|
||||
- Discord -> refresh or ingest directly without explicit approval
|
||||
- raw chat -> promote or reject directly
|
||||
- OpenClaw turning evidence into truth without a review gate
|
||||
|
||||
## Deferred from V1
|
||||
|
||||
Screenpipe is deferred from V1. It is not an active input lane in this pipeline and it is not a runtime dependency of this pipeline. If it is revisited later, it should be handled in a separate future design and not treated as an implicit part of this pipeline.
|
||||
|
||||
## Bottom line
|
||||
|
||||
The promotion pipeline is intentionally conservative.
|
||||
|
||||
Its job is not to maximize writes.
|
||||
Its job is to preserve trust while still letting Discord, Discrawl, OpenClaw, PKM, and repos contribute useful signal.
|
||||
|
||||
That means the safe default path is:
|
||||
|
||||
- capture broadly
|
||||
- trust narrowly
|
||||
- promote deliberately
|
||||
96
docs/openclaw-atocore-shared-client-consolidation-preview.md
Normal file
96
docs/openclaw-atocore-shared-client-consolidation-preview.md
Normal file
@@ -0,0 +1,96 @@
|
||||
# OpenClaw x AtoCore Shared-Client Consolidation Preview
|
||||
|
||||
## Status
|
||||
|
||||
Proposal only. Not applied.
|
||||
|
||||
## Why this exists
|
||||
|
||||
The current OpenClaw helper script duplicates AtoCore-calling logic that already exists in the shared operator client:
|
||||
|
||||
- request handling
|
||||
- fail-open behavior
|
||||
- project detection
|
||||
- project lifecycle command surface
|
||||
|
||||
The preferred direction is to consolidate OpenClaw toward the shared operator client pattern documented in `docs/architecture/llm-client-integration.md`.
|
||||
|
||||
## Goal
|
||||
|
||||
Keep the OpenClaw skill and operator policy in OpenClaw, but stop maintaining a separate Bash implementation of the AtoCore client surface when the shared client already exists in `/home/papa/ATOCore/scripts/atocore_client.py`.
|
||||
|
||||
## Non-goals for this preview
|
||||
|
||||
- no implementation in this phase
|
||||
- no runtime change in this phase
|
||||
- no new helper command in this phase
|
||||
- no change to approval policy in this preview
|
||||
|
||||
## Preview diff
|
||||
|
||||
This is a conceptual diff preview only.
|
||||
It is not applied.
|
||||
|
||||
```diff
|
||||
--- a/skills/atocore-context/scripts/atocore.sh
|
||||
+++ b/skills/atocore-context/scripts/atocore.sh
|
||||
@@
|
||||
-#!/usr/bin/env bash
|
||||
-set -euo pipefail
|
||||
-
|
||||
-BASE_URL="${ATOCORE_BASE_URL:-http://dalidou:8100}"
|
||||
-TIMEOUT="${ATOCORE_TIMEOUT_SECONDS:-30}"
|
||||
-REFRESH_TIMEOUT="${ATOCORE_REFRESH_TIMEOUT_SECONDS:-1800}"
|
||||
-FAIL_OPEN="${ATOCORE_FAIL_OPEN:-true}"
|
||||
-
|
||||
-request() {
|
||||
- # local curl-based request logic
|
||||
-}
|
||||
-
|
||||
-detect_project() {
|
||||
- # local project detection logic
|
||||
-}
|
||||
-
|
||||
-case "$cmd" in
|
||||
- health) request GET /health ;;
|
||||
- projects) request GET /projects ;;
|
||||
- auto-context) ... ;;
|
||||
- register-project) ... ;;
|
||||
- refresh-project) ... ;;
|
||||
- ingest-sources) ... ;;
|
||||
-esac
|
||||
+#!/usr/bin/env bash
|
||||
+set -euo pipefail
|
||||
+
|
||||
+CLIENT="${ATOCORE_SHARED_CLIENT:-/home/papa/ATOCore/scripts/atocore_client.py}"
|
||||
+
|
||||
+if [[ ! -f "$CLIENT" ]]; then
|
||||
+ echo "Shared AtoCore client not found: $CLIENT" >&2
|
||||
+ exit 1
|
||||
+fi
|
||||
+
|
||||
+exec python3 "$CLIENT" "$@"
|
||||
```
|
||||
|
||||
## Recommended implementation shape later
|
||||
|
||||
If and when this is implemented, the safer shape is:
|
||||
|
||||
1. keep policy and approval guidance in OpenClaw instructions and skill text
|
||||
2. delegate actual AtoCore client behavior to the shared operator client
|
||||
3. avoid adding any new helper command unless explicitly approved
|
||||
4. keep read-path and approved-operator-path distinctions in the OpenClaw guidance layer
|
||||
|
||||
## Risk notes
|
||||
|
||||
Potential follow-up concerns to handle before applying:
|
||||
|
||||
- path dependency on `/home/papa/ATOCore/scripts/atocore_client.py`
|
||||
- what should happen if the AtoCore repo is unavailable from the OpenClaw machine
|
||||
- whether a thin compatibility wrapper is needed for help text or argument normalization
|
||||
- ensuring OpenClaw policy still blocks unapproved Discord-originated mutations even if the shared client exposes them
|
||||
|
||||
## Bottom line
|
||||
|
||||
The duplication is real and consolidation is still the right direction.
|
||||
But in this phase it remains a proposal only.
|
||||
362
docs/openclaw-atocore-v1-architecture.md
Normal file
362
docs/openclaw-atocore-v1-architecture.md
Normal file
@@ -0,0 +1,362 @@
|
||||
# OpenClaw x AtoCore V1 Architecture
|
||||
|
||||
## Purpose
|
||||
|
||||
This document defines the safe V1 operating model for how Discord, Discrawl, OpenClaw, PKM, repos, and AtoCore work together.
|
||||
|
||||
The goal is to let these systems contribute useful signal into AtoCore without turning AtoCore into a raw dump and without blurring trust boundaries.
|
||||
|
||||
## V1 scope
|
||||
|
||||
V1 active inputs are:
|
||||
|
||||
- Discord and Discrawl evidence
|
||||
- OpenClaw interaction evidence
|
||||
- PKM, repos, and KB sources
|
||||
- read-only AtoCore context for comparison and deduplication
|
||||
|
||||
## Core stance
|
||||
|
||||
The V1 stance is simple:
|
||||
|
||||
- Discord and Discrawl are evidence streams.
|
||||
- OpenClaw is the operator and orchestrator.
|
||||
- PKM, repos, and KB tools remain the canonical human and tool truth.
|
||||
- AtoCore memories hold reviewed episodic, personal, and loose project signal.
|
||||
- AtoCore project_state holds the current trusted project answer, manually or tightly gated only.
|
||||
- Future AtoCore entities hold reviewed structured decisions, requirements, constraints, and related facts.
|
||||
|
||||
## Architectural principles
|
||||
|
||||
1. AtoCore remains additive and fail-open from the OpenClaw side.
|
||||
2. Every fact type has exactly one canonical home.
|
||||
3. Raw evidence is not trusted truth.
|
||||
4. Unreviewed signals become evidence or candidates, not active truth.
|
||||
5. Discord-originated paths never directly mutate project_state, registry state, refresh state, ingestion state, or review decisions without explicit human approval.
|
||||
6. OpenClaw is not canonical storage. It retrieves, compares, summarizes, requests approval, and performs approved operator actions.
|
||||
7. The shared operator client is the canonical mutating operator surface. Frontends should reuse it instead of reimplementing AtoCore-calling logic.
|
||||
|
||||
## Explicit approval rule
|
||||
|
||||
In this V1 policy, explicit approval means all of the following:
|
||||
|
||||
- the human directly instructs the specific mutating action
|
||||
- the instruction appears in the current thread or current session
|
||||
- the approval is for that specific action, not vague intent
|
||||
- the approval is not inferred from Discord evidence, Discrawl recall, screener output, or general discussion
|
||||
|
||||
Examples of explicit approval:
|
||||
|
||||
- "refresh p05 now"
|
||||
- "register this project"
|
||||
- "promote that candidate"
|
||||
- "write this to project_state"
|
||||
|
||||
Examples that are not explicit approval:
|
||||
|
||||
- "we should probably refresh this sometime"
|
||||
- "I think this is the current answer"
|
||||
- archived discussion saying a mutation might be useful
|
||||
- a screener report recommending a mutation
|
||||
|
||||
## System roles
|
||||
|
||||
### Discord
|
||||
|
||||
Discord is a live conversational source.
|
||||
It contains fresh context, discussion, uncertainty, and project language grounded in real work.
