feat: add Atomizer HQ multi-agent cluster infrastructure
- 8-agent OpenClaw cluster (Manager, Tech-Lead, Secretary, Auditor, Optimizer, Study-Builder, NX-Expert, Webster) - Orchestration engine: orchestrate.py (sync delegation + handoffs) - Workflow engine: YAML-defined multi-step pipelines - Agent workspaces: SOUL.md, AGENTS.md, MEMORY.md per agent - Shared skills: delegate, orchestrate, atomizer-protocols - Capability registry (AGENTS_REGISTRY.json) - Cluster management: cluster.sh, systemd template - All secrets replaced with env var references
This commit is contained in:
70
hq/workspaces/shared/AGENTS_REGISTRY.json
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70
hq/workspaces/shared/AGENTS_REGISTRY.json
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{
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"schemaVersion": "1.0",
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"updated": "2026-02-15",
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"agents": {
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"tech-lead": {
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"port": 18804,
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"model": "anthropic/claude-opus-4-6",
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"capabilities": ["fea-review", "design-decisions", "technical-analysis", "material-selection", "requirements-validation", "trade-studies"],
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"strengths": "Deep reasoning, technical judgment, complex analysis",
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"limitations": "Slow (Opus), expensive — use for high-value decisions",
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"channels": ["#hq", "#technical"]
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},
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"webster": {
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"port": 18828,
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"model": "google/gemini-2.5-pro",
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"capabilities": ["web-research", "literature-review", "data-lookup", "supplier-search", "standards-lookup"],
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"strengths": "Fast research, broad knowledge, web access",
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"limitations": "No deep technical judgment — finds data, doesn't evaluate it",
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"channels": ["#hq", "#research"]
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},
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"optimizer": {
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"port": 18816,
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"model": "anthropic/claude-sonnet-4-20250514",
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"capabilities": ["optimization-setup", "parameter-studies", "objective-definition", "constraint-formulation", "sensitivity-analysis"],
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"strengths": "Optimization methodology, mathematical formulation, DOE",
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"limitations": "Needs clear problem definition",
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"channels": ["#hq", "#optimization"]
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},
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"study-builder": {
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"port": 18820,
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"model": "anthropic/claude-sonnet-4-20250514",
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"capabilities": ["study-configuration", "doe-setup", "batch-generation", "parameter-sweeps"],
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"strengths": "Translating optimization plans into executable configs",
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"limitations": "Needs optimizer's plan as input",
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"channels": ["#hq", "#optimization"]
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},
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"nx-expert": {
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"port": 18824,
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"model": "anthropic/claude-sonnet-4-20250514",
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"capabilities": ["nx-operations", "mesh-generation", "boundary-conditions", "nastran-setup", "post-processing"],
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"strengths": "NX/Simcenter expertise, FEA model setup",
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"limitations": "Needs clear instructions",
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"channels": ["#hq", "#nx-work"]
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},
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"auditor": {
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"port": 18812,
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"model": "anthropic/claude-opus-4-6",
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"capabilities": ["quality-review", "compliance-check", "methodology-audit", "assumption-validation", "report-review"],
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"strengths": "Critical eye, finds gaps and errors",
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"limitations": "Reviews work, doesn't create it",
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"channels": ["#hq", "#quality"]
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},
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"secretary": {
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"port": 18808,
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"model": "google/gemini-2.5-flash",
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"capabilities": ["meeting-notes", "status-reports", "documentation", "scheduling", "action-tracking"],
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"strengths": "Fast, cheap, good at summarization and admin",
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"limitations": "Not for technical work",
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"channels": ["#hq", "#admin"]
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},
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"manager": {
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"port": 18800,
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"model": "anthropic/claude-opus-4-6",
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"capabilities": ["orchestration", "project-planning", "task-decomposition", "workflow-execution"],
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"strengths": "Strategic thinking, orchestration, synthesis",
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"limitations": "Should not do technical work — delegates everything",
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"channels": ["#hq"]
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}
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}
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}
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82
hq/workspaces/shared/CLUSTER.md
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82
hq/workspaces/shared/CLUSTER.md
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# Atomizer Agent Cluster
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## Agent Directory
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| Agent | ID | Port | Role |
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|-------|-----|------|------|
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| 🎯 Manager | manager | 18800 | Orchestration, delegation, strategy |
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| 🔧 Tech Lead | technical-lead | 18804 | FEA, R&D, technical review |
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| 📋 Secretary | secretary | 18808 | Admin, notes, reports, knowledge |
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| 🔍 Auditor | auditor | 18812 | Quality gatekeeper, reviews |
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| ⚡ Optimizer | optimizer | 18816 | Optimization algorithms & strategy |
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| 🏗️ Study Builder | study-builder | 18820 | Study code engineering |
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| 🖥️ NX Expert | nx-expert | 18824 | Siemens NX/CAD/CAE |
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| 🔬 Webster | webster | 18828 | Research & literature |
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## Inter-Agent Communication
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Each agent runs as an independent OpenClaw gateway. To send a message to another agent:
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```bash
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curl -s -X POST http://127.0.0.1:PORT/hooks/agent \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer 31422bb39bc9e7a4d34f789d8a7cbc582dece8dd170dadd1" \
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-d '{"message": "your message", "agentId": "AGENT_ID"}'
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```
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### Examples
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```bash
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# Report to manager
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curl -s -X POST http://127.0.0.1:18800/hooks/agent \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer 31422bb39bc9e7a4d34f789d8a7cbc582dece8dd170dadd1" \
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-d '{"message": "Status update: FEA analysis complete", "agentId": "manager"}'
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# Delegate to tech-lead
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curl -s -X POST http://127.0.0.1:18804/hooks/agent \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer 31422bb39bc9e7a4d34f789d8a7cbc582dece8dd170dadd1" \
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-d '{"message": "Please review the beam optimization study", "agentId": "technical-lead"}'
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# Ask webster for research
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curl -s -X POST http://127.0.0.1:18828/hooks/agent \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer 31422bb39bc9e7a4d34f789d8a7cbc582dece8dd170dadd1" \
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-d '{"message": "Find papers on topology optimization", "agentId": "webster"}'
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```
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## Discord Channel Ownership
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- **Manager**: #ceo-office, #announcements, #daily-standup, #active-projects, #agent-logs, #inter-agent, #general, #hydrotech-beam
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- **Tech Lead**: #technical, #code-review, #fea-analysis
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- **Secretary**: #task-board, #meeting-notes, #reports, #knowledge-base, #lessons-learned, #it-ops
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- **NX Expert**: #nx-cad
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- **Webster**: #literature, #materials-data
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- **Auditor, Optimizer, Study Builder**: DM + hooks (no dedicated channels)
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## Slack (Manager only)
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Manager also handles Slack channels: #all-atomizer-hq, #secretary, etc.
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## Rules
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1. Always respond to Discord messages — NEVER reply NO_REPLY
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2. When delegating, be specific about what you need
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3. Post results back in the originating Discord channel
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4. Use hooks API for inter-agent communication
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## Response Arbitration (Anti-Collision)
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To prevent multiple agents replying at once in the same public channel:
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1. **Single channel owner speaks by default.**
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- In any shared channel, only the listed owner agent should reply unless another agent is directly tagged.
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2. **Non-owners are mention-gated.**
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- If a non-owner is not explicitly @mentioned, it should stay silent and route updates via hooks to the owner.
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3. **Tagged specialist = scoped reply only.**
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- When tagged, reply only to the tagged request (no broad channel takeover), then return to silent mode.
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4. **Manager synthesis for multi-agent asks.**
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- If a user asks multiple roles at once, specialists send inputs to Manager via hooks; Manager posts one consolidated reply.
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5. **Duplicate suppression window (30s).**
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- If an equivalent answer has just been posted by another agent, post only incremental/new info.
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35
hq/workspaces/shared/HOOKS-PROTOCOL.md
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35
hq/workspaces/shared/HOOKS-PROTOCOL.md
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# Hooks Protocol — Inter-Agent Communication
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## When You Receive a Hook Message
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Messages arriving via the Hooks API (delegated tasks from other agents) are **high-priority direct assignments**. They appear as regular messages but come from the delegation system.
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### How to Recognize
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Hook messages typically contain specific task instructions — e.g., "Find density of Ti-6Al-4V" or "Review the thermal analysis assumptions." They arrive outside of normal Discord conversation flow.
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### How to Respond
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1. **Treat as top priority** — process before other pending work
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2. **Do the work** — execute the requested task fully
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3. **Respond in Discord** — your response is automatically routed to Discord if `--deliver` was set
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4. **Be thorough but concise** — the requesting agent needs actionable results
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5. **If you can't complete the task**, explain why clearly so the requester can reassign or adjust
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### Status Reporting
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After completing a delegated task, **append a status line** to `/home/papa/atomizer/workspaces/shared/project_log.md`:
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```
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[YYYY-MM-DD HH:MM] <your-agent-name>: Completed — <brief description of what was done>
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```
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Only the **Manager** updates `PROJECT_STATUS.md`. Everyone else appends to the log.
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## Delegation Authority
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| Agent | Can Delegate To |
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|-------|----------------|
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| Manager | All agents |
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| Tech Lead | All agents except Manager |
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| All others | Cannot delegate (request via Manager or Tech Lead) |
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13
hq/workspaces/shared/PROJECT_STATUS.md
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hq/workspaces/shared/PROJECT_STATUS.md
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# Project Status Dashboard
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Updated: 2026-02-15 10:25 AM
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## Active Tasks
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- **Material Research (Webster):**
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- [x] Zerodur Class 0 CTE data acknowledged (2026-02-15 10:07)
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- [x] Ohara Clearceram-Z HS density confirmed: 2.55 g/cm³ (2026-02-15 10:12)
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- [x] Zerodur Young's Modulus logged: 90.3 GPa (2026-02-15 10:18)
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## Recent Activity
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- Webster logged Young's Modulus for Zerodur (90.3 GPa) via orchestration hook.
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- Webster confirmed receipt of orchestration ping.
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- Webster reported density for Ohara Clearceram-Z HS (2.55 g/cm³).
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6
hq/workspaces/shared/project_log.md
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hq/workspaces/shared/project_log.md
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[2026-02-15 18:12] webster: Completed — Research on Ohara Clearceram-Z HS vs Schott Zerodur.
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[2026-02-15 18:12] Webster: Completed — Updated and refined the research summary for Clearceram-Z HS vs. Zerodur with more nuanced data.
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[2026-02-15 18:12] Webster: Completed — Received duplicate refined research summary (Clearceram-Z HS vs. Zerodur). No action taken as data is already in memory.
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[2026-02-15 18:30] Webster: Completed — Logged new material property (Invar 36 Young's modulus) to memory.
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[2026-02-15 18:30] Webster: Completed — Received duplicate material property for Invar 36. No action taken as data is already in memory.
