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#2: Fleet Knowledge Graph — Agent Diaries & Cross-Agent Context #228

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opened 2026-04-07 21:23:04 +00:00 by Rockachopa · 0 comments
Rockachopa commented 2026-04-07 21:23:04 +00:00
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Problem

Multi-agent fleets (Timmy, Claude Code, Gemini, Kimi) work in isolation:

  • No shared knowledge of completed work
  • Subagents reduplicate effort
  • Fleet-wide patterns invisible

Solution

Build a fleet knowledge graph where each agent keeps a diary:

  • Structured logs of decisions, outcomes, blockers
  • Queryable by other agents
  • Patterns extracted automatically
  • Updates in real-time during agent work

Acceptance Criteria

  • Diary schema designed (JSON format with timestamps, tags, links)
  • Agent diary middleware in run_agent.py
  • Fleet graph query API (filter by agent, date, outcome, tags)
  • /fleet-knowledge command for inspection
  • Cross-agent context injection in system prompt
  • Tests: tests/test_fleet_knowledge_graph.py
  • Docs: docs/fleet-knowledge.md

Success Metric

Agents reference prior work in <2 iterations.

## Problem Multi-agent fleets (Timmy, Claude Code, Gemini, Kimi) work in isolation: - No shared knowledge of completed work - Subagents reduplicate effort - Fleet-wide patterns invisible ## Solution Build a fleet knowledge graph where each agent keeps a diary: - Structured logs of decisions, outcomes, blockers - Queryable by other agents - Patterns extracted automatically - Updates in real-time during agent work ## Acceptance Criteria - [ ] Diary schema designed (JSON format with timestamps, tags, links) - [ ] Agent diary middleware in `run_agent.py` - [ ] Fleet graph query API (filter by agent, date, outcome, tags) - [ ] `/fleet-knowledge` command for inspection - [ ] Cross-agent context injection in system prompt - [ ] Tests: `tests/test_fleet_knowledge_graph.py` - [ ] Docs: `docs/fleet-knowledge.md` ## Success Metric Agents reference prior work in <2 iterations.
Rockachopa added the p1-important label 2026-04-07 21:23:04 +00:00
Timmy was assigned by Rockachopa 2026-04-07 21:23:04 +00:00
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Reference: Timmy_Foundation/hermes-agent#228
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