|
||||
It is not authoritative by itself.
|
||||
|
||||
Discord-originated material should be treated as:
|
||||
|
||||
- raw evidence
|
||||
- candidate material after screening
|
||||
- possible justification for a later human-reviewed promotion into a canonical home
|
||||
|
||||
Discord should never be treated as direct trusted project truth just because someone said it in chat.
|
||||
|
||||
### Discrawl
|
||||
|
||||
Discrawl is a retrieval and archive layer over Discord history.
|
||||
It turns prior conversation into searchable evidence.
|
||||
That is useful for recall, context building, and finding prior decisions or open questions.
|
||||
|
||||
Discrawl is still evidence, not authority.
|
||||
A retrieved Discord thread may show what people thought or said. It does not by itself become trusted project_state.
|
||||
|
||||
### OpenClaw
|
||||
|
||||
OpenClaw is the orchestrator and operator.
|
||||
It is where the human interacts, where approvals happen, and where cross-source reasoning happens.
|
||||
|
||||
OpenClaw's job is to:
|
||||
|
||||
- retrieve
|
||||
- compare
|
||||
- summarize
|
||||
- ask for approval when mutation is requested
|
||||
- call the shared operator client for approved writes
|
||||
- fail open when AtoCore is unavailable
|
||||
|
||||
OpenClaw is not the canonical place where project facts live long-term.
|
||||
|
||||
### PKM
|
||||
|
||||
PKM is a canonical human-authored prose source.
|
||||
It is where notes, thinking, and ongoing project writing live.
|
||||
|
||||
PKM is the canonical home for:
|
||||
|
||||
- project prose notes
|
||||
- working notes
|
||||
- long-form summaries
|
||||
- journal-style project history
|
||||
|
||||
PKM is not the place where OpenClaw should be taught how to operate AtoCore. Operator instructions belong in repo docs and OpenClaw instructions and skills.
|
||||
|
||||
### Repos and KB tools
|
||||
|
||||
Repos and KB tools are canonical human and tool truth for code and structured engineering artifacts.
|
||||
|
||||
They are the canonical home for:
|
||||
|
||||
- source code
|
||||
- repo design docs
|
||||
- structured tool outputs
|
||||
- KB-CAD and KB-FEM facts where those systems are the tool of origin
|
||||
|
||||
### AtoCore memories
|
||||
|
||||
AtoCore memories are for reviewed, durable machine-usable signal that is still loose enough to belong in memory rather than in a stricter structured layer.
|
||||
|
||||
Examples:
|
||||
|
||||
- episodic facts
|
||||
- preferences
|
||||
- identity facts
|
||||
- reviewed loose project facts
|
||||
|
||||
AtoCore memories are not a place to dump raw Discord capture.
|
||||
|
||||
### AtoCore project_state
|
||||
|
||||
AtoCore project_state is the trusted current answer layer.
|
||||
It is the place for questions like:
|
||||
|
||||
- what is the current selected architecture?
|
||||
- what is the current next focus?
|
||||
- what is the trusted status answer right now?
|
||||
|
||||
Because this layer answers current-truth questions, it must remain manually curated or tightly gated.
|
||||
|
||||
### Future AtoCore entities
|
||||
|
||||
Future entities are the canonical home for structured engineering facts that deserve stronger representation than freeform memory.
|
||||
|
||||
Examples:
|
||||
|
||||
- decisions
|
||||
- requirements
|
||||
- constraints
|
||||
- validation claims
|
||||
- structured relationships later
|
||||
|
||||
These should be promoted from evidence or candidates only after review.
|
||||
|
||||
## Logical flow
|
||||
|
||||
```text
|
||||
Discord live chat --.
|
||||
Discrawl archive ----+--> evidence bundle / interactions / screener input
|
||||
OpenClaw evidence ---'
|
||||
|
|
||||
v
|
||||
nightly screener
|
||||
|
|
||||
.--------+--------.
|
||||
v v
|
||||
memory candidates entity candidates (later)
|
||||
| |
|
||||
'--------+--------'
|
||||
v
|
||||
human review in OpenClaw
|
||||
|
|
||||
.-----------------+-----------------.
|
||||
v v v
|
||||
active memory active entity explicit curation
|
||||
|
|
||||
v
|
||||
project_state
|
||||
```
|
||||
|
||||
The load-bearing rule is that review happens before trust.
|
||||
|
||||
## Canonical-home table
|
||||
|
||||
Every named fact type below has exactly one canonical home.
|
||||
|
||||
| Fact type | Canonical home | Why |
|
||||
|---|---|---|
|
||||
| Raw Discord message | Discord / Discrawl archive | It is conversational evidence, not normalized truth |
|
||||
| Archived Discord thread history | Discrawl archive | It is the retrieval form of Discord evidence |
|
||||
| OpenClaw operator instructions | OpenClaw repo docs / skills / instructions | Operating behavior should live in code-adjacent instructions, not PKM |
|
||||
| Project prose notes | PKM | Human-authored project prose belongs in PKM |
|
||||
| Source code | Repo | Code truth lives in version control |
|
||||
| Repo design or architecture doc | Repo | The documentation belongs with the code or system it describes |
|
||||
| Structured KB-CAD / KB-FEM fact | KB tool of origin | Tool-managed structured engineering facts belong in their tool of origin |
|
||||
| Personal identity fact | AtoCore memory (`identity`) | AtoCore memory is the durable machine-usable home |
|
||||
| Preference fact | AtoCore memory (`preference`) | Same reason |
|
||||
| Episodic fact | AtoCore memory (`episodic`) | It is durable recall, not project_state |
|
||||
| Loose reviewed project signal | AtoCore memory (`project`) | Good fit for reviewed but not fully structured project signal |
|
||||
| Engineering decision | Future AtoCore entity (`Decision`) | Decisions need structured lifecycle and supersession |
|
||||
| Requirement | Future AtoCore entity (`Requirement`) | Requirements need structured management |
|
||||
| Constraint | Future AtoCore entity (`Constraint`) | Constraints need structured management |
|
||||
| Current trusted project answer | AtoCore `project_state` | This layer is explicitly for current trusted truth |
|
||||
| Project registration metadata | AtoCore project registry | Registry state is its own canonical operator layer |
|
||||
| Review action (promote / reject / invalidate) | AtoCore audit trail / operator action log | Review decisions are operator events, not source facts |
|
||||
|
||||
## What this means for Discord-originated facts
|
||||
|
||||
A Discord-originated signal can end in more than one place, but not directly.
|
||||
|
||||
### If the signal is conversational, ambiguous, or historical
|
||||
|
||||
It stays in the evidence lane:
|
||||
|
||||
- Discord
|
||||
- Discrawl archive
|
||||
- optional screener artifact
|
||||
- optional candidate queue
|
||||
|
||||
It does not become trusted project_state.
|
||||
|
||||
### If the signal is a stable personal or episodic fact
|
||||
|
||||
It may be promoted to AtoCore memory after review.
|
||||
|
||||
Examples:
|
||||
|
||||
- "Antoine prefers concise operator summaries."
|
||||
- "We decided in discussion to keep AtoCore additive."
|
||||
|
||||
These belong in reviewed memory, not in project_state.
|
||||
|
||||
### If the signal expresses a structured engineering fact
|
||||
|
||||
It may become an entity candidate and later an active entity.
|
||||
|
||||
Examples:
|
||||
|
||||
- a requirement
|
||||
- a decision
|
||||
- a constraint
|
||||
|
||||
Again, not directly from raw chat. The chat is evidence for the candidate.
|
||||
|
||||
### If the signal is the current trusted answer
|
||||
|
||||
It still should not jump directly from Discord into project_state.
|
||||
Instead, a human should explicitly curate it into project_state after checking it against the right canonical home.
|
||||
|
||||
That canonical home may be:
|
||||
|
||||
- PKM for prose and project notes
|
||||
- repo for code and design docs
|
||||
- KB tools for structured engineering facts
|
||||
- active entity if the engineering layer is the canonical home
|
||||
|
||||
## Approval boundaries
|
||||
|
||||
### Reads
|
||||
|
||||
The following may be invoked automatically when useful:
|
||||
|
||||
- `health`
|
||||
- `projects`
|
||||
- `detect-project`
|
||||
- `auto-context`
|
||||
- `query`
|
||||
- `project-state` read
|
||||
- Discrawl retrieval
|
||||
|
||||
These are additive and fail-open.
