claudecodex

ragkit

Standalone knowledge-base RAG (vector + lexical + metadata recall, RRF-fused).

3 on GitHubby xueqiangv0.4.0MITupdated 1 month agodatabase
/

Plugin ragkit from marketplace pluginhub in qxbyte/pluginhub. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (5)

  • embed

    Use when building or refreshing the RagKit index for a project knowledge-base/ (e.g. after distill added or updated knowledge points). Trigger /ragkit:embed. Querying instead uses ragkit:query; index health uses ragkit:status.

  • eval

    Use when measuring or tuning RagKit retrieval accuracy — runs the golden evalset, reports recall@k and MRR per bucket. Trigger /ragkit:eval. Run before or after any retrieval-param change to keep a baseline.

  • query

    Use when retrieving from a project knowledge-base/ — multi-channel RAG recall (vector plus lexical plus metadata, RRF-fused) returning locate-pointer cards; multi-round and multi-angle querying allowed. Trigger /ragkit:query, or called by name by workflows like specode. Building or refreshing the in

  • status

    Use when checking RagKit index health — doc and chunk counts, backend resolution, staleness and drift between knowledge-base/ and index. Trigger /ragkit:status. Rebuilding after drift uses ragkit:embed.

  • using-ragkit

    Overview of the ragkit plugin and how to use it — knowledge-base multi-channel retrieval and its four skills. On Kimi Code this is loaded at session start via the manifest's sessionStart.skill; on hosts with a SessionStart hook the same advisory is injected by the hook instead.

Hooks (1)

  • SessionStart

    sh "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.sh" "${CLAUDE_PLUGIN_ROOT}/scripts/ragkit_hooks.py" session-start

View source on GitHub

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