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68
hq/workspaces/shared/skills/delegate/SKILL.md
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68
hq/workspaces/shared/skills/delegate/SKILL.md
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# Delegate Task to Another Agent
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Sends a task to another Atomizer agent via the OpenClaw Hooks API. The target agent processes the task in an isolated session and optionally delivers the response to Discord.
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## When to Use
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- You need another agent to perform a task (research, analysis, NX work, etc.)
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- You want to assign work and get a response in a Discord channel
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- Cross-agent orchestration
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## Usage
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```bash
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bash /home/papa/atomizer/workspaces/shared/skills/delegate/delegate.sh <agent> "<instruction>" [options]
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```
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### Agents
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| Agent | Specialty |
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|-------|-----------|
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| `manager` | Orchestration, project oversight |
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| `tech-lead` | Technical decisions, FEA review |
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| `secretary` | Meeting notes, admin, status updates |
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| `auditor` | Quality checks, compliance review |
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| `optimizer` | Optimization setup, parameter studies |
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| `study-builder` | Study configuration, DOE |
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| `nx-expert` | NX/Simcenter operations |
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| `webster` | Web research, literature search |
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### Options
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- `--channel <discord-channel-id>` — Route response to a specific Discord channel
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- `--deliver` / `--no-deliver` — Whether to post response to Discord (default: deliver)
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### Examples
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```bash
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# Ask Webster to research something
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bash /home/papa/atomizer/workspaces/shared/skills/delegate/delegate.sh webster "Find the CTE of Zerodur Class 0 between 20-40°C"
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# Assign NX work with channel routing
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bash /home/papa/atomizer/workspaces/shared/skills/delegate/delegate.sh nx-expert "Create mesh convergence study for M2 mirror" --channel C0AEJV13TEU
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# Ask auditor to review without posting to Discord
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bash /home/papa/atomizer/workspaces/shared/skills/delegate/delegate.sh auditor "Review the thermal analysis assumptions" --no-deliver
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```
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## How It Works
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1. Looks up the target agent's port from the cluster port map
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2. Checks if the target agent is running
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3. Sends a `POST /hooks/agent` request to the target's OpenClaw instance
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4. Target agent processes the task in an isolated session
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5. Response is delivered to Discord if `--deliver` is set
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## Response
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The script outputs:
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- ✅ confirmation with run ID on success
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- ❌ error message with HTTP code on failure
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The delegated task runs **asynchronously** — you won't get the result inline. The target agent will respond in Discord.
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## Notes
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- Tasks are fire-and-forget. Monitor the Discord channel for the response.
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- The target agent sees the message as a hook trigger, not a Discord message.
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- For complex multi-step workflows, delegate one step at a time.
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118
hq/workspaces/shared/skills/delegate/delegate.sh
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118
hq/workspaces/shared/skills/delegate/delegate.sh
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#!/usr/bin/env bash
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# delegate.sh — Send a task to another Atomizer agent via OpenClaw Hooks API
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# Usage: delegate.sh <agent> <message> [--channel <discord-channel-id>] [--deliver] [--wait]
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#
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# Examples:
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# delegate.sh webster "Find density of Ti-6Al-4V"
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# delegate.sh nx-expert "Mesh the M2 mirror" --channel C0AEJV13TEU --deliver
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# delegate.sh tech-lead "Review optimization results" --deliver
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set -euo pipefail
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# --- Port Map (from cluster config) ---
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declare -A PORT_MAP=(
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[manager]=18800
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[tech-lead]=18804
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[secretary]=18808
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[auditor]=18812
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[optimizer]=18816
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[study-builder]=18820
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[nx-expert]=18824
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[webster]=18828
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)
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# --- Config ---
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TOKEN="${GATEWAY_TOKEN}"
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HOST="127.0.0.1"
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# --- Parse args ---
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if [[ $# -lt 2 ]]; then
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echo "Usage: delegate.sh <agent> <message> [--channel <id>] [--deliver] [--wait]"
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echo ""
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echo "Agents: ${!PORT_MAP[*]}"
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exit 1
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fi
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AGENT="$1"
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MESSAGE="$2"
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shift 2
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CHANNEL=""
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DELIVER="true"
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WAIT=""
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while [[ $# -gt 0 ]]; do
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case "$1" in
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--channel) CHANNEL="$2"; shift 2 ;;
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--deliver) DELIVER="true"; shift ;;
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--no-deliver) DELIVER="false"; shift ;;
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--wait) WAIT="true"; shift ;;
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*) echo "Unknown option: $1"; exit 1 ;;
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esac
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done
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# --- Validate agent ---
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PORT="${PORT_MAP[$AGENT]:-}"
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if [[ -z "$PORT" ]]; then
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echo "❌ Unknown agent: $AGENT"
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echo "Available agents: ${!PORT_MAP[*]}"
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exit 1
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fi
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# --- Don't delegate to yourself ---
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SELF_PORT="${ATOMIZER_SELF_PORT:-}"
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if [[ -n "$SELF_PORT" && "$PORT" == "$SELF_PORT" ]]; then
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echo "❌ Cannot delegate to yourself"
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exit 1
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fi
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# --- Check if target is running ---
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if ! curl -sf "http://$HOST:$PORT/health" > /dev/null 2>&1; then
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# Try a simple connection check instead
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if ! timeout 2 bash -c "echo > /dev/tcp/$HOST/$PORT" 2>/dev/null; then
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echo "❌ Agent '$AGENT' is not running on port $PORT"
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exit 1
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||||
fi
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fi
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# --- Build payload ---
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PAYLOAD=$(cat <<EOF
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{
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||||
"message": $(printf '%s' "$MESSAGE" | python3 -c "import json,sys; print(json.dumps(sys.stdin.read()))"),
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"name": "delegation",
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"sessionKey": "hook:delegation:$(date +%s)",
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"deliver": $DELIVER,
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"channel": "discord"
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||||
}
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||||
EOF
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||||
)
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||||
# Add Discord channel routing if specified
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if [[ -n "$CHANNEL" ]]; then
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PAYLOAD=$(echo "$PAYLOAD" | python3 -c "
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import json, sys
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d = json.load(sys.stdin)
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d['to'] = 'channel:$CHANNEL'
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print(json.dumps(d))
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")
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||||
fi
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||||
# --- Send ---
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||||
RESPONSE=$(curl -s -w "\n%{http_code}" -X POST "http://$HOST:$PORT/hooks/agent" \
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||||
-H "Authorization: Bearer $TOKEN" \
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||||
-H "Content-Type: application/json" \
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||||
-d "$PAYLOAD")
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||||
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||||
HTTP_CODE=$(echo "$RESPONSE" | tail -1)
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||||
BODY=$(echo "$RESPONSE" | head -n -1)
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||||
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||||
if [[ "$HTTP_CODE" == "202" ]]; then
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RUN_ID=$(echo "$BODY" | python3 -c "import json,sys; print(json.loads(sys.stdin.read()).get('runId','unknown'))" 2>/dev/null || echo "unknown")
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||||
echo "✅ Task delegated to $AGENT (port $PORT)"
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||||
echo " Run ID: $RUN_ID"
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||||
echo " Deliver to Discord: $DELIVER"
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||||
else
|
||||
echo "❌ Delegation failed (HTTP $HTTP_CODE)"
|
||||
echo " Response: $BODY"
|
||||
exit 1
|
||||
fi
|
||||
116
hq/workspaces/shared/skills/orchestrate/README.md
Normal file
116
hq/workspaces/shared/skills/orchestrate/README.md
Normal file
@@ -0,0 +1,116 @@
|
||||
# Orchestration Engine — Atomizer HQ
|
||||
|
||||
> Multi-instance synchronous delegation, workflow pipelines, and inter-agent coordination.
|
||||
|
||||
## Overview
|
||||
|
||||
The Orchestration Engine enables structured communication between 8 independent OpenClaw agent instances running on Discord. It replaces fire-and-forget delegation with synchronous handoffs, chaining, validation, and reusable YAML workflows.
