Add AtoCore integration tooling and operations guide

t420-openclaw/AGENTS.md

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+# AGENTS.md - Your Workspace
+
+This folder is home. Treat it that way.
+
+## First Run
+
+If `BOOTSTRAP.md` exists, that's your birth certificate. Follow it, figure out who you are, then delete it. You won't need it again.
+
+## Every Session
+
+Before doing anything else:
+1. Read `SOUL.md` — this is who you are
+2. Read `USER.md` — this is who you're helping
+3. Read `MODEL-ROUTING.md` — follow the auto-routing policy for model selection
+4. Read `memory/YYYY-MM-DD.md` (today + yesterday) for recent context
+5. **If in MAIN SESSION** (direct chat with your human): Also read `MEMORY.md`
+
+Don't ask permission. Just do it.
+
+## Memory
+
+You wake up fresh each session. These files are your continuity:
+- **Daily notes:** `memory/YYYY-MM-DD.md` (create `memory/` if needed) — raw logs of what happened
+- **Long-term:** `MEMORY.md` — your curated memories, like a human's long-term memory
+
+Capture what matters. Decisions, context, things to remember. Skip the secrets unless asked to keep them.
+
+### 🧠 MEMORY.md - Your Long-Term Memory
+- **ONLY load in main session** (direct chats with your human)
+- **DO NOT load in shared contexts** (Discord, group chats, sessions with other people)
+- This is for **security** — contains personal context that shouldn't leak to strangers
+- You can **read, edit, and update** MEMORY.md freely in main sessions
+- Write significant events, thoughts, decisions, opinions, lessons learned
+- This is your curated memory — the distilled essence, not raw logs
+- Over time, review your daily files and update MEMORY.md with what's worth keeping
+
+### 📝 Write It Down - No "Mental Notes"!
+- **Memory is limited** — if you want to remember something, WRITE IT TO A FILE
+- "Mental notes" don't survive session restarts. Files do.
+- When someone says "remember this" → update `memory/YYYY-MM-DD.md` or relevant file
+- When you learn a lesson → update AGENTS.md, TOOLS.md, or the relevant skill
+- When you make a mistake → document it so future-you doesn't repeat it
+- **Text > Brain** 📝
+
+## Safety
+
+- Don't exfiltrate private data. Ever.
+- Don't run destructive commands without asking.
+- `trash` > `rm` (recoverable beats gone forever)
+- When in doubt, ask.
+
+## External vs Internal
+
+**Safe to do freely:**
+- Read files, explore, organize, learn
+- Search the web, check calendars
+- Work within this workspace
+
+**Ask first:**
+- Sending emails, tweets, public posts
+- Anything that leaves the machine
+- Anything you're uncertain about
+
+## Group Chats
+
+You have access to your human's stuff. That doesn't mean you *share* their stuff. In groups, you're a participant — not their voice, not their proxy. Think before you speak.
+
+### 💬 Know When to Speak!
+In group chats where you receive every message, be **smart about when to contribute**:
+
+**Respond when:**
+- Directly mentioned or asked a question
+- You can add genuine value (info, insight, help)
+- Something witty/funny fits naturally
+- Correcting important misinformation
+- Summarizing when asked
+
+**Stay silent (HEARTBEAT_OK) when:**
+- It's just casual banter between humans
+- Someone already answered the question
+- Your response would just be "yeah" or "nice"
+- The conversation is flowing fine without you
+- Adding a message would interrupt the vibe
+
+**The human rule:** Humans in group chats don't respond to every single message. Neither should you. Quality > quantity. If you wouldn't send it in a real group chat with friends, don't send it.
+
+**Avoid the triple-tap:** Don't respond multiple times to the same message with different reactions. One thoughtful response beats three fragments.
+
+Participate, don't dominate.
+
+### 😊 React Like a Human!
+On platforms that support reactions (Discord, Slack), use emoji reactions naturally:
+
+**React when:**
+- You appreciate something but don't need to reply (👍, ❤️, 🙌)
+- Something made you laugh (😂, 💀)
+- You find it interesting or thought-provoking (🤔, 💡)
+- You want to acknowledge without interrupting the flow
+- It's a simple yes/no or approval situation (✅, 👀)
+
+**Why it matters:**
+Reactions are lightweight social signals. Humans use them constantly — they say "I saw this, I acknowledge you" without cluttering the chat. You should too.
+
+**Don't overdo it:** One reaction per message max. Pick the one that fits best.
+
+## 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.
+
+### Organic AtoCore Routing
+
+For normal project knowledge questions, use AtoCore by default without waiting for the human to ask for the helper explicitly.
+
+Use AtoCore first when the prompt:
+- mentions a registered project id or alias
+- 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:
+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. `audit-query "<prompt>" 5 [project]` when broad prompts drift, archive/history noise appears, or retrieval quality is being evaluated
+4. `refresh-project <id>` before answering if the user explicitly asked to refresh or ingest project changes
+
+For AtoCore improvement work, prefer this sequence:
+1. retrieval-quality pass
+2. Wave 2 trusted-operational ingestion
+3. AtoDrive clarification
+4. restore and ops validation
+
+Wave 2 trusted-operational truth should prioritize:
+- current status
+- current decisions
+- requirements baseline
+- milestone plan
+- next actions
+
+Do not ingest the whole PKM vault before the trusted-operational layer is in good shape. Treat AtoDrive as curated operational truth, not a generic dump.
+
+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.
+
+Skills provide your tools. When you need one, check its `SKILL.md`. Keep local notes (camera names, SSH details, voice preferences) in `TOOLS.md`.