|
||||
|
||||
### Mutations requiring explicit human approval
|
||||
|
||||
The following are operator actions, not conversational automation:
|
||||
|
||||
- `register-project`
|
||||
- `update-project`
|
||||
- `refresh-project`
|
||||
- `ingest-sources`
|
||||
- `project-state-set`
|
||||
- `project-state-invalidate`
|
||||
- `capture` when used as a durable write outside conservative logging policy
|
||||
- `extract` with persistence
|
||||
- `promote`
|
||||
- `reject`
|
||||
- future entity promotion or rejection
|
||||
|
||||
For Discord-originated paths, approval must satisfy the explicit approval rule above.
|
||||
|
||||
## Shared operator client rule
|
||||
|
||||
The preferred V1 architecture is:
|
||||
|
||||
- AtoCore HTTP API as system interface
|
||||
- shared operator client as reusable mutating surface
|
||||
- OpenClaw as a thin frontend and operator around that client
|
||||
|
||||
That avoids duplicating:
|
||||
|
||||
- project detection logic
|
||||
- request logic
|
||||
- failure handling
|
||||
- mutation surface behavior
|
||||
- approval wrappers
|
||||
|
||||
OpenClaw should keep its own high-level operating instructions, but it should not keep growing a parallel AtoCore mutation implementation.
|
||||
|
||||
## V1 boundary summary
|
||||
|
||||
### Allowed automatic behavior
|
||||
|
||||
- read-only retrieval
|
||||
- context build
|
||||
- Discrawl recall
|
||||
- evidence collection
|
||||
- nightly screening into reviewable output
|
||||
- fail-open fallback when AtoCore is unavailable
|
||||
|
||||
### Allowed only after explicit human review or approval
|
||||
|
||||
- candidate persistence from evidence
|
||||
- candidate promotion or rejection
|
||||
- project refresh or ingestion
|
||||
- registry mutation
|
||||
- trusted project_state writes
|
||||
|
||||
### Not allowed as automatic behavior
|
||||
|
||||
- direct Discord -> project_state writes
|
||||
- direct Discord -> register / update / refresh / ingest / promote / reject
|
||||
- hidden mutation inside the screener
|
||||
- treating PKM as the main operator-instruction layer for AtoCore behavior
|
||||
|
||||
## Deferred from V1
|
||||
|
||||
Screenpipe is deferred.
|
||||
It is not an active input lane in V1 and it must not become a runtime, skill, or policy dependency in V1.
|
||||
If it is revisited later, it must be treated as a separate future design decision, not as an implicit V1 extension.
|
||||
|
||||
## Bottom line
|
||||
|
||||
The safe V1 architecture is not "everything can write into AtoCore."
|
||||
It is a layered system where:
|
||||
|
||||
- evidence comes in broadly
|
||||
- trust rises slowly
|
||||
- canonical homes stay singular
|
||||
- OpenClaw remains the operator
|
||||
- AtoCore remains the additive machine-memory and trusted-state layer
|
||||
- the shared operator client becomes the one reusable write-capable surface
|
||||
207
docs/openclaw-atocore-v1-proof-runbook.md
Normal file
207
docs/openclaw-atocore-v1-proof-runbook.md
Normal file
@@ -0,0 +1,207 @@
|
||||
# OpenClaw x AtoCore V1 Proof Runbook
|
||||
|
||||
## Purpose
|
||||
|
||||
This is the concise proof and operator runbook for the final V1 policy.
|
||||
It shows, in concrete paths, that:
|
||||
|
||||
- a Discord-originated signal cannot reach `project_state` without candidate or review gating
|
||||
- Discord cannot directly execute `register-project`, `update-project`, `refresh-project`, `ingest-sources`, `promote`, or `reject` without explicit approval
|
||||
|
||||
## Explicit approval definition
|
||||
|
||||
For V1, explicit approval means:
|
||||
|
||||
- the human directly instructs the specific mutating action
|
||||
- the instruction is in the current thread or current session
|
||||
- the approval is for that exact action
|
||||
- the approval is not inferred from evidence, archives, or screener output
|
||||
|
||||
Examples:
|
||||
|
||||
- "refresh p05 now"
|
||||
- "register this project"
|
||||
- "promote that candidate"
|
||||
- "write this to project_state"
|
||||
|
||||
Non-examples:
|
||||
|
||||
- "this looks like the current answer"
|
||||
- "we should probably refresh this"
|
||||
- an old Discord thread saying a refresh might help
|
||||
- a screener report recommending a mutation
|
||||
|
||||
## Proof 1 - Discord cannot directly reach project_state
|
||||
|
||||
Blocked path:
|
||||
|
||||
```text
|
||||
Discord message
|
||||
-> evidence
|
||||
-> optional candidate
|
||||
-> review
|
||||
-> optional explicit curation
|
||||
-> project_state
|
||||
```
|
||||
|
||||
What is blocked:
|
||||
|
||||
- Discord -> project_state directly
|
||||
- Discrawl archive -> project_state directly
|
||||
- screener output -> project_state directly
|
||||
|
||||
What is allowed:
|
||||
|
||||
1. Discord message enters the evidence lane.
|
||||
2. It may become a memory or entity candidate after screening.
|
||||
3. A human reviews the candidate.
|
||||
4. If the fact is truly the current trusted answer, the human may explicitly curate it into `project_state`.
|
||||
|
||||
Conclusion:
|
||||
|
||||
`project_state` is reachable only after review and explicit curation. There is no direct Discord-originated write path.
|
||||
|
||||
## Proof 2 - Discord cannot directly execute mutating operator actions
|
||||
|
||||
Blocked direct actions:
|
||||
|
||||
- `register-project`
|
||||
- `update-project`
|
||||
- `refresh-project`
|
||||
- `ingest-sources`
|
||||
- `promote`
|
||||
- `reject`
|
||||
- `project-state-set`
|
||||
- `project-state-invalidate`
|
||||
|
||||
Blocked path:
|
||||
|
||||
```text
|
||||
Discord message
|
||||
-> evidence or operator request context
|
||||
-X-> direct mutation
|
||||
```
|
||||
|
||||
Allowed path:
|
||||
|
||||
```text
|
||||
Discord message
|
||||
-> OpenClaw recognizes requested operator action
|
||||
-> explicit approval check
|
||||
-> approved operator action
|
||||
-> shared operator client or helper call
|
||||
```
|
||||
|
||||
Conclusion:
|
||||
|
||||
Discord can request or justify a mutation, but it cannot perform it on its own.
|
||||
|
||||
## Proof 3 - Discrawl does not create approval
|
||||
|
||||
Discrawl is evidence retrieval.
|
||||
It may surface:
|
||||
|
||||
- prior discussions
|
||||
- earlier decisions
|
||||
- unresolved questions
|
||||
- prior suggestions to mutate state
|
||||
|
||||
It does not create approval for mutation.
|
||||
|
||||
Blocked path:
|
||||
|
||||
```text
|
||||
Discrawl recall
|
||||
-X-> refresh-project
|
||||
-X-> promote
|
||||
-X-> project_state write
|
||||
```
|
||||
|
||||
Allowed path:
|
||||
|
||||
```text
|
||||
Discrawl recall
|
||||
-> evidence for human review
|
||||
-> explicit approval in current thread/session if mutation is desired
|
||||
-> approved operator action
|
||||
```
|
||||
|
||||
Conclusion:
|
||||
|
||||
Archive recall informs review. It does not authorize writes.
|
||||
|
||||
## Proof 4 - Screener has no hidden mutation lane
|
||||
|
||||
The screener may:
|
||||
|
||||
- gather evidence
|
||||
- classify evidence
|
||||
- prepare candidates
|
||||
- prepare operator queues
|
||||
- report contradictions or missing context
|
||||
|
||||
The screener may not:
|
||||
|
||||
- write `project_state`
|
||||
- mutate registry state
|
||||
- refresh or ingest directly
|
||||
- promote or reject directly
|
||||
|
||||
Blocked path:
|
||||
|
||||
```text
|
||||
screener output
|
||||
-X-> hidden mutation
|
||||
```
|
||||
|
||||
Allowed path:
|
||||
|
||||
```text
|
||||
screener output
|
||||
-> review queue or operator queue
|
||||
-> explicit approval if mutation is wanted
|
||||
-> approved operator action
|
||||
```
|
||||
|
||||
Conclusion:
|
||||
|
||||
The screener is a filter, not a hidden writer.
