claude

learning

Continuous-learning toolkit: atomic instinct storage plus project-scoped observation hooks (default-off) and an /analyze-observations review report. Adapted from affaan-m/everything-claude-code @ 4774946d.

0 on GitHubby Garrett Manleyv1.6.2MITupdated 2 days agolearning
/

Plugin learning from marketplace garrettmanley in GarrettManley/claude-marketplace. Commands read from the repo's manifest — 2 days 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

Slash commands (10)

  • /learning:analyze-observations

    Report tool-use patterns from learning's observations.jsonl

  • /learning:evolve

    Cluster near-duplicate machine instincts and merge each cluster into its strongest member (Phase 3)

  • /learning:instinct-detect

    Claude-driven detection of correction and preference instincts from the transcript + observations (Phase 2c)

  • /learning:instinct-export

    Export instincts to a YAML file (global or project scope)

  • /learning:instinct-from-retro

    Mine retrospectives' recurring friction Rules into retro-mined instincts (Phase 2d)

  • /learning:instinct-import

    Import instincts from a YAML file into global or project scope

  • /learning:instinct-status

    Show learned instincts (project + global) with confidence

  • /learning:instinct-synthesize

    Auto-create instincts from frequency patterns in observations.jsonl (Phase 2b)

  • /learning:promote

    Promote a project-scoped instinct to the global store, explicitly or auto by cross-project evidence (Phase 3)

  • /learning:prune

    Decay-prune machine-learned instincts whose confidence has aged below the floor (Phase 3)

Hooks (3)

  • SessionStart

    uv run --no-project "${CLAUDE_PLUGIN_ROOT}/scripts/run_with_flags.py" "${CLAUDE_PLUGIN_ROOT}/scripts/surface.py" learning:session-start:surface strict

  • PreToolUse

    uv run --no-project "${CLAUDE_PLUGIN_ROOT}/scripts/run_with_flags.py" "${CLAUDE_PLUGIN_ROOT}/scripts/observe.py" learning:pre-tool:observe strict

  • PostToolUse

    uv run --no-project "${CLAUDE_PLUGIN_ROOT}/scripts/run_with_flags.py" "${CLAUDE_PLUGIN_ROOT}/scripts/observe.py" learning:post-tool:observe strict

View source on GitHub

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