Use this skill whenever the user needs to reduce context bloat, lower token usage, summarize large code/docs corpora, run FTS plus embeddings retrieval, rerank top chunks, and produce compact context packets before implementation work. Also trigger when users say context is too long, reduce tokens, optimize prompt…
Optimize oversized agent instruction files using progressive disclosure. Handles CLAUDE.md (Claude Code), AGENTS.md (OpenAI Codex / GitHub Copilot agents), and copilot-instructions.md (GitHub Copilot). Auto-detects all three formats in your repo, analyzes content tiers, creates sub-documents using each format's native…
This skill should be used when context-mem is available in the project. Guides efficient use of context-mem's 29 MCP tools: observe large outputs, search before re-reading files, restore sessions, manage token budget, save knowledge with contradiction detection, promote knowledge to global cross-project store, search…
Add a COMB memory bank to an existing (brownfield) project by analyzing current codebase, dependencies, and architecture. Use when the project already has code but no memory bank.
Initialize a COMB memory bank for a new (greenfield) project. Creates the directory structure, core files, and INDEX.md from templates. For existing projects, use /adopt-memory-bank instead.
Update memory bank after task completion. Detects scope automatically and updates files in priority order. Can be auto-invoked when task completion is detected in conversation.
Access and operate any database via CLI. Use when exploring schemas, querying data, writing records, running migrations, diagnosing connection issues, or switching between multiple databases. Supports SQLite, PostgreSQL, MySQL, MariaDB, DuckDB, ClickHouse, and SQL Server.
Research, evaluate, and systematically document tools/resources for an awesome- curated list, then publish to a public GitHub repo. Use when: building or expanding an awesome list (e.g. awesome-llm-token-reduction); finding tools, libraries, papers, or datasets on a topic; auditing an existing list for dead links or…