|
||||
|
||||
## Minimal operator decision table
|
||||
|
||||
| Situation | Allowed next step | Blocked next step |
|
||||
|---|---|---|
|
||||
| Discord says "this is the current answer" | evidence, then review, then possible explicit curation | direct `project_state` write |
|
||||
| Discord says "refresh p05" without direct instruction | ask for explicit approval | direct `refresh-project` |
|
||||
| Discord says "refresh p05 now" | approved operator action may run | none, if approval is explicit |
|
||||
| Discrawl finds an old thread asking for registration | use as review context only | direct `register-project` |
|
||||
| Screener recommends promotion | ask for explicit review decision | direct `promote` |
|
||||
|
||||
## Practical runbook
|
||||
|
||||
### Case A - current-truth claim from Discord
|
||||
|
||||
1. Treat the message as evidence.
|
||||
2. Check the canonical home.
|
||||
3. If needed, prepare a candidate or review note.
|
||||
4. Do not write `project_state` unless the human explicitly approves that curation step.
|
||||
|
||||
### Case B - requested refresh from Discord
|
||||
|
||||
1. Determine whether the message is a direct instruction or only discussion.
|
||||
2. If not explicit, ask for approval.
|
||||
3. Only perform `refresh-project` after explicit approval in the current thread or session.
|
||||
|
||||
### Case C - candidate promotion request
|
||||
|
||||
1. Candidate exists or is proposed.
|
||||
2. Review the evidence and the candidate text.
|
||||
3. Only perform `promote` or `reject` after explicit review decision.
|
||||
|
||||
## Bottom line
|
||||
|
||||
The V1 rule is easy to test:
|
||||
|
||||
If the path starts from Discord or Discrawl and ends in trusted or operator state, there must be a visible approval or review step in the middle.
|
||||
|
||||
If that visible step is missing, the action is not allowed.
|
||||
184
docs/openclaw-atocore-write-policy-matrix.md
Normal file
184
docs/openclaw-atocore-write-policy-matrix.md
Normal file
@@ -0,0 +1,184 @@
|
||||
# OpenClaw x AtoCore V1 Write-Policy Matrix
|
||||
|
||||
## Purpose
|
||||
|
||||
This matrix defines what each source is allowed to write to each target in V1.
|
||||
|
||||
Policy meanings:
|
||||
|
||||
- `auto-write` = allowed automatically without a human approval gate
|
||||
- `candidate-only` = may create reviewable candidate material, but not active truth
|
||||
- `human-review` = allowed only after explicit human review or explicit human approval
|
||||
- `never-auto-write` = never allowed as an automatic write path
|
||||
|
||||
## Explicit approval rule
|
||||
|
||||
In this matrix, `human-review` is concrete, not vague.
|
||||
For Discord-originated or Discrawl-originated paths it means:
|
||||
|
||||
- the human directly instructs the specific mutating action
|
||||
- the instruction is in the current thread or current session
|
||||
- the approval is for that specific action
|
||||
- the approval is not inferred from evidence, archives, screener output, or general discussion
|
||||
|
||||
Examples of explicit approval:
|
||||
|
||||
- "refresh p05 now"
|
||||
- "register this project"
|
||||
- "promote this candidate"
|
||||
- "write this to project_state"
|
||||
|
||||
Non-examples:
|
||||
|
||||
- "this looks important"
|
||||
- "we should probably refresh this"
|
||||
- archived discussion that once mentioned a similar mutation
|
||||
- a screener note recommending promotion
|
||||
|
||||
## V1 scope note
|
||||
|
||||
V1 active inputs are:
|
||||
|
||||
- Discord and Discrawl
|
||||
- OpenClaw interaction evidence
|
||||
- PKM, repos, and KB sources
|
||||
- read-only AtoCore context for comparison and deduplication
|
||||
|
||||
## Targets
|
||||
|
||||
The targets below are the only ones that matter for this policy.
|
||||
|
||||
- Evidence artifacts
|
||||
- Memory candidates
|
||||
- Active memories
|
||||
- Entity candidates
|
||||
- Active entities
|
||||
- Trusted project_state
|
||||
- Registry / refresh / ingest mutations
|
||||
- Review actions
|
||||
|
||||
## Matrix
|
||||
|
||||
| Source | Target | Policy | Notes / gate |
|
||||
|---|---|---|---|
|
||||
| Discord live message | Evidence artifacts | auto-write | Safe evidence capture or archive only |
|
||||
| Discord live message | Memory candidates | candidate-only | Only after screening or extraction; never direct active write |
|
||||
| Discord live message | Active memories | human-review | Promote only after review of the candidate and evidence |
|
||||
| Discord live message | Entity candidates | candidate-only | Only when structured signal is extracted from evidence |
|
||||
| Discord live message | Active entities | human-review | Review required before promotion |
|
||||
| Discord live message | Trusted project_state | human-review | Only via explicit curation; never directly from raw chat |
|
||||
| Discord live message | Registry / refresh / ingest mutations | human-review | Requires explicit approval in the current thread or session |
|
||||
| Discord live message | Review actions | human-review | Discord cannot silently promote or reject on its own |
|
||||
| Discrawl archive result | Evidence artifacts | auto-write | Archive or search result is evidence by design |
|
||||
| Discrawl archive result | Memory candidates | candidate-only | Extract reviewed signal from archived conversation |
|
||||
| Discrawl archive result | Active memories | human-review | Promotion required |
|
||||
| Discrawl archive result | Entity candidates | candidate-only | Archived discussion may justify candidate creation |
|
||||
| Discrawl archive result | Active entities | human-review | Promotion required |
|
||||
| Discrawl archive result | Trusted project_state | human-review | Must be explicitly curated; never inferred directly from archive |
|
||||
| Discrawl archive result | Registry / refresh / ingest mutations | human-review | Archive recall cannot directly mutate operator state |
|
||||
| Discrawl archive result | Review actions | human-review | Archive evidence informs review; it does not perform review |
|
||||
| OpenClaw read/query flow | Evidence artifacts | auto-write | Conservative interaction or evidence logging is acceptable |
|
||||
| OpenClaw read/query flow | Memory candidates | candidate-only | Only through explicit extraction path |
|
||||
| OpenClaw read/query flow | Active memories | human-review | Requires operator review |
|
||||
| OpenClaw read/query flow | Entity candidates | candidate-only | Future extraction path |
|
||||
| OpenClaw read/query flow | Active entities | human-review | Requires operator review |
|
||||
| OpenClaw read/query flow | Trusted project_state | never-auto-write | Read/query flow must stay additive |
|
||||
| OpenClaw read/query flow | Registry / refresh / ingest mutations | never-auto-write | Read/query automation must not mutate operator state |
|
||||
| OpenClaw read/query flow | Review actions | never-auto-write | Read automation cannot silently promote or reject |
|
||||
| OpenClaw approved operator action | Evidence artifacts | auto-write | May create operator or audit artifacts |
|
||||
| OpenClaw approved operator action | Memory candidates | human-review | Candidate persistence is itself an approved operator action |
|
||||
| OpenClaw approved operator action | Active memories | human-review | Promotion allowed only through reviewed operator action |
|
||||
| OpenClaw approved operator action | Entity candidates | human-review | Same rule for future entities |
|
||||
| OpenClaw approved operator action | Active entities | human-review | Promotion allowed only through reviewed operator action |
|
||||
| OpenClaw approved operator action | Trusted project_state | human-review | Allowed only as explicit curation |
|
||||
| OpenClaw approved operator action | Registry / refresh / ingest mutations | human-review | Explicit approval required |
|
||||
| OpenClaw approved operator action | Review actions | human-review | Explicit review required |
|
||||
| PKM note | Evidence artifacts | human-review | Snapshotting into evidence is optional, not the primary path |
|
||||
| PKM note | Memory candidates | candidate-only | Extraction from PKM is allowed into the candidate lane |
|
||||
| PKM note | Active memories | human-review | Promotion required |
|
||||
| PKM note | Entity candidates | candidate-only | Extract structured signal into the candidate lane |
|
||||
| PKM note | Active entities | human-review | Promotion required |
|
||||
| PKM note | Trusted project_state | human-review | Only via explicit curation of current truth |
|
||||
| PKM note | Registry / refresh / ingest mutations | human-review | A human may choose to refresh based on PKM changes |
|
||||
| PKM note | Review actions | human-review | PKM may support the decision, but not execute it automatically |
|
||||
| Repo / KB source | Evidence artifacts | human-review | Optional audit or screener snapshot only |
|
||||
| Repo / KB source | Memory candidates | candidate-only | Extract loose durable signal if useful |
|
||||
| Repo / KB source | Active memories | human-review | Promotion required |
|
||||
| Repo / KB source | Entity candidates | candidate-only | Strong future path for structured facts |
|
||||
| Repo / KB source | Active entities | human-review | Promotion required |
|
||||
| Repo / KB source | Trusted project_state | human-review | Explicit curation only |
|
||||
| Repo / KB source | Registry / refresh / ingest mutations | human-review | A human may refresh or ingest based on source changes |
|
||||
| Repo / KB source | Review actions | human-review | Source can justify review; it does not perform review |
|
||||
| AtoCore active memory | Evidence artifacts | never-auto-write | Active memory is already above the evidence layer |
|
||||
| AtoCore active memory | Memory candidates | never-auto-write | Do not recursively re-candidate active memory |
|
||||
| AtoCore active memory | Active memories | never-auto-write | Already active |
|
||||
| AtoCore active memory | Entity candidates | human-review | Graduation proposal only with review |
|
||||
| AtoCore active memory | Active entities | human-review | Requires graduation plus promotion |
|
||||
| AtoCore active memory | Trusted project_state | human-review | A human may explicitly curate current truth from memory |
|
||||
| AtoCore active memory | Registry / refresh / ingest mutations | never-auto-write | Memory must not mutate registry or ingestion state |
|
||||
| AtoCore active memory | Review actions | human-review | Human reviewer decides |
|
||||
| AtoCore active entity | Evidence artifacts | never-auto-write | Already above the evidence layer |
|
||||
| AtoCore active entity | Memory candidates | never-auto-write | Do not backflow structured truth into memory candidates automatically |
|
||||
| AtoCore active entity | Active memories | never-auto-write | Canonical home is the entity, not a new memory |
|
||||
| AtoCore active entity | Entity candidates | never-auto-write | Already active |
|
||||
| AtoCore active entity | Active entities | never-auto-write | Already active |
|
||||
| AtoCore active entity | Trusted project_state | human-review | Explicit curation may publish the current trusted answer |
|
||||
| AtoCore active entity | Registry / refresh / ingest mutations | never-auto-write | Entities do not operate the registry |
|
||||
| AtoCore active entity | Review actions | human-review | Human reviewer decides |
|
||||
|
||||
## Discord-originated trace examples
|
||||
|
||||
### Example 1 - conversational decision in Discord
|
||||
|
||||
Allowed path:
|
||||
|
||||
1. Discord live message -> Evidence artifacts (`auto-write`)
|
||||
2. Evidence artifacts -> Memory candidates or Entity candidates (`candidate-only`)
|
||||
3. Candidate -> Active memory or Active entity (`human-review`)
|
||||
4. If it becomes the current trusted answer, a human may explicitly curate it into Trusted project_state (`human-review`)
|
||||
|
||||
There is no direct Discord -> project_state automatic path.
