A self-improvement loop for your agent. Corrections to agent behavior and standing workflow rules become durable, evidence-counted lessons in .ai/memory/LESSONS.md through a confined atomic helper. Its startup hook reports ledger availability without injecting file-controlled text. Standalone alternative to session-memory; do not install both.
Plugin learning-loop from marketplace overclock in luka-zivkovic/overclock. 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.
lessons-learnedRecord corrections to agent behavior and standing workflow rules as durable, deduplicated lessons in .ai/memory/LESSONS.md, and surface them in later sessions so mistakes are not repeated. Use when the user corrects how the agent works ("no, use Y not X", "you made this mistake before", "I already t
python3 "${CLAUDE_PLUGIN_ROOT}/skills/lessons-learned/scripts/memory_io.py" hook --mode lessons
Stop losing working state. Warm resume with verified full-SHA drift anchors, durable workflow lessons, and a ledger of verified fixes share a confined, atomic memory helper. The startup hook reports parked state without injecting repository-controlled prose; writes never auto-commit.
3 skills · hooks
Get clear-eyed analysis instead of agreeable answers. Tests framing and settled decisions against evidence, alternatives, and risk; delegates material local-fact questions to a host-isolated read-only context with exact roots, hard source budgets, provenance, and prompt-injection defenses, or fails closed when isolation is unavailable.
2 skills
Pre-action engineering gates backed by real evidence: leave red or characterization artifacts uncommitted before edits, mutation-check selected behavior through an integrity-checked transactional restore, and recover defensive-code intent from untrusted history plus current-state proof before weakening it.
2 skills
Self-host a local, governed evaluation stack for agent skills: ironside trace store, rubrist judged evaluation with human adjudication, Claude Code and Codex session importers, a pi tracer that tags skill usage, casefile scanning, and a findings-driven skill-maintenance loop with golden-gate validation and human merges.
2 skills
Work through GitHub PR feedback in two explicit stages. The resolver fetches and centrally judges comments, applies authorized local fixes, and drafts replies but cannot mutate GitHub. A manual-only publisher can post an exact digest-locked plan after complete host, PR, head, source, and action preflight. Never commits, pushes, merges, rebases, or approves.
2 skills
Experimental pull-request review kit: a repository-agnostic adversarial reviewer plus an explicit initializer that creates a source-grounded repository profile.
2 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.
3 skills · 6 commands · 1 MCP server · hooks
Build powerful, stateful CLI interfaces for any GUI application using the cli-anything harness methodology.
5 commands
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