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context
Load usage-weighted context from Gnosis MCP. Surfaces most-accessed docs for session startup or topic primers.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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Load usage-weighted context from Gnosis MCP. Surfaces most-accessed docs for session startup or topic primers.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Measure retrieval quality on your corpus — Hit@5, MRR, nDCG@10, Precision@5. Thin wrapper around `gnosis-mcp eval` with regression tracking against a saved baseline, plain-English interpretation, and tuning pointers when numbers look off. Use after every ingest or config change.
Populate the gnosis-mcp knowledge base — from local files, git history, or a crawled website. Handles the full matrix of flags (--force, --prune, --wipe, --embed, --include-crawled) in one place.
CRUD operations on the knowledge base — add, delete, update metadata. For bulk ingest / re-ingest / prune, use /gnosis:ingest instead. Requires GNOSIS_MCP_WRITABLE=true.
Search the gnosis-mcp knowledge base. Keyword (default), hybrid semantic+keyword (--semantic), or git commit history (--git). Includes sanity checks and a reranker warning.
First-time setup wizard for Gnosis MCP. Install, init the database, ingest a docs folder, wire your editor — in that order.
Verify gnosis-mcp server connectivity, schema integrity, and corpus health. Use when MCP calls fail, return empty, or return unexpected data.
| name | context |
| description | Load usage-weighted context from Gnosis MCP. Surfaces most-accessed docs for session startup or topic primers. |
Load a compact context summary from your knowledge base — prioritized by actual usage patterns.
/gnosis:context # Top docs by access frequency
/gnosis:context deployment # Topic-focused context
/gnosis:context --category guides # Filter by category
/gnosis:context --limit 5 auth # Limit results
Get the most-accessed documents — what matters most based on real usage:
Tool: mcp__gnosis__get_context
Arguments:
limit: 10
Get topic-relevant docs enriched with access frequency:
Tool: mcp__gnosis__get_context
Arguments:
topic: "$ARGUMENTS"
limit: 10
--category flagTool: mcp__gnosis__get_context
Arguments:
topic: "$ARGUMENTS"
category: "{category}"
limit: 10
## Context Summary
**Top documents:**
| # | Title | Category | Accesses | Path |
|---|-------|----------|----------|------|
| 1 | Auth Guide | guides | 47 | curated/guides/auth.md |
**Stats:**
- Total docs: 571
- Total chunks: 14,582
- Categories: guides (38), architecture (12), ...
search_docs and get_doc log usageGNOSIS_MCP_ACCESS_LOG=falsegnosis-mcp cleanup --days 90