context-kit

A retrieval-strategist agent and decision-flow skill that pick and compose search modalities (lexical, structural, semantic/RAG, graph).

Fast CLI search across modalities: lexical (rg/fd), structural (ast-grep/semgrep), code-intelligence (LSP/global/ctags), structured-data (jq/yq/gron), history (git pickaxe), structured rewrite (comby), data files (duckdb), metrics (tokei/scc), and non-code docs (rga/pandoc/pdftotext).

Local-first semantic and opt-in hybrid search: a bin/rag CLI that embeds through a configurable Ollama endpoint (default localhost), indexes with turbovec, and can fuse FTS5/BM25 candidates. Notes-first, corpus-agnostic via pluggable loaders.

Bridge an Obsidian vault into local semantic search: turn graph/tag/search results (official obsidian CLI, or rg fallback) into a candidate file set for local-rag's hybrid allowlist. For authoring/Bases/Canvas, use kepano/obsidian-skills.

Plan-big / execute-small orchestration: a strong model plans and delegates token-heavy work to cheaper subagents. Ships a scripted Workflow, a strategy skill, and a cheap executor subagent.

Choose where guidance lives — always-on memory, path-scoped rules, on-demand skills, delegated subagents, MCP servers, or deterministic hooks — to steer agents while keeping the always-on context budget small.

Read-only repository verification and prospective change-impact analysis. Check claims with per-claim verdicts and map blast radius across dependents, runtime, config, data, schemas, tests, compatibility, docs, and operations with file:line evidence.

Controlled dynamic evidence collection for runtime claims that static verification cannot settle. Runs only pre-reviewed command IDs from a user-owned allowlist and emits bounded, verdict-ready artifacts.

Portable, bounded, verified task-state handoffs across agent sessions and hosts, with manual write/resume authority and an explicit validated boundary for optional historical memory archival.

Provenance-bound durable memory across sessions: immutable records, append-only review state, active-only recall, explicit MemPalace reconciliation, and opt-in lifecycle capture.

Author portable GitHub Copilot, APM, and Claude Code plugins while keeping plugin.json and apm.yml in sync. Ships conventions, scaffolding, manifest checks, and deterministic discovery, retrieval-contract, and release-readiness gates.