|
||||
|
||||
### Example 2 - archived Discord thread via Discrawl
|
||||
|
||||
Allowed path:
|
||||
|
||||
1. Discrawl result -> Evidence artifacts (`auto-write`)
|
||||
2. Discrawl result -> Memory candidates or Entity candidates (`candidate-only`)
|
||||
3. Human review decides promotion
|
||||
4. Optional explicit curation into project_state later
|
||||
|
||||
Again, there is no direct archive -> trusted truth path.
|
||||
|
||||
### Example 3 - Discord request to refresh a project
|
||||
|
||||
Allowed path:
|
||||
|
||||
1. Discord message is evidence of requested operator intent
|
||||
2. No mutation happens automatically
|
||||
3. OpenClaw requires explicit approval in the current thread or session for `refresh-project`
|
||||
4. Only then may OpenClaw perform the approved operator action
|
||||
|
||||
There is no direct Discord -> refresh path without explicit approval.
|
||||
|
||||
## V1 interpretation rules
|
||||
|
||||
1. Evidence can flow in broadly.
|
||||
2. Truth can only rise through review.
|
||||
3. project_state is the narrowest lane.
|
||||
4. Registry and ingestion operations are operator actions, not evidence effects.
|
||||
5. Discord-originated paths can inform operator actions, but they cannot silently execute them.
|
||||
6. Deferred sources that are out of V1 scope have no automatic or manual role in this V1 matrix.
|
||||
|
||||
## Deferred from V1
|
||||
|
||||
Screenpipe is deferred and intentionally omitted from this V1 matrix.
|
||||
|
||||
## Bottom line
|
||||
|
||||
If a source is noisy, conversational, or archived, its maximum automatic privilege in V1 is:
|
||||
|
||||
- evidence capture, or
|
||||
- candidate creation
|
||||
|
||||
Everything above that requires explicit human review or explicit human approval.
|
||||
51
scripts/eval_data/candidate_queue_snapshot.jsonl
Normal file
51
scripts/eval_data/candidate_queue_snapshot.jsonl
Normal file
@@ -0,0 +1,51 @@
|
||||
{"id": "0dd85386-cace-4f9a-9098-c6732f3c64fa", "type": "project", "project": "atocore", "confidence": 0.5, "content": "AtoCore roadmap: (1) extractor improvement, (2) harness expansion, (3) Wave 2 ingestion, (4) OpenClaw finish; steps 1+2 are current mini-phase"}
|
||||
{"id": "8939b875-152c-4c90-8614-3cfdc64cd1d6", "type": "knowledge", "project": "atocore", "confidence": 0.5, "content": "AtoCore is FastAPI (Python 3.12, SQLite + ChromaDB) on Dalidou home server (dalidou:8100), repo C:\\Users\\antoi\\ATOCore, data /srv/storage/atocore/, ingests Obsidian vault + Google Drive into vector memory system."}
|
||||
{"id": "93e37d2a-b512-4a97-b230-e64ac913d087", "type": "knowledge", "project": "atocore", "confidence": 0.5, "content": "Deploy AtoCore: git push origin main, then ssh papa@dalidou and run /srv/storage/atocore/app/deploy/dalidou/deploy.sh"}
|
||||
{"id": "4b82fe01-4393-464a-b935-9ad5d112d3d8", "type": "adaptation", "project": "atocore", "confidence": 0.5, "content": "Do not add memory extraction to interaction capture hot path; keep extraction as separate batch/manual step. Reason: latency and queue noise before review rhythm is comfortable."}
|
||||
{"id": "c873ec00-063e-488c-ad32-1233290a3feb", "type": "project", "project": "atocore", "confidence": 0.5, "content": "As of 2026-04-11, approved roadmap in order: observe reinforcement, batch extraction, candidate triage, off-Dalidou backup, retrieval quality review."}
|
||||
{"id": "665cdd27-0057-4e73-82f5-5d4f47189b5d", "type": "project", "project": "atocore", "confidence": 0.5, "content": "AtoCore adopts DEV-LEDGER.md as shared operating memory with stable headers; updated at session boundaries"}
|
||||
{"id": "5f89c51d-7e8b-4fb9-830d-a35bb649f9f7", "type": "adaptation", "project": "atocore", "confidence": 0.5, "content": "Codex branches for AtoCore fork from main (never orphan); use naming pattern codex/<topic>"}
|
||||
{"id": "25ac367c-8bbe-4ba4-8d8e-d533db33f2d9", "type": "adaptation", "project": "atocore", "confidence": 0.5, "content": "In AtoCore, Claude builds and Codex audits; never work in parallel on same files"}
|
||||
{"id": "89446ebe-fd42-4177-80db-3657bc41d048", "type": "adaptation", "project": "atocore", "confidence": 0.5, "content": "In AtoCore, P1-severity findings in DEV-LEDGER.md block further main commits until acknowledged"}
|
||||
{"id": "1f077e98-f945-4480-96ab-110b0671ebc6", "type": "adaptation", "project": "atocore", "confidence": 0.5, "content": "Every AtoCore session appends to DEV-LEDGER.md Session Log and updates Orientation before ending"}
|
||||
{"id": "89f60018-c23b-4b2f-80ca-e6f7d02c5cd3", "type": "preference", "project": "atocore", "confidence": 0.5, "content": "User prefers receiving standalone testing prompts they can paste into Claude Code on target deployments rather than having the assistant run tests directly."}
|
||||
{"id": "2f69a6ed-6de2-4565-87df-1ea3e8c42963", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "USB SSD on RPi is mandatory for polishing telemetry storage; must be independent of network for data integrity during runs."}
|
||||
{"id": "6bcaebde-9e45-4de5-a220-65d9c4cd451e", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Use Tailscale mesh for RPi remote access to provide SSH, file transfer, and NAT traversal without port forwarding."}
|
||||
{"id": "82f17880-92da-485e-a24a-0599ab1836e7", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Auto-sync telemetry data via rsync over Tailscale after runs complete; fire-and-forget pattern with automatic retry on network interruption."}
|
||||
{"id": "2dd36f74-db47-4c72-a185-fec025d07d4f", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Real-time telemetry monitoring should target 10 Hz downsampling; full 100 Hz streaming over network is not necessary."}
|
||||
{"id": "7519d82b-8065-41f0-812e-9c1a3573d7b9", "type": "knowledge", "project": "p06-polisher", "confidence": 0.5, "content": "Polishing telemetry data rate is approximately 29 MB per hour (100 Hz × 20 channels × 4 bytes = 8 KB/s)."}
|
||||
{"id": "78678162-5754-478b-b1fc-e25f22e0ee03", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Machine spec (shareable) + Atomaste spec (internal) separate concerns. Machine spec hides program generation as 'separate scope' to protect IP/business strategy."}
|
||||
{"id": "6657b4ae-d4ec-4fec-a66f-2975cdb10d13", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Firmware interface contract is invariant: controller-job.v1 input, run-log.v1 + telemetry output. No firmware changes needed regardless of program generation implementation."}
|
||||