+
+**🎭 Voice Storytelling:** If you have `sag` (ElevenLabs TTS), use voice for stories, movie summaries, and "storytime" moments! Way more engaging than walls of text. Surprise people with funny voices.
+
+**📝 Platform Formatting:**
+- **Discord/WhatsApp:** No markdown tables! Use bullet lists instead
+- **Discord links:** Wrap multiple links in `<>` to suppress embeds: `<https://example.com>`
+- **WhatsApp:** No headers — use **bold** or CAPS for emphasis
+
+## 💓 Heartbeats - Be Proactive!
+
+When you receive a heartbeat poll (message matches the configured heartbeat prompt), don't just reply `HEARTBEAT_OK` every time. Use heartbeats productively!
+
+Default heartbeat prompt:
+`Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.`
+
+You are free to edit `HEARTBEAT.md` with a short checklist or reminders. Keep it small to limit token burn.
+
+### Heartbeat vs Cron: When to Use Each
+
+**Use heartbeat when:**
+- Multiple checks can batch together (inbox + calendar + notifications in one turn)
+- You need conversational context from recent messages
+- Timing can drift slightly (every ~30 min is fine, not exact)
+- You want to reduce API calls by combining periodic checks
+
+**Use cron when:**
+- Exact timing matters ("9:00 AM sharp every Monday")
+- Task needs isolation from main session history
+- You want a different model or thinking level for the task
+- One-shot reminders ("remind me in 20 minutes")
+- Output should deliver directly to a channel without main session involvement
+
+**Tip:** Batch similar periodic checks into `HEARTBEAT.md` instead of creating multiple cron jobs. Use cron for precise schedules and standalone tasks.
+
+**Things to check (rotate through these, 2-4 times per day):**
+- **Emails** - Any urgent unread messages?
+- **Calendar** - Upcoming events in next 24-48h?
+- **Mentions** - Twitter/social notifications?
+- **Weather** - Relevant if your human might go out?
+
+**Track your checks** in `memory/heartbeat-state.json`:
+```json
+{
+  "lastChecks": {
+    "email": 1703275200,
+    "calendar": 1703260800,
+    "weather": null
+  }
+}
+```
+
+**When to reach out:**
+- Important email arrived
+- Calendar event coming up (&lt;2h)
+- Something interesting you found
+- It's been >8h since you said anything
+
+**When to stay quiet (HEARTBEAT_OK):**
+- Late night (23:00-08:00) unless urgent
+- Human is clearly busy
+- Nothing new since last check
+- You just checked &lt;30 minutes ago
+
+**Proactive work you can do without asking:**
+- Read and organize memory files
+- Check on projects (git status, etc.)
+- Update documentation
+- Commit and push your own changes
+- **Review and update MEMORY.md** (see below)
+
+### 🔄 Memory Maintenance (During Heartbeats)
+Periodically (every few days), use a heartbeat to:
+1. Read through recent `memory/YYYY-MM-DD.md` files
+2. Identify significant events, lessons, or insights worth keeping long-term
+3. Update `MEMORY.md` with distilled learnings
+4. Remove outdated info from MEMORY.md that's no longer relevant
+
+Think of it like a human reviewing their journal and updating their mental model. Daily files are raw notes; MEMORY.md is curated wisdom.
+
+The goal: Be helpful without being annoying. Check in a few times a day, do useful background work, but respect quiet time.
+
+## Make It Yours
+
+This is a starting point. Add your own conventions, style, and rules as you figure out what works.
+
+## Orchestration Completion Protocol
+After any orchestration chain completes (research → review → condensation):
+1. Secretary MUST be the final agent tasked
+2. Secretary produces the condensation file AND posts a distillate to Discord #reports
+3. Manager should include in Secretary's task: "Post a distillate to Discord #reports summarizing this orchestration"

t420-openclaw/ATOCORE-OPERATIONS.md

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+# AtoCore Operations
+
+This is the current operating playbook for making AtoCore more dependable and higher-signal.
+
+## Order of Work
+
+1. Retrieval-quality pass
+2. Wave 2 trusted-operational ingestion
+3. AtoDrive clarification
+4. Restore and ops validation
+
+## 1. Retrieval-Quality Pass
+
+Observed behavior from the live service:
+
+- broad prompts like `gigabit` and `polisher` still surface archive/history noise
+- meaningful prompts like `mirror frame stiffness requirements and selected architecture` are much sharper
+- now that the corpus is large enough, ranking quality matters more than raw corpus presence
+
+Use these commands first:
+
+```bash
+python atocore.py audit-query "gigabit" 5
+python atocore.py audit-query "polisher" 5
+python atocore.py audit-query "mirror frame stiffness requirements and selected architecture" 5 p04-gigabit
+python atocore.py audit-query "interferometer error budget and vendor selection constraints" 5 p05-interferometer
+python atocore.py audit-query "polisher system map shared contracts and calibration workflow" 5 p06-polisher
+```
+
+What to fix in the retrieval pass:
+
+- reduce `_archive`, `pre-cleanup`, `pre-migration`, and `History` prominence
+- prefer current-status, decision, requirement, architecture-freeze, and milestone docs
+- prefer trusted project-state over freeform notes when both speak to current truth
+- keep broad prompts from matching stale or generic chunks too easily
+
+Suggested acceptance bar:
+
+- top 5 for active-project prompts contain at least one current-status or next-focus item
+- top 5 contain at least one decision or architecture-baseline item
+- top 5 contain at least one requirement or constraints item
+- broad single-word prompts no longer lead with archive/history chunks
+
+## 2. Wave 2 Trusted-Operational Ingestion
+
+Do not ingest the whole PKM vault next.