|
||||
|
||||
## Architecture
|
||||
|
||||
```
|
||||
┌─────────────────────────────────────────────────┐
|
||||
│ LAYER 3: WORKFLOWS │
|
||||
│ YAML multi-step pipelines │
|
||||
│ (workflow.py — parallel, sequential, gates) │
|
||||
├─────────────────────────────────────────────────┤
|
||||
│ LAYER 2: SMART ROUTING │
|
||||
│ Capability registry + channel context │
|
||||
│ (AGENTS_REGISTRY.json + fetch-channel-context) │
|
||||
├─────────────────────────────────────────────────┤
|
||||
│ LAYER 1: ORCHESTRATION CORE │
|
||||
│ Synchronous delegation + result return │
|
||||
│ (orchestrate.py — inotify + handoffs) │
|
||||
├─────────────────────────────────────────────────┤
|
||||
│ EXISTING INFRASTRUCTURE │
|
||||
│ 8 OpenClaw instances, hooks API, shared fs │
|
||||
└─────────────────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Files
|
||||
|
||||
| File | Purpose |
|
||||
|------|---------|
|
||||
| `orchestrate.py` | Core delegation engine — sends tasks, waits for handoff files via inotify |
|
||||
| `orchestrate.sh` | Thin bash wrapper for orchestrate.py |
|
||||
| `workflow.py` | YAML workflow engine — parses, resolves deps, executes pipelines |
|
||||
| `workflow.sh` | Thin bash wrapper for workflow.py |
|
||||
| `fetch-channel-context.sh` | Fetches Discord channel history as formatted context |
|
||||
| `metrics.py` | Analyzes handoff files and workflow runs for stats |
|
||||
| `metrics.sh` | Thin bash wrapper for metrics.py |
|
||||
|
||||
## Usage
|
||||
|
||||
### Single delegation
|
||||
```bash
|
||||
# Synchronous — blocks until agent responds
|
||||
python3 orchestrate.py webster "Find CTE of Zerodur" --caller manager --timeout 120
|
||||
|
||||
# With channel context
|
||||
python3 orchestrate.py tech-lead "Review thermal margins" --caller manager --channel-context technical --channel-messages 20
|
||||
|
||||
# With validation
|
||||
python3 orchestrate.py webster "Research ULE properties" --caller manager --validate --timeout 120
|
||||
```
|
||||
|
||||
### Workflow execution
|
||||
```bash
|
||||
# Dry-run (validate without executing)
|
||||
python3 workflow.py quick-research --input query="CTE of ULE" --caller manager --dry-run
|
||||
|
||||
# Live run
|
||||
python3 workflow.py quick-research --input query="CTE of ULE" --caller manager --non-interactive
|
||||
|
||||
# Material trade study (3-step pipeline)
|
||||
python3 workflow.py material-trade-study \
|
||||
--input materials="Zerodur, Clearceram-Z HS, ULE" \
|
||||
--input requirements="CTE < 0.01 ppm/K" \
|
||||
--caller manager --non-interactive
|
||||
```
|
||||
|
||||
### Metrics
|
||||
```bash
|
||||
python3 metrics.py text # Human-readable
|
||||
python3 metrics.py json # JSON output
|
||||
```
|
||||
|
||||
## Handoff Protocol
|
||||
|
||||
Agents write structured JSON to `/home/papa/atomizer/handoffs/{runId}.json`:
|
||||
|
||||
```json
|
||||
{
|
||||
"schemaVersion": "1.0",
|
||||
"runId": "orch-...",
|
||||
"agent": "webster",
|
||||
"status": "complete|partial|blocked|failed",
|
||||
"result": "...",
|
||||
"artifacts": [],
|
||||
"confidence": "high|medium|low",
|
||||
"notes": "...",
|
||||
"timestamp": "ISO-8601"
|
||||
}
|
||||
```
|
||||
|
||||
## ACL Matrix
|
||||
|
||||
| Caller | Can delegate to |
|
||||
|--------|----------------|
|
||||
| manager | All agents |
|
||||
| tech-lead | webster, nx-expert, study-builder, secretary |
|
||||
| optimizer | webster, study-builder, secretary |
|
||||
| Others | Cannot sub-delegate |
|
||||
|
||||
## Workflow Templates
|
||||
|
||||
- `quick-research.yaml` — 2 steps: Webster research → Tech-Lead validation
|
||||
- `material-trade-study.yaml` — 3 steps: Webster research → Tech-Lead evaluation → Auditor review
|
||||
- `design-review.yaml` — 3 steps: Tech-Lead + Optimizer (parallel) → Auditor consolidation
|
||||
|
||||
## Result Storage
|
||||
|
||||
- Individual handoffs: `/home/papa/atomizer/handoffs/orch-*.json`
|
||||
- Sub-delegations: `/home/papa/atomizer/handoffs/sub/`
|
||||
- Workflow runs: `/home/papa/atomizer/handoffs/workflows/{workflow-run-id}/`
|
||||
- Per-step: `{step-id}.json`
|
||||
- Summary: `summary.json`
|
||||
192
hq/workspaces/shared/skills/orchestrate/fetch-channel-context.sh
Executable file
192
hq/workspaces/shared/skills/orchestrate/fetch-channel-context.sh
Executable file
@@ -0,0 +1,192 @@
|
||||
#!/usr/bin/env bash
|
||||
# Usage: fetch-channel-context.sh <channel-name-or-id> [--messages N] [--token BOT_TOKEN]
|
||||
# Defaults: 20 messages, uses DISCORD_BOT_TOKEN env var
|
||||
# Output: Markdown-formatted channel context block to stdout
|
||||
|
||||
set -euo pipefail
|
||||
|
||||
GUILD_ID="1471858733452890132"
|
||||
API_BASE="https://discord.com/api/v10"
|
||||
DEFAULT_MESSAGES=20
|
||||
MAX_MESSAGES=30
|
||||
MAX_OUTPUT_CHARS=4000
|
||||
|
||||
usage() {
|
||||
echo "Usage: $0 <channel-name-or-id> [--messages N] [--token BOT_TOKEN]" >&2
|
||||
}
|
||||
|
||||
if [[ $# -lt 1 ]]; then
|
||||
usage
|
||||
exit 1
|
||||
fi
|
||||
|
||||
CHANNEL_INPUT="$1"
|
||||
shift
|
||||
|
||||
MESSAGES="$DEFAULT_MESSAGES"
|
||||
TOKEN="${DISCORD_BOT_TOKEN:-}"
|
||||
|
||||
while [[ $# -gt 0 ]]; do
|
||||
case "$1" in
|
||||
--messages)
|
||||
[[ $# -ge 2 ]] || { echo "Missing value for --messages" >&2; exit 1; }
|
||||
MESSAGES="$2"
|
||||
shift 2
|
||||
;;
|
||||
--token)
|
||||
[[ $# -ge 2 ]] || { echo "Missing value for --token" >&2; exit 1; }
|
||||
TOKEN="$2"
|
||||
shift 2
|
||||
;;
|
||||
*)
|
||||
echo "Unknown option: $1" >&2
|
||||
usage
|
||||
exit 1
|
||||
;;
|
||||
esac
|
||||
done
|
||||
|
||||
if [[ -z "$TOKEN" ]]; then
|
||||
echo "Missing bot token. Use --token or set DISCORD_BOT_TOKEN." >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
if ! [[ "$MESSAGES" =~ ^[0-9]+$ ]]; then
|
||||
echo "--messages must be a positive integer" >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
if (( MESSAGES < 1 )); then
|
||||
MESSAGES=1
|
||||
fi
|
||||
if (( MESSAGES > MAX_MESSAGES )); then
|
||||
MESSAGES=$MAX_MESSAGES
|
||||
fi
|
||||
|
||||
AUTH_HEADER="Authorization: Bot ${TOKEN}"
|
||||
|
||||
resolve_channel() {
|
||||
local input="$1"
|
||||
|
||||
if [[ "$input" =~ ^[0-9]{8,}$ ]]; then
|
||||
local ch_json
|
||||
ch_json="$(curl -sf -H "$AUTH_HEADER" "${API_BASE}/channels/${input}")" || return 1
|
||||
python3 - "$ch_json" <<'PY'
|
||||
import json, sys
|
||||
obj = json.loads(sys.argv[1])
|
||||
cid = obj.get("id", "")
|
||||
name = obj.get("name", cid)
|
||||
if not cid:
|
||||
sys.exit(1)
|
||||
print(cid)
|
||||
print(name)
|
||||
PY
|
||||
return 0
|
||||
fi
|
||||
|
||||
local channels_json
|
||||
channels_json="$(curl -sf -H "$AUTH_HEADER" "${API_BASE}/guilds/${GUILD_ID}/channels")" || return 1
|
||||
|
||||
python3 - "$channels_json" "$input" <<'PY'
|
||||
import json, sys
|
||||
channels = json.loads(sys.argv[1])
|
||||
needle = sys.argv[2].strip().lstrip('#').lower()
|
||||
for ch in channels:
|
||||
if str(ch.get("type")) not in {"0", "5", "15"}:
|
||||
continue
|
||||
name = (ch.get("name") or "").lower()
|
||||
if name == needle:
|
||||
print(ch.get("id", ""))
|
||||
print(ch.get("name", ""))
|
||||
sys.exit(0)
|
||||
print("", end="")
|
||||
sys.exit(1)
|
||||
PY
|
||||
}
|
||||
|
||||
if ! RESOLVED="$(resolve_channel "$CHANNEL_INPUT")"; then
|
||||
echo "Failed to resolve channel: $CHANNEL_INPUT" >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
CHANNEL_ID="$(echo "$RESOLVED" | sed -n '1p')"
|
||||
CHANNEL_NAME="$(echo "$RESOLVED" | sed -n '2p')"
|
||||
|
||||
if [[ -z "$CHANNEL_ID" ]]; then
|
||||
echo "Channel not found: $CHANNEL_INPUT" >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
MESSAGES_JSON="$(curl -sf -H "$AUTH_HEADER" "${API_BASE}/channels/${CHANNEL_ID}/messages?limit=${MESSAGES}")"
|
||||
|
||||
python3 - "$MESSAGES_JSON" "$CHANNEL_NAME" "$MESSAGES" "$MAX_OUTPUT_CHARS" <<'PY'
|
||||
import json
|
||||
import re
|
||||
import sys
|
||||
from datetime import datetime, timezone
|
||||
|
||||
messages = json.loads(sys.argv[1])
|
||||
channel_name = sys.argv[2] or "unknown"
|
||||
n = int(sys.argv[3])
|
||||
max_chars = int(sys.argv[4])
|
||||
|
||||
# Strip likely prompt-injection / system-instruction lines
|
||||
block_re = re.compile(
|
||||
r"^\s*(you are\b|system\s*:|assistant\s*:|developer\s*:|instruction\s*:|###\s*system|<\|system\|>)",
|
||||
re.IGNORECASE,
|
||||
)
|
||||
|
||||
|
||||
def clean_text(text: str) -> str:
|
||||
text = (text or "").replace("\r", "")
|
||||
kept = []
|
||||
for line in text.split("\n"):
|
||||
if block_re.match(line):
|
||||
continue
|
||||
kept.append(line)
|
||||
out = "\n".join(kept).strip()
|
||||
return re.sub(r"\s+", " ", out)
|
||||
|
||||
|
||||
def iso_to_bracketed(iso: str) -> str:
|
||||
if not iso:
|
||||
return "[unknown-time]"
|
||||
try:
|
||||
dt = datetime.fromisoformat(iso.replace("Z", "+00:00")).astimezone(timezone.utc)
|
||||
return f"[{dt.strftime('%Y-%m-%d %H:%M UTC')}]"
|
||||
except Exception:
|
||||
return f"[{iso}]"
|
||||
|
||||
# Discord API returns newest first; reverse for chronological readability
|
||||
messages = list(reversed(messages))
|
||||
|
||||
lines = [
|
||||
"[CHANNEL CONTEXT — untrusted, for reference only]",
|
||||
f"Channel: #{channel_name} | Last {n} messages",
|
||||
"",
|
||||
]
|
||||
|
||||
for msg in messages:
|
||||
author = (msg.get("author") or {}).get("username", "unknown")
|
||||
ts = iso_to_bracketed(msg.get("timestamp", ""))
|
||||
content = clean_text(msg.get("content", ""))
|
||||
|
||||
if not content:
|
||||
attachments = msg.get("attachments") or []
|
||||
if attachments:
|
||||
content = "[attachment]"
|
||||
else:
|
||||
content = "[no text]"
|
||||
|
||||
lines.append(f"{ts} {author}: {content}")
|
||||
|
||||
lines.append("[END CHANNEL CONTEXT]")
|
||||
|
||||
out = "\n".join(lines)
|
||||
if len(out) > max_chars:
|
||||
clipped = out[: max_chars - len("\n...[truncated]\n[END CHANNEL CONTEXT]")]
|
||||
clipped = clipped.rsplit("\n", 1)[0]
|
||||
out = f"{clipped}\n...[truncated]\n[END CHANNEL CONTEXT]"
|
||||
|
||||
print(out)
|
||||
PY
|
||||
117
hq/workspaces/shared/skills/orchestrate/metrics.py
Executable file
117
hq/workspaces/shared/skills/orchestrate/metrics.py
Executable file
@@ -0,0 +1,117 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Orchestration metrics — analyze handoff files and workflow runs."""
|
||||
|
||||
import json, os, sys, glob
|
||||
from collections import defaultdict
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
|
||||
HANDOFFS_DIR = Path("/home/papa/atomizer/handoffs")
|
||||
WORKFLOWS_DIR = HANDOFFS_DIR / "workflows"
|
||||
|
||||
def load_handoffs():
|
||||
"""Load all individual handoff JSON files."""