{"id": "6d6f4fe9-73e5-449f-a802-6dc0a974f87b", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Atomaste sim spec documents forward/return paths, calibration model (Preston k), translation loss, and service/IP strategy—details hidden from shareable machine spec."}
|
||||
{"id": "932f38df-58f3-49c2-9968-8d422dc54b42", "type": "project", "project": "", "confidence": 0.5, "content": "USB SSD mandatory for storage (not SD card); directory structure /data/runs/{id}/, /data/manual/{id}/; status.json for machine state"}
|
||||
{"id": "2b3178e8-fe38-4338-b2b0-75a01da18cea", "type": "project", "project": "", "confidence": 0.5, "content": "RPi joins Tailscale mesh for remote access over SSH VPN; no public IP or port forwarding; fully offline operation"}
|
||||
{"id": "254c394d-3f80-4b34-a891-9f1cbfec74d7", "type": "project", "project": "", "confidence": 0.5, "content": "Data synchronization via rsync over Tailscale, failure-tolerant and non-blocking; USB stick as manual fallback"}
|
||||
{"id": "ee626650-1ee0-439c-85c9-6d32a876f239", "type": "project", "project": "", "confidence": 0.5, "content": "Machine design principle: works fully offline and independently; network connection is for remote access only"}
|
||||
{"id": "34add99d-8d2e-4586-b002-fc7b7d22bcb3", "type": "project", "project": "", "confidence": 0.5, "content": "No cloud, no real-time streaming, no remote control features in design scope"}
|
||||
{"id": "993e0afe-9910-4984-b608-f5e9de7c0453", "type": "project", "project": "atocore", "confidence": 0.5, "content": "P1: Reflection loop integration incomplete—extraction remains manual (POST /interactions/{id}/extract), not auto-triggered with reinforcement. Live capture won't auto-populate candidate review queue."}
|
||||
{"id": "bdf488d7-9200-441e-afbf-5335020ea78b", "type": "project", "project": "atocore", "confidence": 0.5, "content": "P1: Project memories excluded from context injection; build_context() requests [\"identity\", \"preference\"] only. Reinforcement signal doesn't reach assembled context packs."}
|
||||
{"id": "188197af-a61d-4616-9e39-712aeaaadf61", "type": "project", "project": "atocore", "confidence": 0.5, "content": "Current batch-extract rules produce only 1 candidate from 42 real captures. Extractor needs conversational-cue detection or LLM-assisted path to improve yield."}
|
||||
{"id": "acffcaa4-5966-4ec1-a0b2-3b8dcebe75bd", "type": "project", "project": "atocore", "confidence": 0.5, "content": "Next priority: extractor rule expansion (cheapest validation of reflection loop), then Wave 2 trusted operational ingestion (master-plan priority). Defer retrieval eval harness focus."}
|
||||
{"id": "1b44a886-a5af-4426-bf10-a92baf3a6502", "type": "knowledge", "project": "atocore", "confidence": 0.5, "content": "Alias canonicalization fix (resolve_project_name() boundary) is consistently applied across project state, memories, interactions, and context lookup. Code review approved directionally."}
|
||||
{"id": "e8f4e704-367b-4759-b20c-da0ccf06cf7d", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Machine capabilities now define z_type: engage_retract and cam_type: mechanical_with_encoder instead of actuator-driven setpoints."}
|
||||
{"id": "ab2b607c-52b1-405f-a874-c6078393c21c", "type": "knowledge", "project": "", "confidence": 0.5, "content": "Codex is an audit agent; communicate with it via markdown prompts with numbered steps; it updates findings via commits to codex/* branches or direct messages."}
|
||||
{"id": "5a5fd29d-291f-4e22-88fe-825cf55f745a", "type": "preference", "project": "", "confidence": 0.5, "content": "Audit-first workflow recommended: have codex audit DEV-LEDGER.md and recent commits before execution; validates round-trip, catches errors early."}
|
||||
{"id": "4c238106-017e-4283-99a1-639497b6ddde", "type": "knowledge", "project": "", "confidence": 0.5, "content": "DEV-LEDGER.md at repo root is the shared coordination document with Orientation, Active Plan, and Open Review Findings sections."}
|
||||
{"id": "83aed988-4257-4220-b612-6c725d6cd95a", "type": "project", "project": "atocore", "confidence": 0.5, "content": "Roadmap: Extractor improvement → Harness expansion → Wave 2 trusted operational ingestion → Finish OpenClaw integration (in that order)"}
|
||||
{"id": "95d87d1a-5daa-414d-95ff-a344a62e0b6b", "type": "project", "project": "atocore", "confidence": 0.5, "content": "Phase 1 (Extractor): eval-driven loop—label captures, improve rules/add LLM mode, measure yield & FP, stop when queue reviewable (not coverage metrics)"}
|
||||
{"id": "7aafb588-51b0-4536-a414-ebaaea924b98", "type": "project", "project": "atocore", "confidence": 0.5, "content": "Phases 1 & 2 (Extractor + Harness) are a mini-phase; without harness, extractor improvements are blind edits"}
|
||||
{"id": "aa50c51a-27d7-4db9-b7a3-7ca75dba2118", "type": "knowledge", "project": "", "confidence": 0.5, "content": "Dalidou stores Claude Code interactions via a Stop hook that fires after each turn and POSTs to http://dalidou:8100/interactions with client=claude-code parameter"}
|
||||
{"id": "5951108b-3a5e-49d0-9308-dfab449664d3", "type": "adaptation", "project": "", "confidence": 0.5, "content": "Interaction capture system is passive and automatic; no manual action required, interactions accumulate automatically during normal Claude Code usage"}
|
||||
{"id": "9d2cbbe9-cf2e-4aab-9cb8-c4951da70826", "type": "project", "project": "", "confidence": 0.5, "content": "Session Log/Ledger system tracks work state across sessions so future sessions immediately know what is true and what is next; phases marked by git SHAs."}
|
||||
{"id": "db88eecf-e31a-4fee-b07d-0b51db7e315e", "type": "project", "project": "atocore", "confidence": 0.5, "content": "atocore uses multi-model coordination: Claude and codex share DEV-LEDGER.md (current state / active plan / P1+P2 findings / recent decisions / commit log) read at session start, appended at session end"}
|
||||
{"id": "8748f071-ff28-47a6-8504-65ca30a8336a", "type": "project", "project": "atocore", "confidence": 0.5, "content": "atocore starts with manual-event-loop (/audit or /status prompts) using DEV-LEDGER.md before upgrading to automated git hooks/CI review"}
|
||||
{"id": "f9210883-67a8-4dae-9f27-6b5ae7bd8a6b", "type": "project", "project": "atocore", "confidence": 0.5, "content": "atocore development involves coordinating between Claude and codex models with shared plan/review strategy and counter-validation to improve system quality"}
|
||||
{"id": "85f008b9-2d6d-49ad-81a1-e254dac2a2ac", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Z-axis is a binary engage/retract mechanism (z_engaged bool), not continuous position control; confirmation timeout z_engage_timeout_s required."}
|
||||