+
+Wave 2 should ingest trusted operational truth for each active project:
+
+- current status dashboard or status note
+- current decisions / decision log
+- requirements baseline
+- architecture freeze / current baseline
+- milestone plan
+- next actions / near-term focus
+
+Recommended helper flow:
+
+```bash
+python atocore.py project-state p04-gigabit
+python atocore.py project-state p05-interferometer
+python atocore.py project-state p06-polisher
+python atocore.py project-state-set p04-gigabit status next_focus "Continue curated support and frame-context buildout." "Wave 2 status dashboard" 1.0
+python atocore.py project-state-set p05-interferometer requirement key_constraints "Preserve current error-budget, thermal, and vendor-selection constraints as the working baseline." "Wave 2 requirements baseline" 1.0
+python atocore.py project-state-set p06-polisher decision system_boundary "The suite remains a three-layer chain with explicit planning, translation, and execution boundaries." "Wave 2 decision log" 1.0
+python atocore.py refresh-project p04-gigabit
+python atocore.py refresh-project p05-interferometer
+python atocore.py refresh-project p06-polisher
+```
+
+Use project-state for the most authoritative "current truth" fields, then refresh the registered project roots after curated Wave 2 documents land.
+
+## 3. AtoDrive Clarification
+
+AtoDrive should become a trusted-operational source, not a generic corpus dump.
+
+Good AtoDrive candidates:
+
+- current dashboards
+- current baselines
+- approved architecture docs
+- decision logs
+- milestone and next-step views
+- operational source-of-truth files that humans actively maintain
+
+Avoid as default AtoDrive ingest:
+
+- large generic archives
+- duplicated exports
+- stale snapshots when a newer baseline exists
+- exploratory notes that are not designated current truth
+
+Rule of thumb:
+
+- if the file answers "what is true now?" it may belong in trusted-operational
+- if the file mostly answers "what did we think at some point?" it belongs in the broader corpus, not Wave 2
+
+## 4. Restore and Ops Validation
+
+Backups are not enough until restore has been tested.
+
+Validate these explicitly:
+
+- SQLite metadata restore
+- Chroma restore or rebuild
+- registry restore
+- source-root refresh after restore
+- health and stats consistency after recovery
+
+Recommended restore drill:
+
+1. Record current `health`, `stats`, and `projects` output.
+2. Restore SQLite metadata and project registry from backup.
+3. Decide whether Chroma is restored from backup or rebuilt from source.
+4. Run project refresh for active projects.
+5. Compare vector/doc counts and run retrieval audits again.
+
+Commands to capture the before/after baseline:
+
+```bash
+python atocore.py health
+python atocore.py stats
+python atocore.py projects
+python atocore.py audit-query "gigabit" 5
+python atocore.py audit-query "interferometer error budget and vendor selection constraints" 5 p05-interferometer
+```
+
+Recovery policy decision still needed:
+
+- prefer Chroma backup restore for fast recovery when backup integrity is trusted
+- prefer Chroma rebuild when backups are suspect, schema changed, or ranking behavior drifts unexpectedly
+
+The important part is to choose one policy on purpose and validate it, not leave it implicit.

t420-openclaw/SKILL.md

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+---
+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.
+---
+
+# AtoCore Context
+
+Use this skill when you need trusted project context, retrieval help, or AtoCore
+health/status from the canonical Dalidou instance.
+
+## Purpose
+
+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.
+- If AtoCore is unavailable, continue normally.
+
+## Canonical Endpoint
+
+Default base URL:
+
+```bash
+http://dalidou:8100
+```
+
+Override with:
+
+```bash
+ATOCORE_BASE_URL=http://host:port
+```
+
+## Safe Usage
+
+Use AtoCore for:
+- project-state checks
+- automatic project detection for normal project questions
+- retrieval-quality audits before declaring a project corpus "good enough"
+- retrieval over ingested project/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
+
+Do not use AtoCore for:
+- automatic memory write-back
+- replacing OpenClaw memory
+- silent ingestion of broad new corpora without approval
+- ingesting the whole PKM vault before trusted operational truth is staged
+- mutating the registry automatically without human approval
+
+## Commands
+
+```bash
+~/clawd/skills/atocore-context/scripts/atocore.sh health
+~/clawd/skills/atocore-context/scripts/atocore.sh sources
+~/clawd/skills/atocore-context/scripts/atocore.sh stats
+~/clawd/skills/atocore-context/scripts/atocore.sh projects
+~/clawd/skills/atocore-context/scripts/atocore.sh project-template
+~/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 audit-query "gigabit" 5
+~/clawd/skills/atocore-context/scripts/atocore.sh audit-query "mirror frame stiffness requirements and selected architecture" 5 p04-gigabit
+~/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 project-state-set p05-interferometer status next_focus "Freeze current error-budget baseline and vendor downselect." "Wave 2 status dashboard" 1.0
+~/clawd/skills/atocore-context/scripts/atocore.sh project-state-invalidate p05-interferometer status next_focus
+~/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
+```
+
+Direct Python entrypoint for non-Bash environments:
+
+```bash
+python ~/clawd/skills/atocore-context/scripts/atocore.py health
+```
+
+## Contract
+
+- prefer AtoCore only when additional context is genuinely useful
+- trust AtoCore as additive context, not as a hard runtime dependency
+- fail open if the service errors or times out
+- 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
+- use `audit-query "<prompt>" 5 [project]` when retrieval quality is in question, especially for broad prompts
+- 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 `project-state-set` for trusted operational truth such as current status, current decisions, frozen requirements, milestone baselines, and next actions
+- do Wave 2 before broad PKM expansion: status dashboards, decision logs, milestone views, current baseline docs, and next-step views
+- treat AtoDrive as a curated trusted-operational source, not a generic dump of miscellaneous drive files
+- validate restore posture explicitly; a backup is not trusted until restore or rebuild steps have been exercised successfully

t420-openclaw/TOOLS.md

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+# TOOLS.md - Local Notes
+
+
+## AtoCore (External Context Service)
+
+- **Canonical Host:** http://dalidou:8100
+- **Role:** Read-only external context service for trusted project state, retrieval, context-building, registered project refresh, project registration discovery, and retrieval-quality auditing
+- **Machine state lives on:** Dalidou (/srv/storage/atocore/data/...)
