56 lines
2 KiB
Markdown
56 lines
2 KiB
Markdown
# Marchwarden — Project Context
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## What This Is
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A network of agentic research specialists (MCP servers) coordinated by a
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principal investigator (PI) agent. Educational project learning agents, MCP,
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and agent composition.
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## Current Project State
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| **Phase** | Phase 1 complete, Phase 2 next |
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| **Last worked on** | 2026-04-08 |
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| **Last commit** | `7088f45` — Merge PR #7: M1.4 MCP server |
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| **Branch** | `main` (clean) |
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| **Tests** | 81 passing |
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| **Blocking issues** | None |
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## Key Files
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| File | Purpose |
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| `researchers/web/models.py` | Research Contract v1 Pydantic models (9 types) |
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| `researchers/web/tools.py` | Tavily search + URL fetch with content hashing |
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| `researchers/web/trace.py` | JSONL trace logger |
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| `researchers/web/agent.py` | WebResearcher — inner agentic loop |
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| `researchers/web/server.py` | FastMCP server wrapping the researcher |
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| `cli/main.py` | CLI shim (not yet implemented) |
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## Architecture
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- **Researcher** = MCP server exposing `research(question) -> ResearchResult`
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- **ResearchResult** = answer + citations (with raw_excerpt) + categorized gaps +
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discovery_events + open_questions + confidence + confidence_factors + cost_metadata + trace_id
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- **Agent loop** = Claude tool-use loop (plan→search→fetch→iterate) + synthesis step
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- **Trace** = JSONL audit log per research call at `~/.marchwarden/traces/`
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## Conventions
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- API keys live in `~/secrets` (not `.env`)
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- Wiki is at `docs/wiki/` (local git clone, not MCP — wiki MCP is buggy)
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- All merges via Forgejo API (claude-code user can't merge via MCP)
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- One branch per concern, merge via PR, delete branch after
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## Session Log
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| Session | Date | Summary |
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| 1 | 2026-04-08 | Project creation, naming, contract design, Phase 0 + Phase 1 complete (81 tests) |
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## What's Next
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**Phase 2: CLI Shim**
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1. M2.1 — `marchwarden ask "question"` command (Click CLI, pretty-print)
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2. M2.2 — `marchwarden replay <trace_id>` command
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3. M2.3 — First smoke test: "What are ideal crops for a garden in Utah?"
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