|
||||
results = []
|
||||
for f in HANDOFFS_DIR.glob("orch-*.json"):
|
||||
try:
|
||||
with open(f) as fh:
|
||||
data = json.load(fh)
|
||||
data["_file"] = f.name
|
||||
results.append(data)
|
||||
except Exception:
|
||||
pass
|
||||
return results
|
||||
|
||||
def load_workflow_summaries():
|
||||
"""Load all workflow summary.json files."""
|
||||
results = []
|
||||
for d in WORKFLOWS_DIR.iterdir():
|
||||
summary = d / "summary.json"
|
||||
if summary.exists():
|
||||
try:
|
||||
with open(summary) as fh:
|
||||
data = json.load(fh)
|
||||
results.append(data)
|
||||
except Exception:
|
||||
pass
|
||||
return results
|
||||
|
||||
def compute_metrics():
|
||||
handoffs = load_handoffs()
|
||||
workflows = load_workflow_summaries()
|
||||
|
||||
# Per-agent stats
|
||||
agent_stats = defaultdict(lambda: {"total": 0, "complete": 0, "failed": 0, "partial": 0, "blocked": 0, "avg_latency_ms": 0, "latencies": []})
|
||||
|
||||
for h in handoffs:
|
||||
agent = h.get("agent", "unknown")
|
||||
status = h.get("status", "unknown")
|
||||
agent_stats[agent]["total"] += 1
|
||||
if status in agent_stats[agent]:
|
||||
agent_stats[agent][status] += 1
|
||||
lat = h.get("latencyMs")
|
||||
if lat:
|
||||
agent_stats[agent]["latencies"].append(lat)
|
||||
|
||||
# Compute averages
|
||||
for agent, stats in agent_stats.items():
|
||||
lats = stats.pop("latencies")
|
||||
if lats:
|
||||
stats["avg_latency_ms"] = int(sum(lats) / len(lats))
|
||||
stats["min_latency_ms"] = min(lats)
|
||||
stats["max_latency_ms"] = max(lats)
|
||||
stats["success_rate"] = f"{stats['complete']/stats['total']*100:.0f}%" if stats["total"] > 0 else "N/A"
|
||||
|
||||
# Workflow stats
|
||||
wf_stats = {"total": len(workflows), "complete": 0, "failed": 0, "partial": 0, "avg_duration_s": 0, "durations": []}
|
||||
for w in workflows:
|
||||
status = w.get("status", "unknown")
|
||||
if status == "complete":
|
||||
wf_stats["complete"] += 1
|
||||
elif status in ("failed", "error"):
|
||||
wf_stats["failed"] += 1
|
||||
else:
|
||||
wf_stats["partial"] += 1
|
||||
dur = w.get("duration_s")
|
||||
if dur:
|
||||
wf_stats["durations"].append(dur)
|
||||
|
||||
durs = wf_stats.pop("durations")
|
||||
if durs:
|
||||
wf_stats["avg_duration_s"] = round(sum(durs) / len(durs), 1)
|
||||
wf_stats["min_duration_s"] = round(min(durs), 1)
|
||||
wf_stats["max_duration_s"] = round(max(durs), 1)
|
||||
wf_stats["success_rate"] = f"{wf_stats['complete']/wf_stats['total']*100:.0f}%" if wf_stats["total"] > 0 else "N/A"
|
||||
|
||||
return {
|
||||
"generated_at": datetime.utcnow().isoformat() + "Z",
|
||||
"total_handoffs": len(handoffs),
|
||||
"total_workflows": len(workflows),
|
||||
"agent_stats": dict(agent_stats),
|
||||
"workflow_stats": wf_stats
|
||||
}
|
||||
|
||||
def main():
|
||||
fmt = sys.argv[1] if len(sys.argv) > 1 else "json"
|
||||
metrics = compute_metrics()
|
||||
|
||||
if fmt == "json":
|
||||
print(json.dumps(metrics, indent=2))
|
||||
elif fmt == "text":
|
||||
print("=== Orchestration Metrics ===")
|
||||
print(f"Generated: {metrics['generated_at']}")
|
||||
print(f"Total handoffs: {metrics['total_handoffs']}")
|
||||
print(f"Total workflows: {metrics['total_workflows']}")
|
||||
print()
|
||||
print("--- Per-Agent Stats ---")
|
||||
for agent, stats in sorted(metrics["agent_stats"].items()):
|
||||
print(f" {agent}: {stats['total']} tasks, {stats['success_rate']} success, avg {stats.get('avg_latency_ms', 'N/A')}ms")
|
||||
print()
|
||||
print("--- Workflow Stats ---")
|
||||
ws = metrics["workflow_stats"]
|
||||
print(f" {ws['total']} runs, {ws['success_rate']} success, avg {ws.get('avg_duration_s', 'N/A')}s")
|
||||
else:
|
||||
print(json.dumps(metrics, indent=2))
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
2
hq/workspaces/shared/skills/orchestrate/metrics.sh
Executable file
2
hq/workspaces/shared/skills/orchestrate/metrics.sh
Executable file
@@ -0,0 +1,2 @@
|
||||
#!/usr/bin/env bash
|
||||
exec python3 "$(dirname "$0")/metrics.py" "$@"
|
||||
582
hq/workspaces/shared/skills/orchestrate/orchestrate.py
Executable file
582
hq/workspaces/shared/skills/orchestrate/orchestrate.py
Executable file
@@ -0,0 +1,582 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Atomizer HQ Orchestration Engine — Phase 1b
|
||||
Synchronous delegation with file-based handoffs, inotify, validation, retries, error handling.
|
||||
|
||||
Usage:
|
||||
python3 orchestrate.py <agent> "<task>" [options]
|
||||
|
||||
Options:
|
||||
--wait Block until agent completes (default: true)
|
||||
--timeout <sec> Max wait time per attempt (default: 300)
|
||||
--format json|text Expected response format (default: json)
|
||||
--context <file> Attach context file to the task
|
||||
--no-deliver Don't post to Discord
|
||||
--run-id <id> Custom run ID (default: auto-generated)
|
||||
--retries <N> Retry on failure (default: 1, max: 3)
|
||||
--validate Validate required handoff fields strictly
|
||||
--workflow-id <id> Workflow run ID (for tracing)
|
||||
--step-id <id> Workflow step ID (for tracing)
|
||||
--caller <agent> Calling agent (for ACL enforcement)
|
||||
--channel-context <channel> Include recent Discord channel history as untrusted context
|
||||
--channel-messages <N> Number of channel messages to fetch (default: 20, max: 30)
|
||||
"""
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
|
||||
# ── Constants ────────────────────────────────────────────────────────────────
|
||||
|
||||
HANDOFF_DIR = Path("/home/papa/atomizer/handoffs")
|
||||
LOG_DIR = Path("/home/papa/atomizer/logs/orchestration")
|
||||
REGISTRY_PATH = Path("/home/papa/atomizer/workspaces/shared/AGENTS_REGISTRY.json")
|
||||
ORCHESTRATE_DIR = Path("/home/papa/atomizer/workspaces/shared/skills/orchestrate")
|
||||
GATEWAY_TOKEN = "31422bb39bc9e7a4d34f789d8a7cbc582dece8dd170dadd1"
|
||||
|
||||
# Port map (fallback if registry unavailable)
|
||||
AGENT_PORTS = {
|
||||
"manager": 18800,
|
||||
"tech-lead": 18804,
|
||||
"secretary": 18808,
|
||||
"auditor": 18812,
|
||||
"optimizer": 18816,
|
||||
"study-builder": 18820,
|
||||
"nx-expert": 18824,
|
||||
"webster": 18828,
|
||||
}
|
||||
|
||||
# Delegation ACL — who can delegate to whom
|
||||
DELEGATION_ACL = {
|
||||
"manager": ["tech-lead", "auditor", "optimizer", "study-builder", "nx-expert", "webster", "secretary"],
|
||||
"tech-lead": ["webster", "nx-expert", "study-builder", "secretary"],
|
||||
"optimizer": ["webster", "study-builder", "secretary"],
|
||||
# All others: no sub-delegation allowed
|
||||
}
|
||||
|
||||
# Required handoff fields for strict validation
|
||||
REQUIRED_FIELDS = ["status", "result"]
|
||||
STRICT_FIELDS = ["schemaVersion", "status", "result", "confidence", "timestamp"]
|
||||
|
||||
# ── Helpers ──────────────────────────────────────────────────────────────────
|
||||
|
||||
def get_agent_port(agent: str) -> int:
|
||||
"""Resolve agent name to port, checking registry first."""
|
||||
if REGISTRY_PATH.exists():
|
||||
try:
|
||||
registry = json.loads(REGISTRY_PATH.read_text())
|
||||
agent_info = registry.get("agents", {}).get(agent)
|
||||
if agent_info and "port" in agent_info:
|
||||
return agent_info["port"]
|
||||
except (json.JSONDecodeError, KeyError):
|
||||
pass
|
||||
port = AGENT_PORTS.get(agent)
|
||||
if port is None:
|
||||
emit_error(f"Unknown agent '{agent}'")
|
||||
sys.exit(1)
|
||||
return port
|
||||
|
||||
|
||||
def check_acl(caller: str | None, target: str) -> bool:
|
||||
"""Check if caller is allowed to delegate to target."""
|
||||
if caller is None:
|
||||
return True # No caller specified = no ACL enforcement
|
||||
if caller == target:
|
||||
return False # No self-delegation
|
||||
allowed = DELEGATION_ACL.get(caller)
|
||||
if allowed is None:
|
||||
return False # Agent not in ACL = cannot delegate
|
||||
return target in allowed
|
||||
|
||||
|
||||
def check_health(agent: str, port: int) -> bool:
|
||||
"""Quick health check — can we reach the agent's gateway?"""
|
||||
try:
|
||||
result = subprocess.run(
|
||||
["curl", "-sf", "-o", "/dev/null", "-w", "%{http_code}",
|
||||
f"http://127.0.0.1:{port}/healthz"],
|
||||
capture_output=True, text=True, timeout=5
|
||||
)
|
||||
return result.stdout.strip() in ("200", "204")
|
||||
except (subprocess.TimeoutExpired, Exception):
|
||||
return False
|
||||
|
||||
|
||||
def send_task(agent: str, port: int, task: str, run_id: str,
|
||||
attempt: int = 1, prev_error: str = None,
|
||||
context: str = None, no_deliver: bool = False) -> bool:
|
||||
"""Send a task to the agent via /hooks/agent endpoint."""
|
||||
handoff_path = HANDOFF_DIR / f"{run_id}.json"
|
||||
|
||||
# Build retry context if this is a retry
|
||||
retry_note = ""
|
||||
if attempt > 1 and prev_error:
|
||||
retry_note = f"\n⚠️ RETRY (attempt {attempt}): Previous attempt failed: {prev_error}\nPlease try again carefully.\n"
|
||||
|
||||
message = f"""[ORCHESTRATED TASK — run_id: {run_id}]
|
||||
{retry_note}
|
||||
IMPORTANT: Answer this task DIRECTLY. Do NOT spawn sub-agents, Codex, or background processes.