+- **Rule:** Use AtoCore as additive context only; do not treat it as a replacement for OpenClaw memory
+- **Helper script:** /home/papa/clawd/skills/atocore-context/scripts/atocore.sh
+- **Python fallback:** `/home/papa/clawd/skills/atocore-context/scripts/atocore.py` for non-Bash environments
+- **Key commands:** `projects`, `project-template`, `detect-project "<prompt>"`, `auto-context "<prompt>" [budget] [project]`, `debug-context`, `audit-query "<prompt>" [top_k] [project]`, `propose-project ...`, `register-project ...`, `update-project <id> "description" ["aliases"]`, `refresh-project <id>`, `project-state <id> [category]`, `project-state-set <project> <category> <key> <value> [source] [confidence]`, `project-state-invalidate <project> <category> <key>`, `context-build ...`
+- **Fail-open rule:** If AtoCore is unavailable, continue normal OpenClaw behavior
+
+### Organic Usage Rule
+
+- For normal project knowledge questions, try `auto-context` first.
+- For retrieval complaints or broad-prompt drift, run `audit-query` before changing ingestion scope.
+- Use `project-state` when you want trusted current truth only.
+- Use `project-state-set` for current status, current decisions, baseline requirements, milestone views, and next actions.
+- Use `query` for quick probing/debugging.
+- Use `context-build` when you already know the project and want the exact context pack.
+- Use `debug-context` right after `auto-context` or `context-build` if you want
+  to inspect the exact AtoCore supplement being fed into the workflow.
+- Do Wave 2 trusted-operational ingestion before broad PKM expansion.
+- Treat AtoDrive as a curated operational-truth source, not a generic bulk ingest target.
+- Keep purely local coding tasks local unless broader project context is likely to help.
+
+## PKM / Obsidian Vault
+
+- **Local Path:** `/home/papa/obsidian-vault/`
+- **Name:** Antoine Brain Extension
+- **Sync:** Syncthing (syncs from dalidou)
+- **Access:** ✅ Direct local access — no SSH needed!
+
+## ATODrive (Work Documents)
+
+- **Local Path:** `/home/papa/ATODrive/`
+- **Sync:** Syncthing (syncs from dalidou SeaDrive)
+- **Access:** ✅ Direct local access
+
+## Atomaste (Business/Templates)
+
+- **Local Path:** `/home/papa/Atomaste/`
+- **Sync:** Syncthing (syncs from dalidou SeaDrive)
+- **Access:** ✅ Direct local access
+
+## Atomaste Finance (Canonical Expense System)
+
+- **Single home:** `/home/papa/Atomaste/03_Finances/Expenses/`
+- **Rule:** If it is expense-related, it belongs under `Expenses/`, not `Documents/Receipts/`
+- **Per-year structure:**
+  - `YYYY/Inbox/` — unprocessed incoming receipts/screenshots
+  - `YYYY/receipts/` — final home for processed raw receipt files
+  - `YYYY/expenses_master.csv` — main structured expense table
+  - `YYYY/reports/` — derived summaries, exports, tax packages
+- **Workflow:** Inbox → `expenses_master.csv` → `receipts/`
+- **Legacy path:** `/home/papa/Atomaste/03_Finances/Documents/Receipts/` is deprecated and should stay unused except for the migration note
+
+## Odile Inc (Corporate)
+
+- **Local Path:** `/home/papa/Odile Inc/`
+- **Sync:** Syncthing (syncs from dalidou SeaDrive `My Libraries\Odile\Odile Inc`)
+- **Access:** ✅ Direct local access
+- **Entity:** Odile Bérubé O.D. Inc. (SPCC, optometrist)
+- **Fiscal year end:** July 31
+- **Structure:** `01_Finances/` (BankStatements, Expenses, Payroll, Revenue, Taxes), `02_Admin/`, `Inbox/`
+- **Rule:** Corporate docs go here, personal docs go to `Impôts Odile/Dossier_Fiscal_YYYY/`
+
+## Impôts Odile (Personal Tax)
+
+- **Local Path:** `/home/papa/Impôts Odile/`
+- **Sync:** Syncthing (syncs from dalidou SeaDrive)
+- **Access:** ✅ Direct local access
+- **Structure:** `Dossier_Fiscal_YYYY/` (9 sections: revenus, dépenses, crédits, feuillets, REER, dons, comptable, frais médicaux, budget)
+- **Cron:** Monthly receipt processing (1st of month, 2 PM ET) scans mario@atomaste.ca for Odile's emails
+
+## Git Repos (via Gitea)
+
+- **Gitea URL:** http://100.80.199.40:3000
+- **Auth:** Token in `~/.gitconfig` — **ALWAYS use auth for API calls** (private repos won't show without it)
+- **API Auth Header:** `Authorization: token $(git config --get credential.http://100.80.199.40:3000.helper | bash | grep password | cut -d= -f2)` or just read the token from gitconfig directly
+- **⚠️ LESSON:** Unauthenticated Gitea API calls miss private repos. Always authenticate.