{"id": "0cc417ed-ac38-4231-9786-a9582ac6a60f", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Cam amplitude and offset are mechanically set by operator and read via encoders; no actuators control them, controller receives encoder telemetry only."}
|
||||
{"id": "2e001aaf-0c5c-4547-9b96-ebc4172b258d", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Cam parameters in controller are expected_cam_amplitude_deg and expected_cam_offset_deg (read-only reference for verification), not command setpoints."}
|
||||
{"id": "47778126-b0cf-41d9-9e21-f2418f53e792", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Manual mode UI displays cam encoder readings (cam_amplitude_deg, cam_offset_deg) as read-only for operator verification of mechanical setting."}
|
||||
{"id": "410e4a70-ae12-4de2-8f31-071ffee3cad4", "type": "project", "project": "p06-polisher", "confidence": 0.5, "content": "Manual session log records cam_setting measured at session start; run-log segment actual block includes cam_amplitude_deg_mean and cam_offset_deg_mean."}
|
||||
{"id": "e94f94f0-3538-40dd-aef2-0189eacc7eb7", "type": "knowledge", "project": "atocore", "confidence": 0.5, "content": "AtoCore deployments to dalidou use the script /srv/storage/atocore/app/deploy/dalidou/deploy.sh instead of manual docker commands"}
|
||||
{"id": "23fa6fdf-cfb9-4850-ad04-3ea56551c30a", "type": "project", "project": "", "confidence": 0.5, "content": "Retrieval/extraction evaluation follows 8-day mini-phase plan with hard gates to prevent scope drift. Preflight checks must validate git SHAs, baselines, and fixture stability before coding."}
|
||||
{"id": "3e1fad28-031b-4670-a9d0-0af2e8ba1361", "type": "project", "project": "", "confidence": 0.5, "content": "Day 1: Create labeled extractor eval set from 30 captures (10 zero-candidate, 10 single-candidate, 10 ambiguous) with metadata; create scoring tool to measure precision/recall."}
|
||||
{"id": "d49378a4-d03c-4730-be87-f0fcb2d199db", "type": "project", "project": "", "confidence": 0.5, "content": "Day 2: Measure current extractor against labeled set, recording yield, true/false positives, and false negatives by pattern."}
|
||||
1
scripts/eval_data/triage_verdict_2026-04-12.json
Normal file
1
scripts/eval_data/triage_verdict_2026-04-12.json
Normal file
@@ -0,0 +1 @@
|
||||
{"promote": ["4b82fe01-4393-464a-b935-9ad5d112d3d8", "665cdd27-0057-4e73-82f5-5d4f47189b5d", "5f89c51d-7e8b-4fb9-830d-a35bb649f9f7", "25ac367c-8bbe-4ba4-8d8e-d533db33f2d9", "2f69a6ed-6de2-4565-87df-1ea3e8c42963", "6bcaebde-9e45-4de5-a220-65d9c4cd451e", "2dd36f74-db47-4c72-a185-fec025d07d4f", "7519d82b-8065-41f0-812e-9c1a3573d7b9", "78678162-5754-478b-b1fc-e25f22e0ee03", "6657b4ae-d4ec-4fec-a66f-2975cdb10d13", "ee626650-1ee0-439c-85c9-6d32a876f239", "1b44a886-a5af-4426-bf10-a92baf3a6502", "aa50c51a-27d7-4db9-b7a3-7ca75dba2118", "5951108b-3a5e-49d0-9308-dfab449664d3", "85f008b9-2d6d-49ad-81a1-e254dac2a2ac", "0cc417ed-ac38-4231-9786-a9582ac6a60f"], "reject": ["0dd85386-cace-4f9a-9098-c6732f3c64fa", "8939b875-152c-4c90-8614-3cfdc64cd1d6", "93e37d2a-b512-4a97-b230-e64ac913d087", "c873ec00-063e-488c-ad32-1233290a3feb", "89446ebe-fd42-4177-80db-3657bc41d048", "1f077e98-f945-4480-96ab-110b0671ebc6", "89f60018-c23b-4b2f-80ca-e6f7d02c5cd3", "82f17880-92da-485e-a24a-0599ab1836e7", "6d6f4fe9-73e5-449f-a802-6dc0a974f87b", "932f38df-58f3-49c2-9968-8d422dc54b42", "2b3178e8-fe38-4338-b2b0-75a01da18cea", "254c394d-3f80-4b34-a891-9f1cbfec74d7", "34add99d-8d2e-4586-b002-fc7b7d22bcb3", "993e0afe-9910-4984-b608-f5e9de7c0453", "bdf488d7-9200-441e-afbf-5335020ea78b", "188197af-a61d-4616-9e39-712aeaaadf61", "acffcaa4-5966-4ec1-a0b2-3b8dcebe75bd", "e8f4e704-367b-4759-b20c-da0ccf06cf7d", "ab2b607c-52b1-405f-a874-c6078393c21c", "5a5fd29d-291f-4e22-88fe-825cf55f745a", "4c238106-017e-4283-99a1-639497b6ddde", "83aed988-4257-4220-b612-6c725d6cd95a", "95d87d1a-5daa-414d-95ff-a344a62e0b6b", "7aafb588-51b0-4536-a414-ebaaea924b98", "9d2cbbe9-cf2e-4aab-9cb8-c4951da70826", "db88eecf-e31a-4fee-b07d-0b51db7e315e", "8748f071-ff28-47a6-8504-65ca30a8336a", "f9210883-67a8-4dae-9f27-6b5ae7bd8a6b", "2e001aaf-0c5c-4547-9b96-ebc4172b258d", "47778126-b0cf-41d9-9e21-f2418f53e792", "410e4a70-ae12-4de2-8f31-071ffee3cad4", "e94f94f0-3538-40dd-aef2-0189eacc7eb7", "23fa6fdf-cfb9-4850-ad04-3ea56551c30a", "3e1fad28-031b-4670-a9d0-0af2e8ba1361", "d49378a4-d03c-4730-be87-f0fcb2d199db"]}
|
||||
@@ -13,7 +13,7 @@
|
||||
"p06-polisher",
|
||||
"folded-beam"
|
||||
],
|
||||
"notes": "Canonical p04 decision — should surface both Trusted Project State (selected_mirror_architecture) and the project-memory band with the Option B memory"
|
||||
"notes": "Canonical p04 decision — should surface both Trusted Project State and the project-memory band"
|
||||
},
|
||||
{
|
||||
"name": "p04-constraints",
|
||||
@@ -27,7 +27,17 @@
|
||||
"expect_absent": [
|
||||
"polisher suite"
|
||||
],
|
||||
"notes": "Key constraints are in Trusted Project State (key_constraints) and in the mission-framing memory"
|
||||
"notes": "Key constraints are in Trusted Project State and in the mission-framing memory"
|
||||
},
|
||||
{
|
||||
"name": "p04-short-ambiguous",
|
||||
"project": "p04-gigabit",
|
||||
"prompt": "current status",
|
||||
"expect_present": [
|
||||
"--- Trusted Project State ---"
|
||||
],
|
||||
"expect_absent": [],
|
||||
"notes": "Short ambiguous prompt — at minimum project state should surface. Hard case: the prompt is generic enough that chunks may not rank well."
|
||||
},
|
||||
{
|
||||
"name": "p05-configuration",
|
||||
@@ -42,7 +52,7 @@
|
||||
"conical back",
|
||||
"polisher suite"
|
||||
],
|
||||
"notes": "P05 architecture memory covers folded-beam + CGH. GigaBIT M1 is the mirror under test and legitimately appears in p05 source docs (the interferometer measures it), so we only flag genuinely p04-only decisions like the mirror architecture choice."
|
||||
"notes": "P05 architecture memory covers folded-beam + CGH. GigaBIT M1 legitimately appears in p05 source docs."
|
||||
},
|
||||
{
|
||||
"name": "p05-vendor-signal",
|
||||
@@ -57,6 +67,19 @@
|
||||
],
|
||||
"notes": "Vendor memory mentions 4D as strongest technical candidate and Zygo Verifire SV as value path"
|
||||
},
|
||||
{
|
||||
"name": "p05-cgh-calibration",
|
||||
"project": "p05-interferometer",
|
||||
"prompt": "how does CGH calibration work for the interferometer",
|
||||
"expect_present": [
|
||||
"CGH"
|
||||
],
|
||||
"expect_absent": [
|
||||
"polisher-sim",
|
||||
"polisher-post"
|
||||
],
|
||||
"notes": "CGH is a core p05 concept. Should surface via chunks and possibly the architecture memory. Must not bleed p06 polisher-suite terms."