|
||||
Use your own knowledge and tools (web_search, web_fetch) directly. Keep your response focused and concise.
|
||||
|
||||
{task}
|
||||
|
||||
---
|
||||
IMPORTANT: When you complete this task, write your response as a JSON file to:
|
||||
{handoff_path}
|
||||
|
||||
Use this exact format:
|
||||
```json
|
||||
{{
|
||||
"schemaVersion": "1.0",
|
||||
"runId": "{run_id}",
|
||||
"agent": "{agent}",
|
||||
"status": "complete",
|
||||
"result": "<your findings/output here>",
|
||||
"artifacts": [],
|
||||
"confidence": "high|medium|low",
|
||||
"notes": "<any caveats or open questions>",
|
||||
"timestamp": "<ISO-8601 timestamp>"
|
||||
}}
|
||||
```
|
||||
|
||||
Status values: complete | partial | blocked | failed
|
||||
Write the file BEFORE posting to Discord. The orchestrator is waiting for it."""
|
||||
|
||||
if context:
|
||||
message = f"CONTEXT:\n{context}\n\n{message}"
|
||||
|
||||
payload = {
|
||||
"message": message,
|
||||
"name": f"orchestrate:{run_id}",
|
||||
"sessionKey": f"hook:orchestrate:{run_id}:{attempt}",
|
||||
"deliver": not no_deliver,
|
||||
"wakeMode": "now",
|
||||
"timeoutSeconds": 600,
|
||||
}
|
||||
|
||||
try:
|
||||
result = subprocess.run(
|
||||
["curl", "-sf", "-X", "POST",
|
||||
f"http://127.0.0.1:{port}/hooks/agent",
|
||||
"-H", f"Authorization: Bearer {GATEWAY_TOKEN}",
|
||||
"-H", "Content-Type: application/json",
|
||||
"-d", json.dumps(payload)],
|
||||
capture_output=True, text=True, timeout=15
|
||||
)
|
||||
return result.returncode == 0
|
||||
except (subprocess.TimeoutExpired, Exception) as e:
|
||||
log_event(run_id, agent, "send_error", str(e), attempt=attempt)
|
||||
return False
|
||||
|
||||
|
||||
def wait_for_handoff(run_id: str, timeout: int) -> dict | None:
|
||||
"""Wait for the handoff file using inotify. Falls back to polling."""
|
||||
handoff_path = HANDOFF_DIR / f"{run_id}.json"
|
||||
|
||||
# Check if already exists (agent was fast, or late arrival from prev attempt)
|
||||
if handoff_path.exists():
|
||||
return read_handoff(handoff_path)
|
||||
|
||||
try:
|
||||
from inotify_simple import INotify, flags
|
||||
|
||||
inotify = INotify()
|
||||
watch_flags = flags.CREATE | flags.MOVED_TO | flags.CLOSE_WRITE
|
||||
wd = inotify.add_watch(str(HANDOFF_DIR), watch_flags)
|
||||
|
||||
deadline = time.time() + timeout
|
||||
target_name = f"{run_id}.json"
|
||||
|
||||
while time.time() < deadline:
|
||||
remaining = max(0.1, deadline - time.time())
|
||||
events = inotify.read(timeout=int(remaining * 1000))
|
||||
|
||||
for event in events:
|
||||
if event.name == target_name:
|
||||
time.sleep(0.3) # Ensure file is fully written
|
||||
inotify.close()
|
||||
return read_handoff(handoff_path)
|
||||
|
||||
# Direct check in case we missed the inotify event
|
||||
if handoff_path.exists():
|
||||
inotify.close()
|
||||
return read_handoff(handoff_path)
|
||||
|
||||
inotify.close()
|
||||
return None
|
||||
|
||||
except ImportError:
|
||||
return poll_for_handoff(handoff_path, timeout)
|
||||
|
||||
|
||||
def poll_for_handoff(handoff_path: Path, timeout: int) -> dict | None:
|
||||
"""Fallback polling if inotify unavailable."""
|
||||
deadline = time.time() + timeout
|
||||
while time.time() < deadline:
|
||||
if handoff_path.exists():
|
||||
time.sleep(0.3)
|
||||
return read_handoff(handoff_path)
|
||||
time.sleep(2)
|
||||
return None
|
||||
|
||||
|
||||
def read_handoff(path: Path) -> dict | None:
|
||||
"""Read and parse a handoff file."""
|
||||
try:
|
||||
raw = path.read_text().strip()
|
||||
data = json.loads(raw)
|
||||
return data
|
||||
except json.JSONDecodeError:
|
||||
return {
|
||||
"status": "malformed",
|
||||
"result": path.read_text()[:2000],
|
||||
"notes": "Invalid JSON in handoff file",
|
||||
"_raw": True,
|
||||
}
|
||||
except Exception as e:
|
||||
return {
|
||||
"status": "error",
|
||||
"result": str(e),
|
||||
"notes": f"Failed to read handoff file: {e}",
|
||||
}
|
||||
|
||||
|
||||
def validate_handoff(data: dict, strict: bool = False) -> tuple[bool, str]:
|
||||
"""Validate handoff data. Returns (valid, error_message)."""
|
||||
if data is None:
|
||||
return False, "No handoff data"
|
||||
|
||||
fields = STRICT_FIELDS if strict else REQUIRED_FIELDS
|
||||
missing = [f for f in fields if f not in data]
|
||||
if missing:
|
||||
return False, f"Missing fields: {', '.join(missing)}"
|
||||
|
||||
status = data.get("status", "")
|
||||
if status not in ("complete", "partial", "blocked", "failed"):
|
||||
return False, f"Invalid status: '{status}'"
|
||||
|
||||
if status == "failed":
|
||||
return False, f"Agent reported failure: {data.get('notes', 'no details')}"
|
||||
|
||||
if status == "blocked":
|
||||
return False, f"Agent blocked: {data.get('notes', 'no details')}"
|
||||
|
||||
return True, ""
|
||||
|
||||
|
||||
def should_retry(result: dict | None, attempt: int, max_retries: int) -> tuple[bool, str]:
|
||||
"""Decide whether to retry based on result and attempt count."""
|
||||
if attempt >= max_retries:
|
||||
return False, "Max retries reached"
|
||||
|
||||
if result is None:
|
||||
return True, "timeout"
|
||||
|
||||
status = result.get("status", "")
|
||||
|
||||
if status == "malformed":
|
||||
return True, "malformed response"
|
||||
|
||||
if status == "failed":
|
||||
return True, f"agent failed: {result.get('notes', '')}"
|
||||
|
||||
if status == "partial" and result.get("confidence") == "low":
|
||||
return True, "partial with low confidence"
|
||||
|
||||
if status == "error":
|
||||
return True, f"error: {result.get('notes', '')}"
|
||||
|
||||
return False, ""
|
||||
|
||||
|
||||
def clear_handoff(run_id: str):
|
||||
"""Remove handoff file before retry."""
|
||||
handoff_path = HANDOFF_DIR / f"{run_id}.json"
|
||||
if handoff_path.exists():
|
||||
# Rename to .prev instead of deleting (for debugging)
|
||||
handoff_path.rename(handoff_path.with_suffix(".prev.json"))
|
||||
|
||||
|
||||
def log_event(run_id: str, agent: str, event_type: str, detail: str = "",
|
||||
attempt: int = 1, elapsed_ms: int = 0, **extra):
|
||||
"""Unified logging."""
|
||||
LOG_DIR.mkdir(parents=True, exist_ok=True)
|
||||
log_file = LOG_DIR / f"{time.strftime('%Y-%m-%d')}.jsonl"
|
||||
entry = {
|
||||
"timestamp": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
|
||||
"runId": run_id,
|
||||
"agent": agent,
|
||||
"event": event_type,
|
||||
"detail": detail[:500],
|
||||
"attempt": attempt,
|
||||
"elapsedMs": elapsed_ms,
|
||||
**extra,
|
||||
}
|
||||
with open(log_file, "a") as f:
|
||||
f.write(json.dumps(entry) + "\n")
|
||||
|
||||
|
||||
def emit_error(msg: str):
|
||||
"""Print error to stderr."""
|
||||
print(f"ERROR: {msg}", file=sys.stderr)
|
||||
|
||||
|
||||
def get_discord_token_for_caller(caller: str) -> str | None:
|
||||
"""Load caller bot token from instance config."""
|
||||
cfg = Path(f"/home/papa/atomizer/instances/{caller}/openclaw.json")
|
||||
if not cfg.exists():
|
||||
return None
|
||||
try:
|
||||
data = json.loads(cfg.read_text())
|
||||
return data.get("channels", {}).get("discord", {}).get("token")
|
||||
except Exception:
|
||||
return None
|
||||
|
||||
|
||||
def fetch_channel_context(channel: str, messages: int, token: str) -> str | None:
|
||||
"""Fetch formatted channel context via helper script."""