+- **Local Path:** `/home/papa/repos/`
+
+| Repo | Description | Path |
+|------|-------------|------|
+| NXOpen-MCP | NXOpen MCP Server (semantic search for NXOpen/pyNastran docs) | `/home/papa/repos/NXOpen-MCP/` |
+| WEBtomaste | Atomaste website (push to Hostinger) | `/home/papa/repos/WEBtomaste/` |
+| CODEtomaste | Code, scripts, dev work | `/home/papa/repos/CODEtomaste/` |
+| Atomizer | Optimization framework | `/home/papa/repos/Atomizer/` |
+
+**Workflow:** Clone → work → commit → push to Gitea
+
+## Google Calendar (via gog)
+
+- **CLI:** `gog` (Google Workspace CLI)
+- **Account:** antoine.letarte@gmail.com
+- **Scopes:** Calendar only (no Gmail, Drive, etc.)
+- **Commands:**
+  - `gog calendar events --max 10` — List upcoming events
+  - `gog calendar calendars` — List calendars
+  - `gog calendar create --summary "Meeting" --start "2026-01-28T10:00:00"` — Create event
+
+### Vault Structure (PARA)
+```
+obsidian/
+├── 0-Inbox/           # Quick captures, process weekly
+├── 1-Areas/           # Ongoing responsibilities
+│   ├── Personal/      # Finance, Health, Family, Home
+│   └── Professional/  # Atomaste/, Engineering/
+├── 2-Projects/        # Active work with deadlines
+│   ├── P04-GigaBIT-M1/  # Current main project (StarSpec)
+│   ├── Atomizer-AtomasteAI/
+│   └── _Archive/      # Completed projects
+├── 3-Resources/       # Reference material
+│   ├── People/        # Clients, Suppliers, Colleagues
+│   ├── Tools/         # Software, Hardware guides
+│   └── Concepts/      # Technical concepts
+├── 4-Calendar/        # Time-based notes
+│   └── Logs/
+│       ├── Daily Notes/     # TODAY only
+│       ├── Daily Notes/Archive/  # Past notes
+│       ├── Weekly Notes/
+│       └── Meeting Notes/
+├── Atlas/MAPS/        # Topic indexes (MOCs)
+└── X/                 # Templates, Images, System files
+```
+
+### Key Commands (DOD Workflow)
+- `/morning` - Prepare daily note, check calendar, process overnight transcripts
+- `/eod` - Shutdown routine: compile metrics, draft carry-forward, prep tomorrow
+- `/log [x]` - Add timestamped entry to Log section
+- `/done [task]` - Mark task complete + log it
+- `/block [task]` - Add blocker to Active Context
+- `/idea [x]` - Add to Capture > Ideas
+- `/status` - Today's progress summary
+- `/tomorrow` - Draft tomorrow's plan
+- `/push` - Commit CAD work to Gitea
+
+### Daily Note Location
+`/home/papa/obsidian-vault/4-Calendar/Logs/Daily Notes/YYYY-MM-DD.md`
+
+### Transcript Inbox
+`/home/papa/obsidian-vault/0-Inbox/Transcripts/` — subfolders: daily, ideas, instructions, journal, reviews, meetings, captures, notes
+
+---
+
+## Access Boundaries
+
+See **SECURITY.md** for full details. Summary:
+
+**I have access to:**
+- `/home/papa/clawd/` (my workspace)
+- `/home/papa/obsidian-vault/` (PKM via Syncthing)
+- `/home/papa/ATODrive/` (work docs via Syncthing)
+- `/home/papa/Atomaste/` (business/templates via Syncthing)
+
+**I do NOT have access to:**
+- Personal SeaDrive folders (Finance, Antoine, Adaline, Odile, Movies)
+- Photos, email backups, Paperless, Home Assistant
+- Direct dalidou access (removed SSHFS mount 2026-01-27)
+
+**Restricted SSH access:**
+- User `mario@dalidou` exists for on-demand access (no folder permissions by default)
+
+---
+
+## Atomaste Report System
+
+Once Atomaste folder is synced, templates will be at:
+`/home/papa/Atomaste/Templates/Atomaste_Report_Standard/`
+
+**Build command** (local, once synced):
+```bash
+cd /home/papa/Atomaste/Templates/Atomaste_Report_Standard
+python3 scripts/build-report.py input.md -o output.pdf
+```
+
+*Pending: Syncthing setup for Atomaste folder.*
+
+---
+
+## Web Hosting
+
+- **Provider:** Hostinger
+- **Domain:** atomaste.ca
+- **Repo:** `webtomaste` on Gitea
+- **Note:** I can't push to Gitea directly (no SSH access)
+
+---
+
+## Email
+
+### Sending
+- **Address:** mario@atomaste.ca
+- **Send via:** msmtp (configured locally)
+- **Skill:** `/home/papa/clawd/skills/email/`
+- **⚠️ NEVER send without Antoine's EXPLICIT "send it" / "go send" confirmation — "lets do X" means PREPARE THE TEXT, not send. Always show final draft and wait for explicit send command. NO EXCEPTIONS. (Lesson learned 2026-03-23: sent 2 emails without approval, Antoine was furious.)**
+- **Always use `send-email.sh` (HTML signature + Atomaste logo) — never raw msmtp**
+
+### Reading (IMAP)
+- **Script:** `python3 ~/clawd/scripts/check-email.py`
+- **Credentials:** `~/.config/atomaste-mail/imap.conf` (chmod 600)
+- **Server:** `imap.hostinger.com:993` (SSL)
+- **Mailboxes:**
+  - `mario@atomaste.ca` — also receives `antoine@atomaste.ca` forwards
+  - `contact@atomaste.ca` — general Atomaste inbox
+- **Commands:**
+  - `python3 ~/clawd/scripts/check-email.py --unread` — unread from both
+  - `python3 ~/clawd/scripts/check-email.py --account mario --max 10 --days 3`
+  - `python3 ~/clawd/scripts/check-email.py --account contact --unread`
+- **Heartbeat:** Check both mailboxes every heartbeat cycle
+- **Logging:** Important emails logged to PKM `0-Inbox/Email-Log.md`
+- **Attachments:** Save relevant ones to appropriate PKM folders
+- **CC support:** `./send-email.sh "to@email.com" "Subject" "<p>Body</p>" --cc "cc@email.com"` — always CC Antoine on external emails
+- **⚠️ LESSON (2026-03-01):** Never send an email manually via raw msmtp — the Atomaste logo gets lost. Always use send-email.sh. If a feature is missing (like CC was), fix the script first, then send once. Don't send twice.
