researchvault
High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.
- License 许可
- MIT
- 最近更新
- 2026-04-05
- Stars
- ★ 7
- Forks
- 1
01 前言 Front Matter
- name
- researchvault
- metadata
- { "openclaw": { "install": [ { "id": "vault-venv", "kind": "exec", "label": "Initialize ResearchVault Environment", "command": "uv venv && uv pip install -e ." } ], "requires": { "bins": [ "uv" ], "python": ">=3.13" } } }
- description
- High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.
02 资源文件 27
- 参考文档_meta.json298 B
- 脚本main.py92 B
- 其他pyproject.toml461 B
- 参考文档README.md5.2 KB
- 脚本scripts/__init__.py—
- 脚本scripts/core.py27.2 KB
- 脚本scripts/db.py11.6 KB
- 脚本scripts/heartbeat_scuttle.py757 B
- 脚本scripts/mcp_server.py5.8 KB
- 脚本scripts/scuttle.py9.8 KB
- 脚本scripts/synthesis.py9.2 KB
- 脚本scripts/vault.py33.7 KB
- 脚本scripts/watchdog.py6.7 KB
- 脚本tests/__init__.py—
- 脚本tests/conftest.py1.3 KB
- 脚本tests/test_branches.py1.9 KB
- 脚本tests/test_core.py2.3 KB
- 脚本tests/test_db.py4.3 KB
- 脚本tests/test_grokipedia.py1.2 KB
- 脚本tests/test_ingest_service.py1.5 KB
- 脚本tests/test_mcp_server.py2.0 KB
- 脚本tests/test_scuttle.py782 B
- 脚本tests/test_smoke_cli.py2.7 KB
- 脚本tests/test_synthesis.py2.1 KB
- 脚本tests/test_verification.py1.8 KB
- 脚本tests/test_watchdog.py2.6 KB
- 脚本tests/test_youtube.py1.3 KB
03 SKILL.md 正文
ResearchVault ?
Autonomous state manager for agentic research.
Core Features
- The Vault: Local SQLite persistence for
artifacts,findings, andlinks. - Divergent Reasoning: Create
branchesandhypothesesto explore parallel research paths. - Synthesis Engine: Automated link-discovery using local embeddings.
- Active Verification: Self-correcting agents via
verification_missions. - MCP Server: Native support for cross-agent collaboration.
- Watchdog Mode: Continuous background monitoring of URLs and queries.
Workflows
1. Project Initialization
uv run python scripts/vault.py init --id "metal-v1" --name "Suomi Metal" --objective "Rising underground bands"
2. Multi-Source Ingestion
uv run python scripts/vault.py scuttle "https://reddit.com/r/metal" --id "metal-v1"
3. Synthesis & Verification
# Link related findings
uv run python scripts/vault.py synthesize --id "metal-v1"
# Plan verification for low-confidence data
uv run python scripts/vault.py verify plan --id "metal-v1"
4. MCP Server
uv run python scripts/vault.py mcp --transport stdio
Environment
Requires Python 3.13 and uv.
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