|
||||
},
|
||||
{
|
||||
"name": "p06-suite-split",
|
||||
"project": "p06-polisher",
|
||||
@@ -69,7 +92,7 @@
|
||||
"expect_absent": [
|
||||
"GigaBIT"
|
||||
],
|
||||
"notes": "The three-layer split is in multiple p06 memories; check all three names surface together"
|
||||
"notes": "The three-layer split is in multiple p06 memories"
|
||||
},
|
||||
{
|
||||
"name": "p06-control-rule",
|
||||
@@ -82,5 +105,121 @@
|
||||
"interferometer"
|
||||
],
|
||||
"notes": "Control design rule memory mentions interlocks and state transitions"
|
||||
},
|
||||
{
|
||||
"name": "p06-firmware-interface",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "what is the firmware interface contract for the polisher machine",
|
||||
"expect_present": [
|
||||
"controller-job"
|
||||
],
|
||||
"expect_absent": [
|
||||
"interferometer",
|
||||
"GigaBIT"
|
||||
],
|
||||
"notes": "New p06 memory from the first triage: firmware interface contract is invariant controller-job.v1 in, run-log.v1 out"
|
||||
},
|
||||
{
|
||||
"name": "p06-z-axis",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "how does the polisher Z-axis work",
|
||||
"expect_present": [
|
||||
"engage"
|
||||
],
|
||||
"expect_absent": [
|
||||
"interferometer"
|
||||
],
|
||||
"notes": "New p06 memory: Z-axis is binary engage/retract, not continuous position. The word 'engage' should appear."
|
||||
},
|
||||
{
|
||||
"name": "p06-cam-mechanism",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "how is cam amplitude controlled on the polisher",
|
||||
"expect_present": [
|
||||
"encoder"
|
||||
],
|
||||
"expect_absent": [
|
||||
"GigaBIT"
|
||||
],
|
||||
"notes": "New p06 memory: cam set mechanically by operator, read by encoders. The word 'encoder' should appear."
|
||||
},
|
||||
{
|
||||
"name": "p06-telemetry-rate",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "what is the expected polishing telemetry data rate",
|
||||
"expect_present": [
|
||||
"29 MB"
|
||||
],
|
||||
"expect_absent": [
|
||||
"interferometer"
|
||||
],
|
||||
"notes": "New p06 knowledge memory: approximately 29 MB per hour at 100 Hz"
|
||||
},
|
||||
{
|
||||
"name": "p06-offline-design",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "does the polisher machine need network to operate",
|
||||
"expect_present": [
|
||||
"offline"
|
||||
],
|
||||
"expect_absent": [
|
||||
"CGH"
|
||||
],
|
||||
"notes": "New p06 memory: machine works fully offline and independently; network is for remote access only"
|
||||
},
|
||||
{
|
||||
"name": "p06-short-ambiguous",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "current status",
|
||||
"expect_present": [
|
||||
"--- Trusted Project State ---"
|
||||
],
|
||||
"expect_absent": [],
|
||||
"notes": "Short ambiguous prompt — project state should surface at minimum"
|
||||
},
|
||||
{
|
||||
"name": "cross-project-no-bleed",
|
||||
"project": "p04-gigabit",
|
||||
"prompt": "what telemetry rate should we target",
|
||||
"expect_present": [],
|
||||
"expect_absent": [
|
||||
"29 MB",
|
||||
"polisher"
|
||||
],
|
||||
"notes": "Adversarial: telemetry rate is a p06 fact. A p04 query for 'telemetry rate' must NOT surface p06 memories. Tests cross-project gating."
|
||||
},
|
||||
{
|
||||
"name": "no-project-hint",
|
||||
"project": "",
|
||||
"prompt": "tell me about the current projects",
|
||||
"expect_present": [],
|
||||
"expect_absent": [
|
||||
"--- Project Memories ---"
|
||||
],
|
||||
"notes": "Without a project hint, project memories must not appear (cross-project bleed guard). Chunks may appear if any match."
|
||||
},
|
||||
{
|
||||
"name": "p06-usb-ssd",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "what storage solution is specified for the polisher RPi",
|
||||
"expect_present": [
|
||||
"USB SSD"
|
||||
],
|
||||
"expect_absent": [
|
||||
"interferometer"
|
||||
],
|
||||
"notes": "New p06 memory from triage: USB SSD mandatory, not SD card"
|
||||
},
|
||||
{
|
||||
"name": "p06-tailscale",
|
||||
"project": "p06-polisher",
|
||||
"prompt": "how do we access the polisher machine remotely",
|
||||
"expect_present": [
|
||||
"Tailscale"
|
||||
],
|
||||
"expect_absent": [
|
||||
"GigaBIT"
|
||||
],
|
||||
"notes": "New p06 memory: Tailscale mesh for RPi remote access"
|
||||
}
|
||||
]
|
||||
|
||||
@@ -27,9 +27,9 @@ Configuration:
|
||||
|
||||
- Requires the ``claude`` CLI on PATH (``claude --version`` should work).
|
||||
- ``ATOCORE_LLM_EXTRACTOR_MODEL`` overrides the model alias (default
|
||||
``haiku``).
|
||||
``sonnet``).
|
||||
- ``ATOCORE_LLM_EXTRACTOR_TIMEOUT_S`` overrides the per-call timeout
|
||||
(default 45 seconds — first invocation is slow because Node.js
|
||||
(default 90 seconds — first invocation is slow because Node.js
|
||||
startup plus OAuth check is non-trivial).
|
||||
|
||||
Implementation notes:
|
||||
@@ -65,7 +65,7 @@ from atocore.observability.logger import get_logger
|
||||
log = get_logger("extractor_llm")
|
||||
|
||||
LLM_EXTRACTOR_VERSION = "llm-0.2.0"
|
||||
DEFAULT_MODEL = os.environ.get("ATOCORE_LLM_EXTRACTOR_MODEL", "haiku")
|
||||
DEFAULT_MODEL = os.environ.get("ATOCORE_LLM_EXTRACTOR_MODEL", "sonnet")
|
||||
DEFAULT_TIMEOUT_S = float(os.environ.get("ATOCORE_LLM_EXTRACTOR_TIMEOUT_S", "90"))
|
||||
MAX_RESPONSE_CHARS = 8000
|
||||
MAX_PROMPT_CHARS = 2000
|
||||
@@ -256,6 +256,8 @@ def _parse_candidates(raw_output: str, interaction: Interaction) -> list[MemoryC
|
||||
mem_type = str(item.get("type") or "").strip().lower()
|
||||
content = str(item.get("content") or "").strip()
|
||||
project = str(item.get("project") or "").strip()
|
||||
if not project and interaction.project:
|
||||
project = interaction.project
|
||||
confidence_raw = item.get("confidence", 0.5)
|
||||
if mem_type not in MEMORY_TYPES:
|
||||
continue
|
||||
|
||||
@@ -413,8 +413,17 @@ def get_memories_for_context(
|
||||
if query_tokens is not None:
|
||||
pool = _rank_memories_for_query(pool, query_tokens)
|
||||
|
||||
# Per-entry cap prevents a single long memory from monopolizing
|
||||
# the band. With 16 p06 memories competing for ~700 chars, an
|
||||
# uncapped 530-char overview memory fills the entire budget before
|
||||
# a query-relevant 150-char memory gets a slot. The cap ensures at
|
||||
# least 2-3 entries fit regardless of individual memory length.
|
||||
max_entry_chars = 250
|
||||
for mem in pool:
|
||||
entry = f"[{mem.memory_type}] {mem.content}"
|
||||
content = mem.content
|
||||
if len(content) > max_entry_chars:
|
||||
content = content[:max_entry_chars - 3].rstrip() + "..."
|
||||
entry = f"[{mem.memory_type}] {content}"
|
||||
entry_len = len(entry) + 1
|
||||
if entry_len > available - used:
|
||||
continue
|
||||
|
||||
@@ -97,6 +97,25 @@ def test_parser_tags_version_and_rule():
|
||||
assert result[0].source_interaction_id == "test-id"
|
||||
|
||||
|
||||
def test_parser_falls_back_to_interaction_project():
|
||||
"""R6: when the model returns empty project but the interaction
|
||||
has one, the candidate should inherit the interaction's project."""
|
||||
raw = '[{"type": "project", "content": "machine works offline"}]'
|
||||
interaction = _make_interaction()
|
||||
interaction.project = "p06-polisher"
|
||||
result = _parse_candidates(raw, interaction)
|
||||
assert result[0].project == "p06-polisher"
|
||||
|
||||
|
||||
def test_parser_keeps_model_project_when_provided():
|
||||
"""Model-supplied project takes precedence over interaction."""
|
||||
raw = '[{"type": "project", "content": "x", "project": "p04-gigabit"}]'
|
||||
interaction = _make_interaction()
|
||||
interaction.project = "p06-polisher"
|
||||
result = _parse_candidates(raw, interaction)
|
||||
assert result[0].project == "p04-gigabit"
|
||||
|
||||
|
||||
def test_missing_cli_returns_empty(monkeypatch):
|
||||
"""If ``claude`` is not on PATH the extractor returns empty, never raises."""
|
||||
monkeypatch.setattr(extractor_llm, "_cli_available", lambda: False)
|
||||
|
||||
Reference in New Issue
Block a user