بنقرة واحدة
context
Load usage-weighted context from Gnosis MCP. Surfaces most-accessed docs for session startup or topic primers.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
القائمة
Load usage-weighted context from Gnosis MCP. Surfaces most-accessed docs for session startup or topic primers.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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