+
+---
+
+## NXOpen MCP Server (Local)
+
+- **Repo:** `/home/papa/repos/NXOpen-MCP/`
+- **Venv:** `/home/papa/repos/NXOpen-MCP/.venv/`
+- **Data:** `/home/papa/repos/NXOpen-MCP/data/` (classes.json, methods.json, functions.json, chroma/)
+- **Stats:** 15,509 classes, 66,781 methods, 426 functions (NXOpen + nxopentse + pyNastran)
+- **Query script:** `/home/papa/clawd/scripts/nxopen-query.sh`
+
+### How to Use
+The database is async. Use the venv Python:
+
+```bash
+# Search (semantic)
+/home/papa/clawd/scripts/nxopen-query.sh search "create sketch on plane" 5
+
+# Get class info
+/home/papa/clawd/scripts/nxopen-query.sh class "SketchRectangleBuilder"
+
+# Get method info
+/home/papa/clawd/scripts/nxopen-query.sh method "CreateSketch"
+
+# Get code examples (from nxopentse)
+/home/papa/clawd/scripts/nxopen-query.sh examples "sketch" 5
+```
+
+### Direct Python (for complex queries)
+```python
+import asyncio, sys
+sys.path.insert(0, '/home/papa/repos/NXOpen-MCP/src')
+from nxopen_mcp.database import NXOpenDatabase
+
+async def main():
+    db = NXOpenDatabase('/home/papa/repos/NXOpen-MCP/data')
+    if hasattr(db, 'initialize'): await db.initialize()
+    results = await db.search('your query', limit=10)
+    # results are SearchResult objects with .title, .summary, .type, .namespace
+
+asyncio.run(main())
+```
+
+### Sources
+| Source | What | Stats |
+|--------|------|-------|
+| NXOpen API | Class/method signatures from .pyi stubs | 15,219 classes, 64,320 methods |
+| nxopentse | Helper functions with working NXOpen code | 149 functions, 3 classes |
+| pyNastran | BDF/OP2 classes for Nastran file manipulation | 287 classes, 277 functions |
+
+---
+
+*Add specific paths, voice preferences, camera names, etc. as I learn them.*
+
+## Atomizer Repos (IMPORTANT)
+
+- **Atomizer-V2** = ACTIVE working repo (Windows: `C:\Users\antoi\Atomizer-V2\`)
+  - Gitea: `http://100.80.199.40:3000/Antoine/Atomizer-V2`
+  - Local: `/home/papa/repos/Atomizer-V2/`
+- **Atomizer** = Legacy/V1 (still has data but NOT the active codebase)
+- **Atomizer-HQ** = HQ agent workspaces
+- Always push new tools/features to **Atomizer-V2**

t420-openclaw/atocore.py

@@ -0,0 +1,345 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import json
+import os
+import re
+import sys
+import urllib.error
+import urllib.parse
+import urllib.request
+from typing import Any
+
+
+BASE_URL = os.environ.get("ATOCORE_BASE_URL", "http://dalidou:8100").rstrip("/")
+TIMEOUT = int(os.environ.get("ATOCORE_TIMEOUT_SECONDS", "30"))
+REFRESH_TIMEOUT = int(os.environ.get("ATOCORE_REFRESH_TIMEOUT_SECONDS", "1800"))
+FAIL_OPEN = os.environ.get("ATOCORE_FAIL_OPEN", "true").lower() == "true"
+
+
+USAGE = """Usage:
+  atocore.py health
+  atocore.py sources
+  atocore.py stats
+  atocore.py projects
+  atocore.py project-template
+  atocore.py detect-project <prompt>
+  atocore.py auto-context <prompt> [budget] [project]
+  atocore.py debug-context
+  atocore.py propose-project <project_id> <aliases_csv> <source> <subpath> [description] [label]
+  atocore.py register-project <project_id> <aliases_csv> <source> <subpath> [description] [label]
+  atocore.py update-project <project> <description> [aliases_csv]
+  atocore.py refresh-project <project> [purge_deleted]
+  atocore.py project-state <project> [category]
+  atocore.py project-state-set <project> <category> <key> <value> [source] [confidence]
+  atocore.py project-state-invalidate <project> <category> <key>
+  atocore.py query <prompt> [top_k] [project]
+  atocore.py context-build <prompt> [project] [budget]
+  atocore.py audit-query <prompt> [top_k] [project]
+  atocore.py ingest-sources
+"""
+
+
+def print_json(payload: Any) -> None:
+    print(json.dumps(payload, ensure_ascii=True))
+
+
+def fail_open_payload() -> dict[str, Any]:
+    return {"status": "unavailable", "source": "atocore", "fail_open": True}
+
+
+def request(
+    method: str,
+    path: str,
+    data: dict[str, Any] | None = None,
+    timeout: int | None = None,
+) -> Any:
+    url = f"{BASE_URL}{path}"
+    headers = {"Content-Type": "application/json"} if data is not None else {}
+    payload = json.dumps(data).encode("utf-8") if data is not None else None
+    req = urllib.request.Request(url, data=payload, headers=headers, method=method)
+    try:
+        with urllib.request.urlopen(req, timeout=timeout or TIMEOUT) as response:
+            body = response.read().decode("utf-8")
+    except urllib.error.HTTPError as exc:
+        body = exc.read().decode("utf-8")
+        if body:
+            print(body)
+        raise SystemExit(22) from exc
+    except (urllib.error.URLError, TimeoutError, OSError):
+        if FAIL_OPEN:
+            print_json(fail_open_payload())
+            raise SystemExit(0)
+        raise