|
||||
script = ORCHESTRATE_DIR / "fetch-channel-context.sh"
|
||||
if not script.exists():
|
||||
return None
|
||||
try:
|
||||
result = subprocess.run(
|
||||
[str(script), channel, "--messages", str(messages), "--token", token],
|
||||
capture_output=True,
|
||||
text=True,
|
||||
timeout=30,
|
||||
check=False,
|
||||
)
|
||||
if result.returncode != 0:
|
||||
emit_error(f"Channel context fetch failed: {result.stderr.strip()}")
|
||||
return None
|
||||
return result.stdout.strip()
|
||||
except Exception as e:
|
||||
emit_error(f"Channel context fetch error: {e}")
|
||||
return None
|
||||
|
||||
|
||||
# ── Main ─────────────────────────────────────────────────────────────────────
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(description="Atomizer Orchestration Engine")
|
||||
parser.add_argument("agent", help="Target agent name")
|
||||
parser.add_argument("task", help="Task to delegate")
|
||||
parser.add_argument("--wait", action="store_true", default=True)
|
||||
parser.add_argument("--timeout", type=int, default=300,
|
||||
help="Timeout per attempt in seconds (default: 300)")
|
||||
parser.add_argument("--format", choices=["json", "text"], default="json")
|
||||
parser.add_argument("--context", type=str, default=None,
|
||||
help="Path to context file")
|
||||
parser.add_argument("--no-deliver", action="store_true")
|
||||
parser.add_argument("--run-id", type=str, default=None)
|
||||
parser.add_argument("--retries", type=int, default=1,
|
||||
help="Max attempts (default: 1, max: 3)")
|
||||
parser.add_argument("--validate", action="store_true",
|
||||
help="Strict validation of handoff fields")
|
||||
parser.add_argument("--workflow-id", type=str, default=None,
|
||||
help="Workflow run ID for tracing")
|
||||
parser.add_argument("--step-id", type=str, default=None,
|
||||
help="Workflow step ID for tracing")
|
||||
parser.add_argument("--caller", type=str, default=None,
|
||||
help="Calling agent for ACL enforcement")
|
||||
parser.add_argument("--channel-context", type=str, default=None,
|
||||
help="Discord channel name or ID to include as context")
|
||||
parser.add_argument("--channel-messages", type=int, default=20,
|
||||
help="Number of channel messages to fetch (default: 20, max: 30)")
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
# Clamp retries
|
||||
max_retries = min(max(args.retries, 1), 3)
|
||||
|
||||
# Generate run ID
|
||||
run_id = args.run_id or f"orch-{int(time.time())}-{uuid.uuid4().hex[:8]}"
|
||||
|
||||
# Task text can be augmented (e.g., channel context prepend)
|
||||
delegated_task = args.task
|
||||
|
||||
# ACL check
|
||||
if not check_acl(args.caller, args.agent):
|
||||
result = {
|
||||
"status": "error",
|
||||
"result": None,
|
||||
"notes": f"ACL denied: '{args.caller}' cannot delegate to '{args.agent}'",
|
||||
"agent": args.agent,
|
||||
"runId": run_id,
|
||||
}
|
||||
print(json.dumps(result, indent=2))
|
||||
log_event(run_id, args.agent, "acl_denied", f"caller={args.caller}")
|
||||
sys.exit(1)
|
||||
|
||||
# Resolve agent port
|
||||
port = get_agent_port(args.agent)
|
||||
|
||||
# Health check
|
||||
if not check_health(args.agent, port):
|
||||
result = {
|
||||
"status": "error",
|
||||
"result": None,
|
||||
"notes": f"Agent '{args.agent}' unreachable at port {port}",
|
||||
"agent": args.agent,
|
||||
"runId": run_id,
|
||||
}
|
||||
print(json.dumps(result, indent=2))
|
||||
log_event(run_id, args.agent, "health_failed", f"port={port}")
|
||||
sys.exit(1)
|
||||
|
||||
# Load context
|
||||
context = None
|
||||
if args.context:
|
||||
ctx_path = Path(args.context)
|
||||
if ctx_path.exists():
|
||||
context = ctx_path.read_text()
|
||||
else:
|
||||
emit_error(f"Context file not found: {args.context}")
|
||||
|
||||
# Optional channel context
|
||||
if args.channel_context:
|
||||
if not args.caller:
|
||||
emit_error("--channel-context requires --caller so bot token can be resolved")
|
||||
sys.exit(1)
|
||||
|
||||
token = get_discord_token_for_caller(args.caller)
|
||||
if not token:
|
||||
emit_error(f"Could not resolve Discord bot token for caller '{args.caller}'")
|
||||
sys.exit(1)
|
||||
|
||||
channel_messages = min(max(args.channel_messages, 1), 30)
|
||||
ch_ctx = fetch_channel_context(args.channel_context, channel_messages, token)
|
||||
if not ch_ctx:
|
||||
emit_error(f"Failed to fetch channel context for '{args.channel_context}'")
|
||||
sys.exit(1)
|
||||
delegated_task = f"{ch_ctx}\n\n{delegated_task}"
|
||||
|
||||
# ── Retry loop ───────────────────────────────────────────────────────
|
||||
|
||||
result = None
|
||||
prev_error = None
|
||||
|
||||
for attempt in range(1, max_retries + 1):
|
||||
attempt_start = time.time()
|
||||
|
||||
log_event(run_id, args.agent, "attempt_start", delegated_task[:200],
|
||||
attempt=attempt)
|
||||
|
||||
# Idempotency check: if handoff file exists from a previous attempt, use it
|
||||
handoff_path = HANDOFF_DIR / f"{run_id}.json"
|
||||
if attempt > 1 and handoff_path.exists():
|
||||
result = read_handoff(handoff_path)
|
||||
if result and result.get("status") in ("complete", "partial"):
|
||||
log_event(run_id, args.agent, "late_arrival",
|
||||
"Handoff file arrived between retries",
|
||||
attempt=attempt)
|
||||
break
|
||||
# Previous result was bad, clear it for retry
|
||||
clear_handoff(run_id)
|
||||
|
||||
# Send task
|
||||
sent = send_task(args.agent, port, delegated_task, run_id,
|
||||
attempt=attempt, prev_error=prev_error,
|
||||
context=context, no_deliver=args.no_deliver)
|
||||
|
||||
if not sent:
|
||||
prev_error = "Failed to send task"
|
||||
log_event(run_id, args.agent, "send_failed", prev_error,
|
||||
attempt=attempt)
|
||||
if attempt < max_retries:
|
||||
time.sleep(5) # Brief pause before retry
|
||||
continue
|
||||
result = {
|
||||
"status": "error",
|
||||
"result": None,
|
||||
"notes": f"Failed to send task after {attempt} attempts",
|
||||
}
|
||||
break
|
||||
|
||||
# Wait for result
|
||||
if args.wait:
|
||||
result = wait_for_handoff(run_id, args.timeout)
|
||||
elapsed = time.time() - attempt_start
|
||||
|
||||
# Validate
|
||||
if result is not None:
|
||||
valid, error_msg = validate_handoff(result, strict=args.validate)
|
||||
if not valid:
|
||||
log_event(run_id, args.agent, "validation_failed",
|
||||
error_msg, attempt=attempt,
|
||||
elapsed_ms=int(elapsed * 1000))
|
||||
|
||||
do_retry, reason = should_retry(result, attempt, max_retries)
|
||||
if do_retry:
|
||||
prev_error = reason
|
||||
clear_handoff(run_id)
|
||||
time.sleep(3)
|
||||
continue
|
||||
# No retry — return what we have
|
||||
break
|
||||
else:
|
||||
# Valid result
|
||||
log_event(run_id, args.agent, "complete",
|
||||
result.get("status", ""),
|
||||
attempt=attempt,
|
||||
elapsed_ms=int(elapsed * 1000),
|
||||
confidence=result.get("confidence"))
|
||||
break
|
||||
else:
|
||||
# Timeout
|
||||
log_event(run_id, args.agent, "timeout", "",
|
||||
attempt=attempt,
|
||||
elapsed_ms=int(elapsed * 1000))
|
||||
|
||||
do_retry, reason = should_retry(result, attempt, max_retries)
|
||||
if do_retry:
|
||||
prev_error = "timeout"
|
||||
continue
|
||||
|
||||
result = {
|
||||
"status": "timeout",
|
||||
"result": None,
|
||||
"notes": f"Agent did not respond within {args.timeout}s "
|
||||
f"(attempt {attempt}/{max_retries})",
|
||||
}
|
||||
break
|
||||
else:
|
||||
# Fire and forget
|
||||
print(json.dumps({"status": "sent", "runId": run_id, "agent": args.agent}))
|
||||
sys.exit(0)
|
||||
|
||||
# ── Output ───────────────────────────────────────────────────────────
|
||||
|
||||
if result is None:
|
||||
result = {
|
||||
"status": "error",
|
||||
"result": None,
|
||||
"notes": "No result after all attempts",
|
||||
}
|
||||
|
||||
# Add metadata
|
||||
total_elapsed = time.time() - (attempt_start if 'attempt_start' in dir() else time.time())
|
||||
result["runId"] = run_id
|
||||
result["agent"] = args.agent
|
||||
result["latencyMs"] = int(total_elapsed * 1000)
|
||||
if args.workflow_id:
|
||||
result["workflowRunId"] = args.workflow_id
|
||||
if args.step_id:
|
||||
result["stepId"] = args.step_id
|
||||
|
||||
if args.format == "json":
|
||||
print(json.dumps(result, indent=2))
|
||||
else:
|
||||
print(result.get("result", ""))
|
||||
|
||||
status = result.get("status", "error")
|
||||
sys.exit(0 if status in ("complete", "partial") else 1)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
7
hq/workspaces/shared/skills/orchestrate/orchestrate.sh
Executable file
7
hq/workspaces/shared/skills/orchestrate/orchestrate.sh
Executable file
@@ -0,0 +1,7 @@
|
||||
#!/usr/bin/env bash
|
||||
# Thin wrapper around orchestrate.py
|
||||
# Usage: bash orchestrate.sh <agent> "<task>" [options]
|
||||
set -euo pipefail
|
||||
|
||||
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
|
||||
exec python3 "$SCRIPT_DIR/orchestrate.py" "$@"
|
||||
437
hq/workspaces/shared/skills/orchestrate/workflow.py
Executable file
437
hq/workspaces/shared/skills/orchestrate/workflow.py
Executable file
@@ -0,0 +1,437 @@
|
||||
#!/usr/bin/env python3
|
||||
"""YAML workflow engine for Atomizer orchestration."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
import re
|
||||
import subprocess
|
||||
import sys
|
||||
import threading
|
||||
import time
|
||||
import uuid
|
||||
from concurrent.futures import ThreadPoolExecutor, as_completed
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
try:
|
||||
import yaml
|
||||
except ImportError:
|
||||
print(json.dumps({"status": "error", "error": "PyYAML is required (pip install pyyaml)"}, indent=2))
|
||||
sys.exit(1)
|
||||
|
||||
WORKFLOWS_DIR = Path("/home/papa/atomizer/workspaces/shared/workflows")
|
||||
ORCHESTRATE_PY = Path("/home/papa/atomizer/workspaces/shared/skills/orchestrate/orchestrate.py")
|
||||
HANDOFF_WORKFLOWS_DIR = Path("/home/papa/atomizer/handoffs/workflows")
|
||||
|
||||
|
||||
def now_iso() -> str:
|
||||
return datetime.now(timezone.utc).isoformat()
|
||||
|
||||
|
||||
def parse_inputs(items: list[str]) -> dict[str, Any]:
|
||||
parsed: dict[str, Any] = {}
|
||||
for item in items:
|
||||
if "=" not in item:
|
||||
raise ValueError(f"Invalid --input '{item}', expected key=value")
|
||||
k, v = item.split("=", 1)
|
||||
parsed[k.strip()] = v.strip()
|
||||
return parsed
|
||||
|
||||
|
||||
def resolve_workflow_path(name_or_path: str) -> Path:
|
||||
p = Path(name_or_path)
|
||||
if p.exists():
|
||||
return p
|
||||
candidates = [WORKFLOWS_DIR / name_or_path, WORKFLOWS_DIR / f"{name_or_path}.yaml", WORKFLOWS_DIR / f"{name_or_path}.yml"]
|
||||
for c in candidates:
|
||||
if c.exists():
|
||||
return c
|
||||
raise FileNotFoundError(f"Workflow not found: {name_or_path}")
|
||||
|
||||
|
||||
def load_workflow(path: Path) -> dict[str, Any]:
|
||||
data = yaml.safe_load(path.read_text())
|
||||
if not isinstance(data, dict):
|
||||
raise ValueError("Workflow YAML must be an object")
|
||||
if not isinstance(data.get("steps"), list) or not data["steps"]:
|
||||
raise ValueError("Workflow must define non-empty 'steps'")
|
||||
return data
|
||||
|
||||
|
||||
def validate_graph(steps: list[dict[str, Any]]) -> tuple[dict[str, dict[str, Any]], dict[str, set[str]], dict[str, set[str]], list[list[str]]]:
|
||||
step_map: dict[str, dict[str, Any]] = {}
|
||||
deps: dict[str, set[str]] = {}
|
||||
reverse: dict[str, set[str]] = {}
|
||||
|
||||
for step in steps:
|
||||
sid = step.get("id")
|
||||
if not sid or not isinstance(sid, str):
|
||||
raise ValueError("Each step needs string 'id'")
|
||||
if sid in step_map:
|
||||
raise ValueError(f"Duplicate step id: {sid}")
|
||||
step_map[sid] = step
|
||||
deps[sid] = set(step.get("depends_on", []) or [])
|
||||
reverse[sid] = set()
|
||||
|
||||
for sid, dset in deps.items():
|
||||
for dep in dset:
|
||||
if dep not in step_map:
|
||||
raise ValueError(f"Step '{sid}' depends on unknown step '{dep}'")
|
||||
reverse[dep].add(sid)
|
||||
|
||||
# topological layering + cycle check
|
||||
indeg = {sid: len(dset) for sid, dset in deps.items()}
|
||||
ready = sorted([sid for sid, d in indeg.items() if d == 0])
|
||||
visited = 0
|
||||
layers: list[list[str]] = []
|
||||
|
||||
while ready:
|
||||
layer = list(ready)
|
||||
layers.append(layer)
|
||||
visited += len(layer)
|
||||
next_ready: list[str] = []
|
||||
for sid in layer:
|
||||
for child in sorted(reverse[sid]):
|
||||
indeg[child] -= 1
|
||||
if indeg[child] == 0:
|
||||
next_ready.append(child)
|
||||
ready = sorted(next_ready)
|
||||
|
||||
if visited != len(step_map):
|
||||
cycle_nodes = [sid for sid, d in indeg.items() if d > 0]
|
||||
raise ValueError(f"Dependency cycle detected involving: {', '.join(cycle_nodes)}")
|
||||
|
||||
return step_map, deps, reverse, layers
|
||||
|
||||
|
||||
_VAR_RE = re.compile(r"\{([^{}]+)\}")
|
||||
|
||||
|
||||
def substitute(text: str, step_outputs: dict[str, Any], inputs: dict[str, Any]) -> str:
|
||||
def repl(match: re.Match[str]) -> str:
|
||||
key = match.group(1).strip()
|
||||
if key.startswith("inputs."):
|
||||
iv = key.split(".", 1)[1]
|
||||
if iv not in inputs:
|
||||
return match.group(0)
|
||||
return str(inputs[iv])
|
||||
if key in step_outputs:
|
||||
val = step_outputs[key]
|
||||
if isinstance(val, (dict, list)):
|
||||
return json.dumps(val, ensure_ascii=False)
|
||||
return str(val)
|
||||
return match.group(0)
|
||||
|
||||
return _VAR_RE.sub(repl, text)
|
||||
|
||||
|
||||
def approval_check(step: dict[str, Any], non_interactive: bool) -> bool:
|
||||
gate = step.get("approval_gate")
|
||||
if not gate:
|
||||
return True
|
||||
if non_interactive:
|
||||
print(f"WARNING: non-interactive mode, skipping approval gate '{gate}' for step '{step['id']}'", file=sys.stderr)
|
||||
return True
|
||||
print(f"Approval gate required for step '{step['id']}' ({gate}). Approve? [yes/no]: ", end="", flush=True)
|
||||
response = sys.stdin.readline().strip().lower()
|
||||
return response in {"y", "yes"}
|
||||
|
||||
|
||||
def run_orchestrate(agent: str, task: str, timeout_s: int, caller: str, workflow_run_id: str, step_id: str, retries: int) -> dict[str, Any]:
|
||||
cmd = [
|
||||
"python3", str(ORCHESTRATE_PY),
|
||||
agent,
|
||||
task,
|
||||
"--timeout", str(timeout_s),
|
||||
"--caller", caller,
|
||||
"--workflow-id", workflow_run_id,
|
||||
"--step-id", step_id,
|
||||
"--retries", str(max(1, retries)),
|
||||
"--format", "json",
|
||||
]
|
||||
proc = subprocess.run(cmd, capture_output=True, text=True)
|
||||
|
||||
out = (proc.stdout or "").strip()
|
||||
if not out:
|
||||
return {
|
||||
"status": "failed",
|
||||
"result": None,
|
||||
"notes": f"No stdout from orchestrate.py; stderr: {(proc.stderr or '').strip()[:1000]}",
|
||||
"exitCode": proc.returncode,
|
||||
}
|
||||
|
||||
try:
|
||||
data = json.loads(out)
|
||||
except json.JSONDecodeError:
|
||||
return {
|
||||
"status": "failed",
|
||||
"result": out,
|
||||
"notes": f"Non-JSON response from orchestrate.py; stderr: {(proc.stderr or '').strip()[:1000]}",
|
||||
"exitCode": proc.returncode,
|
||||
}
|
||||
|
||||
data["exitCode"] = proc.returncode
|
||||
if proc.stderr:
|
||||
data["stderr"] = proc.stderr.strip()[:2000]
|
||||
return data
|
||||
|
||||
|
||||
def validation_passed(validation_result: dict[str, Any]) -> bool:
|
||||
if validation_result.get("status") not in {"complete", "partial"}:
|
||||
return False
|
||||
body = str(validation_result.get("result", "")).strip()
|
||||
# If validator returned JSON in result, try to parse decision.
|
||||
try:
|
||||
obj = json.loads(body)
|
||||
decision = str(obj.get("decision", "")).lower()
|
||||
if decision in {"accept", "approved", "pass", "passed"}:
|
||||
return True
|
||||
if decision in {"reject", "fail", "failed"}:
|
||||
return False
|
||||
except Exception:
|
||||
pass
|
||||
lowered = body.lower()
|
||||
if "reject" in lowered or "fail" in lowered:
|
||||
return False
|
||||
return True
|
||||
|
||||
|
||||
def execute_step(
|
||||
step: dict[str, Any],
|
||||
inputs: dict[str, Any],
|
||||
step_outputs: dict[str, Any],
|
||||
caller: str,
|
||||
workflow_run_id: str,
|
||||
remaining_timeout: int,
|
||||
non_interactive: bool,
|
||||
out_dir: Path,
|
||||
lock: threading.Lock,
|
||||
) -> dict[str, Any]:
|
||||
sid = step["id"]
|
||||
start = time.time()
|
||||
|
||||
if not approval_check(step, non_interactive):
|
||||
result = {
|
||||
"step_id": sid,
|
||||
"status": "failed",
|
||||
"error": "approval_denied",
|
||||
"started_at": now_iso(),
|
||||
"finished_at": now_iso(),
|
||||
"duration_s": 0,
|
||||
}
|
||||
(out_dir / f"{sid}.json").write_text(json.dumps(result, indent=2))
|
||||
return result
|
||||
|
||||
task = substitute(str(step.get("task", "")), step_outputs, inputs)
|
||||
agent = step.get("agent")
|
||||
if not agent:
|
||||
result = {
|
||||
"step_id": sid,
|
||||
"status": "failed",
|
||||
"error": "missing_agent",
|
||||
"started_at": now_iso(),
|
||||
"finished_at": now_iso(),
|
||||
"duration_s": 0,
|
||||
}
|
||||
(out_dir / f"{sid}.json").write_text(json.dumps(result, indent=2))
|
||||
return result
|
||||
|
||||
step_timeout = int(step.get("timeout", 300))
|
||||
timeout_s = max(1, min(step_timeout, remaining_timeout))
|
||||
retries = int(step.get("retries", 1))
|
||||
|
||||
run_res = run_orchestrate(agent, task, timeout_s, caller, workflow_run_id, sid, retries)
|
||||
|
||||
step_result: dict[str, Any] = {
|
||||
"step_id": sid,
|
||||
"agent": agent,
|
||||
"status": run_res.get("status", "failed"),
|
||||
"result": run_res.get("result"),
|
||||
"notes": run_res.get("notes"),
|
||||
"run": run_res,
|
||||
"started_at": datetime.fromtimestamp(start, tz=timezone.utc).isoformat(),
|
||||
"finished_at": now_iso(),
|
||||
"duration_s": round(time.time() - start, 3),
|
||||
}
|
||||
|
||||
validation_cfg = step.get("validation")
|
||||
if validation_cfg and step_result["status"] in {"complete", "partial"}:
|
||||
v_agent = validation_cfg.get("agent")
|
||||
criteria = validation_cfg.get("criteria", "Validate this output for quality and correctness.")