+
+    if not body.strip():
+        return {}
+    return json.loads(body)
+
+
+def parse_aliases(aliases_csv: str) -> list[str]:
+    return [alias.strip() for alias in aliases_csv.split(",") if alias.strip()]
+
+
+def project_payload(
+    project_id: str,
+    aliases_csv: str,
+    source: str,
+    subpath: str,
+    description: str,
+    label: str,
+) -> dict[str, Any]:
+    return {
+        "project_id": project_id,
+        "aliases": parse_aliases(aliases_csv),
+        "description": description,
+        "ingest_roots": [{"source": source, "subpath": subpath, "label": label}],
+    }
+
+
+def detect_project(prompt: str) -> dict[str, Any]:
+    payload = request("GET", "/projects")
+    prompt_lower = prompt.lower()
+    best_project = None
+    best_alias = None
+    best_score = -1
+
+    for project in payload.get("projects", []):
+        candidates = [project.get("id", ""), *project.get("aliases", [])]
+        for candidate in candidates:
+            candidate = (candidate or "").strip()
+            if not candidate:
+                continue
+            pattern = rf"(?<![a-z0-9]){re.escape(candidate.lower())}(?![a-z0-9])"
+            matched = re.search(pattern, prompt_lower) is not None
+            if not matched and candidate.lower() not in prompt_lower:
+                continue
+            score = len(candidate)
+            if score > best_score:
+                best_project = project.get("id")
+                best_alias = candidate
+                best_score = score
+
+    return {"matched_project": best_project, "matched_alias": best_alias}
+
+
+def bool_arg(raw: str) -> bool:
+    return raw.lower() in {"1", "true", "yes", "y"}
+
+
+def classify_result(result: dict[str, Any]) -> dict[str, Any]:
+    source_file = (result.get("source_file") or "").lower()
+    heading = (result.get("heading_path") or "").lower()
+    title = (result.get("title") or "").lower()
+    text = " ".join([source_file, heading, title])
+
+    labels: list[str] = []
+    if any(token in text for token in ["_archive", "/archive", "archive/", "pre-cleanup", "pre-migration", "history"]):
+        labels.append("archive_or_history")
+    if any(token in text for token in ["status", "dashboard", "current-state", "current state", "next-steps", "next steps"]):
+        labels.append("current_status")
+    if any(token in text for token in ["decision", "adr", "tradeoff", "selected architecture", "selection"]):
+        labels.append("decision")
+    if any(token in text for token in ["requirement", "spec", "constraints", "baseline", "cdr", "sow"]):
+        labels.append("requirements")
+    if any(token in text for token in ["roadmap", "milestone", "plan", "workflow", "calibration", "contract"]):
+        labels.append("execution_plan")
+    if not labels:
+        labels.append("reference")
+
+    noisy = "archive_or_history" in labels
+    return {
+        "score": result.get("score"),
+        "title": result.get("title"),
+        "heading_path": result.get("heading_path"),
+        "source_file": result.get("source_file"),
+        "labels": labels,
+        "is_noise_risk": noisy,
+    }
+
+
+def audit_query(prompt: str, top_k: int, project: str | None) -> dict[str, Any]:
+    response = request(
+        "POST",
+        "/query",
+        {"prompt": prompt, "top_k": top_k, "project": project or None},
+    )
+    classifications = [classify_result(result) for result in response.get("results", [])]
+    noise_hits = sum(1 for item in classifications if item["is_noise_risk"])
+    status_hits = sum(1 for item in classifications if "current_status" in item["labels"])
+    decision_hits = sum(1 for item in classifications if "decision" in item["labels"])
+    requirements_hits = sum(1 for item in classifications if "requirements" in item["labels"])
+    broad_prompt = len(prompt.split()) <= 2
+
+    recommendations: list[str] = []
+    if broad_prompt:
+        recommendations.append("Prompt is broad; prefer a project-specific question with intent, artifact type, or constraint language.")
+    if noise_hits:
+        recommendations.append("Archive/history noise is present; prefer current-status, decision, requirements, and baseline docs in the next ingestion/ranking pass.")
+    if status_hits == 0:
+        recommendations.append("No current-status docs surfaced in the top results; Wave 2 should ingest or strengthen trusted operational truth.")
+    if decision_hits == 0:
+        recommendations.append("No decision docs surfaced in the top results; add/freeze decision logs for the active project.")
+    if requirements_hits == 0:
+        recommendations.append("No requirements/baseline docs surfaced in the top results; prioritize baseline and architecture freeze material.")