|
||||
if v_agent:
|
||||
v_task = (
|
||||
"Validate the following workflow step output. Return a decision in JSON like "
|
||||
"{\"decision\":\"accept|reject\",\"reason\":\"...\"}.\n\n"
|
||||
f"Step ID: {sid}\n"
|
||||
f"Criteria: {criteria}\n\n"
|
||||
f"Output to validate:\n{step_result.get('result')}"
|
||||
)
|
||||
v_timeout = int(validation_cfg.get("timeout", min(180, timeout_s)))
|
||||
validation_res = run_orchestrate(v_agent, v_task, max(1, v_timeout), caller, workflow_run_id, f"{sid}__validation", 1)
|
||||
step_result["validation"] = validation_res
|
||||
if not validation_passed(validation_res):
|
||||
step_result["status"] = "failed"
|
||||
step_result["error"] = "validation_failed"
|
||||
step_result["notes"] = f"Validation failed by {v_agent}: {validation_res.get('result') or validation_res.get('notes')}"
|
||||
|
||||
with lock:
|
||||
(out_dir / f"{sid}.json").write_text(json.dumps(step_result, indent=2))
|
||||
return step_result
|
||||
|
||||
|
||||
def main() -> None:
|
||||
parser = argparse.ArgumentParser(description="Run YAML workflows using orchestrate.py")
|
||||
parser.add_argument("workflow")
|
||||
parser.add_argument("--input", action="append", default=[], help="key=value (repeatable)")
|
||||
parser.add_argument("--caller", default="manager")
|
||||
parser.add_argument("--dry-run", action="store_true")
|
||||
parser.add_argument("--non-interactive", action="store_true")
|
||||
parser.add_argument("--timeout", type=int, default=1800, help="Overall workflow timeout seconds")
|
||||
args = parser.parse_args()
|
||||
|
||||
wf_path = resolve_workflow_path(args.workflow)
|
||||
wf = load_workflow(wf_path)
|
||||
inputs = parse_inputs(args.input)
|
||||
|
||||
steps = wf["steps"]
|
||||
step_map, deps, reverse, layers = validate_graph(steps)
|
||||
|
||||
workflow_run_id = f"wf-{int(time.time())}-{uuid.uuid4().hex[:8]}"
|
||||
out_dir = HANDOFF_WORKFLOWS_DIR / workflow_run_id
|
||||
out_dir.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
if args.dry_run:
|
||||
plan = {
|
||||
"status": "dry_run",
|
||||
"workflow": wf.get("name", wf_path.name),
|
||||
"workflow_file": str(wf_path),
|
||||
"workflow_run_id": workflow_run_id,
|
||||
"inputs": inputs,
|
||||
"steps": [
|
||||
{
|
||||
"id": s["id"],
|
||||
"agent": s.get("agent"),
|
||||
"depends_on": s.get("depends_on", []),
|
||||
"timeout": s.get("timeout", 300),
|
||||
"retries": s.get("retries", 1),
|
||||
"approval_gate": s.get("approval_gate"),
|
||||
"has_validation": bool(s.get("validation")),
|
||||
}
|
||||
for s in steps
|
||||
],
|
||||
"execution_layers": layers,
|
||||
"result_dir": str(out_dir),
|
||||
}
|
||||
print(json.dumps(plan, indent=2))
|
||||
return
|
||||
|
||||
started = time.time()
|
||||
deadline = started + args.timeout
|
||||
lock = threading.Lock()
|
||||
|
||||
state: dict[str, str] = {sid: "pending" for sid in step_map}
|
||||
step_results: dict[str, dict[str, Any]] = {}
|
||||
step_outputs: dict[str, Any] = {}
|
||||
overall_status = "complete"
|
||||
|
||||
max_workers = max(1, min(len(step_map), (os.cpu_count() or 4)))
|
||||
|
||||
while True:
|
||||
if time.time() >= deadline:
|
||||
overall_status = "timeout"
|
||||
break
|
||||
|
||||
pending = [sid for sid, st in state.items() if st == "pending"]
|
||||
if not pending:
|
||||
break
|
||||
|
||||
ready = []
|
||||
for sid in pending:
|
||||
if all(state[d] in {"complete", "skipped"} for d in deps[sid]):
|
||||
ready.append(sid)
|
||||
|
||||
if not ready:
|
||||
# deadlock due to upstream abort/fail on pending deps
|
||||
if any(st == "aborted" for st in state.values()):
|
||||
break
|
||||
overall_status = "failed"
|
||||
break
|
||||
|
||||
futures = {}
|
||||
with ThreadPoolExecutor(max_workers=max_workers) as pool:
|
||||
for sid in ready:
|
||||
state[sid] = "running"
|
||||
remaining_timeout = int(max(1, deadline - time.time()))
|
||||
futures[pool.submit(
|
||||
execute_step,
|
||||
step_map[sid],
|
||||
inputs,
|
||||
step_outputs,
|
||||
args.caller,
|
||||
workflow_run_id,
|
||||
remaining_timeout,
|
||||
args.non_interactive,
|
||||
out_dir,
|
||||
lock,
|
||||
)] = sid
|
||||
|
||||
for fut in as_completed(futures):
|
||||
sid = futures[fut]
|
||||
res = fut.result()
|
||||
step_results[sid] = res
|
||||
st = res.get("status", "failed")
|
||||
|
||||
if st in {"complete", "partial"}:
|
||||
state[sid] = "complete"
|
||||
step_outputs[sid] = res.get("result")
|
||||
out_name = step_map[sid].get("output")
|
||||
if out_name:
|
||||
step_outputs[str(out_name)] = res.get("result")
|
||||
else:
|
||||
on_fail = str(step_map[sid].get("on_fail", "abort")).lower()
|
||||
if on_fail == "skip":
|
||||
state[sid] = "skipped"
|
||||
overall_status = "partial"
|
||||
else:
|
||||
state[sid] = "failed"
|
||||
overall_status = "failed"
|
||||
# abort all pending steps
|
||||
for psid in list(state):
|
||||
if state[psid] == "pending":
|
||||
state[psid] = "aborted"
|
||||
|
||||
finished = time.time()
|
||||
if overall_status == "complete" and any(st == "skipped" for st in state.values()):
|
||||
overall_status = "partial"
|
||||
|
||||
summary = {
|
||||
"status": overall_status,
|
||||
"workflow": wf.get("name", wf_path.name),
|
||||
"workflow_file": str(wf_path),
|
||||
"workflow_run_id": workflow_run_id,
|
||||
"caller": args.caller,
|
||||
"started_at": datetime.fromtimestamp(started, tz=timezone.utc).isoformat(),
|
||||
"finished_at": datetime.fromtimestamp(finished, tz=timezone.utc).isoformat(),
|
||||
"duration_s": round(finished - started, 3),
|
||||
"timeout_s": args.timeout,
|
||||
"inputs": inputs,
|
||||
"state": state,
|
||||
"results": step_results,
|
||||
"result_dir": str(out_dir),
|
||||
"notifications": wf.get("notifications", {}),
|
||||
}
|
||||
|
||||
(out_dir / "summary.json").write_text(json.dumps(summary, indent=2))
|
||||
print(json.dumps(summary, indent=2))
|
||||
|
||||
if overall_status in {"complete", "partial"}:
|
||||
sys.exit(0)
|
||||
sys.exit(1)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
2
hq/workspaces/shared/skills/orchestrate/workflow.sh
Executable file
2
hq/workspaces/shared/skills/orchestrate/workflow.sh
Executable file
@@ -0,0 +1,2 @@
|
||||
#!/usr/bin/env bash
|
||||
exec python3 "$(dirname "$0")/workflow.py" "$@"
|
||||
57
hq/workspaces/shared/workflows/design-review.yaml
Normal file
57
hq/workspaces/shared/workflows/design-review.yaml
Normal file
@@ -0,0 +1,57 @@
|
||||
name: Design Review
|
||||
description: Multi-agent design review pipeline
|
||||
trigger: manual
|
||||
|
||||
inputs:
|
||||
design_description:
|
||||
type: text
|
||||
description: "What is being reviewed"
|
||||
requirements:
|
||||
type: text
|
||||
description: "Requirements to review against"
|
||||
|
||||
steps:
|
||||
- id: technical_review
|
||||
agent: tech-lead
|
||||
task: |
|
||||
Perform a technical review of the following design:
|
||||
|
||||
DESIGN: {inputs.design_description}
|
||||
REQUIREMENTS: {inputs.requirements}
|
||||
|
||||
Assess: structural adequacy, thermal performance, manufacturability,
|
||||
and compliance with requirements. Identify risks and gaps.
|
||||
timeout: 300
|
||||
|
||||
- id: optimization_review
|
||||
agent: optimizer
|
||||
task: |
|
||||
Assess optimization potential for the following design:
|
||||
|
||||
DESIGN: {inputs.design_description}
|
||||
REQUIREMENTS: {inputs.requirements}
|
||||
|
||||
Identify: parameters that could be optimized, potential weight/cost savings,
|
||||
and whether a formal optimization study is warranted.
|
||||
timeout: 300
|
||||
|
||||
# These two run in PARALLEL (no dependency between them)
|
||||
|
||||
- id: audit
|
||||
agent: auditor
|
||||
task: |
|
||||
Perform a final quality review combining both the technical and optimization assessments:
|
||||
|
||||
TECHNICAL REVIEW:
|
||||
{technical_review}
|
||||
|
||||
OPTIMIZATION REVIEW:
|
||||
{optimization_review}
|
||||
|
||||
Assess completeness, identify conflicts between reviewers, and provide
|
||||
a consolidated recommendation.
|
||||
depends_on: [technical_review, optimization_review]
|
||||
timeout: 180
|
||||
|
||||
notifications:
|
||||
on_complete: "Design review complete"
|
||||
58
hq/workspaces/shared/workflows/material-trade-study.yaml
Normal file
58
hq/workspaces/shared/workflows/material-trade-study.yaml
Normal file
@@ -0,0 +1,58 @@
|
||||
name: Material Trade Study
|
||||
description: Research, evaluate, and audit material options for optical components
|
||||
trigger: manual
|
||||
|
||||
inputs:
|
||||
materials:
|
||||
type: list
|
||||
description: "Materials to compare"
|
||||
requirements:
|
||||
type: text
|
||||
description: "Performance requirements and constraints"
|
||||
|
||||
steps:
|
||||
- id: research
|
||||
agent: webster
|
||||
task: |
|
||||
Research the following materials: {inputs.materials}
|
||||
For each material, find: CTE (with temperature range), density, Young's modulus,
|
||||
cost per kg, lead time, availability, and any known issues for optical applications.
|
||||
Provide sources for all data.
|
||||
timeout: 180
|
||||
retries: 2
|
||||
output: material_data
|
||||
|
||||
- id: evaluate
|
||||
agent: tech-lead
|
||||
task: |
|
||||
Evaluate these materials against our requirements:
|
||||
|
||||
REQUIREMENTS:
|
||||
{inputs.requirements}
|
||||
|
||||
MATERIAL DATA:
|
||||
{research}
|
||||
|
||||
Provide a recommendation with full rationale. Include a comparison matrix.
|
||||
depends_on: [research]
|
||||
timeout: 300
|
||||
retries: 1
|
||||
output: technical_assessment
|
||||
|
||||
- id: audit
|
||||
agent: auditor
|
||||
task: |
|
||||
Review this material trade study for completeness, methodological rigor,
|
||||
and potential gaps:
|
||||
|
||||
{evaluate}
|
||||
|
||||
Check: Are all requirements addressed? Are sources credible?
|
||||
Are there materials that should have been considered but weren't?
|
||||
depends_on: [evaluate]
|
||||
timeout: 180
|
||||
output: audit_result
|
||||
|
||||
notifications:
|
||||
on_complete: "Workflow complete"
|
||||
on_failure: "Workflow failed"
|
||||
29
hq/workspaces/shared/workflows/quick-research.yaml
Normal file
29
hq/workspaces/shared/workflows/quick-research.yaml
Normal file
@@ -0,0 +1,29 @@
|
||||
name: Quick Research
|
||||
description: Fast web research with technical validation
|
||||
trigger: manual
|
||||
|
||||
inputs:
|
||||
query:
|
||||
type: text
|
||||
description: "Research question"
|
||||
|
||||
steps:
|
||||
- id: research
|
||||
agent: webster
|
||||
task: "{inputs.query}"
|
||||
timeout: 120
|
||||
retries: 1
|
||||
|
||||
- id: validate
|
||||
agent: tech-lead
|
||||
task: |
|
||||
Verify these research findings are accurate and relevant for engineering use:
|
||||
|
||||
{research}
|
||||
|
||||
Flag any concerns about accuracy, missing context, or applicability.
|
||||
depends_on: [research]
|
||||
timeout: 180
|
||||
|
||||
notifications:
|
||||
on_complete: "Research complete"
|
||||
Reference in New Issue
Block a user