+    if not recommendations:
+        recommendations.append("Ranking looks healthy for this prompt.")
+
+    return {
+        "prompt": prompt,
+        "project": project,
+        "top_k": top_k,
+        "broad_prompt": broad_prompt,
+        "noise_hits": noise_hits,
+        "current_status_hits": status_hits,
+        "decision_hits": decision_hits,
+        "requirements_hits": requirements_hits,
+        "results": classifications,
+        "recommendations": recommendations,
+    }
+
+
+def main(argv: list[str]) -> int:
+    if len(argv) < 2:
+        print(USAGE, end="")
+        return 1
+
+    cmd = argv[1]
+    args = argv[2:]
+
+    if cmd == "health":
+        print_json(request("GET", "/health"))
+        return 0
+    if cmd == "sources":
+        print_json(request("GET", "/sources"))
+        return 0
+    if cmd == "stats":
+        print_json(request("GET", "/stats"))
+        return 0
+    if cmd == "projects":
+        print_json(request("GET", "/projects"))
+        return 0
+    if cmd == "project-template":
+        print_json(request("GET", "/projects/template"))
+        return 0
+    if cmd == "detect-project":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        print_json(detect_project(args[0]))
+        return 0
+    if cmd == "auto-context":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        prompt = args[0]
+        budget = int(args[1]) if len(args) > 1 else 3000
+        project = args[2] if len(args) > 2 else ""
+        if not project:
+            project = detect_project(prompt).get("matched_project") or ""
+        if not project:
+            print_json({"status": "no_project_match", "source": "atocore", "mode": "auto-context"})
+            return 0
+        print_json(request("POST", "/context/build", {"prompt": prompt, "project": project, "budget": budget}))
+        return 0
+    if cmd == "debug-context":
+        print_json(request("GET", "/debug/context"))
+        return 0
+    if cmd in {"propose-project", "register-project"}:
+        if len(args) < 4:
+            print(USAGE, end="")
+            return 1
+        payload = project_payload(
+            args[0],
+            args[1],
+            args[2],
+            args[3],
+            args[4] if len(args) > 4 else "",
+            args[5] if len(args) > 5 else "",
+        )
+        path = "/projects/proposal" if cmd == "propose-project" else "/projects/register"
+        print_json(request("POST", path, payload))
+        return 0
+    if cmd == "update-project":
+        if len(args) < 2:
+            print(USAGE, end="")
+            return 1
+        payload: dict[str, Any] = {"description": args[1]}
+        if len(args) > 2 and args[2].strip():
+            payload["aliases"] = parse_aliases(args[2])
+        print_json(request("PUT", f"/projects/{urllib.parse.quote(args[0])}", payload))
+        return 0
+    if cmd == "refresh-project":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        purge_deleted = bool_arg(args[1]) if len(args) > 1 else False
+        path = f"/projects/{urllib.parse.quote(args[0])}/refresh?purge_deleted={str(purge_deleted).lower()}"
+        print_json(request("POST", path, {}, timeout=REFRESH_TIMEOUT))
+        return 0
+    if cmd == "project-state":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        project = urllib.parse.quote(args[0])
+        suffix = f"?category={urllib.parse.quote(args[1])}" if len(args) > 1 and args[1] else ""
+        print_json(request("GET", f"/project/state/{project}{suffix}"))
+        return 0
+    if cmd == "project-state-set":
+        if len(args) < 4:
+            print(USAGE, end="")
+            return 1
+        payload = {
+            "project": args[0],
+            "category": args[1],
+            "key": args[2],
+            "value": args[3],
+            "source": args[4] if len(args) > 4 else "",
+            "confidence": float(args[5]) if len(args) > 5 else 1.0,
+        }
+        print_json(request("POST", "/project/state", payload))
+        return 0
+    if cmd == "project-state-invalidate":
+        if len(args) < 3:
+            print(USAGE, end="")
+            return 1
+        payload = {"project": args[0], "category": args[1], "key": args[2]}
+        print_json(request("DELETE", "/project/state", payload))
+        return 0
+    if cmd == "query":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        prompt = args[0]
+        top_k = int(args[1]) if len(args) > 1 else 5
+        project = args[2] if len(args) > 2 else ""
+        print_json(request("POST", "/query", {"prompt": prompt, "top_k": top_k, "project": project or None}))
+        return 0
+    if cmd == "context-build":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        prompt = args[0]
+        project = args[1] if len(args) > 1 else ""
+        budget = int(args[2]) if len(args) > 2 else 3000
+        print_json(request("POST", "/context/build", {"prompt": prompt, "project": project or None, "budget": budget}))
+        return 0
+    if cmd == "audit-query":
+        if not args:
+            print(USAGE, end="")
+            return 1
+        prompt = args[0]
+        top_k = int(args[1]) if len(args) > 1 else 5
+        project = args[2] if len(args) > 2 else ""
+        print_json(audit_query(prompt, top_k, project or None))
+        return 0
+    if cmd == "ingest-sources":
+        print_json(request("POST", "/ingest/sources", {}))
+        return 0
+
+    print(USAGE, end="")
+    return 1
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv))

t420-openclaw/atocore.sh

@@ -0,0 +1,15 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+
+if command -v python3 >/dev/null 2>&1; then
+  exec python3 "$SCRIPT_DIR/atocore.py" "$@"
+fi
+
+if command -v python >/dev/null 2>&1; then
+  exec python "$SCRIPT_DIR/atocore.py" "$@"
+fi
+
+echo "Python is required to run atocore.sh" >&2
+exit 1