Turn a fuzzy or overly broad request into a concise task prompt fitted to the current model, agent harness, and effort level
Plugin optimize-prompt-loop from marketplace lousy-agents in lousy-agents/skills. Commands read from the repo's manifest — 8 days ago.
optimize-prompt-loopOptimize a fuzzy, incomplete, or overly broad human request into a concise, reusable task prompt tailored to the current model, agent harness, and reasoning/effort level. Use when the user invokes /optimize-prompt-loop or asks to optimize, rewrite, improve, tune, refine, strengthen, or pressure-test
Review a UX flow, agentic handoff point, or delegation-boundary decision for agency risks and articulation barriers before implementation — advocating for the user's intent map, not the screen in front of you
1 skill · 1 agent
Tidy the files a PR or branch changed against its base, or all tracked source on the default branch or with whole-repo: autonomous coach-first Stage-B refactor by default (may change behavior), then SOLID tidy with no further behavior change. Opt out with solid-only / no-behavior-change / prune-comments-only. Tests document behavior, comments earn their place
1 skill
Rewrite a pull request's commits into a coherent release story that semantic-release can publish, without changing file contents
1 skill
Turn customer evidence into auditable personas, journeys, progression hypotheses, and product-strategy opportunity maps
1 skill
Turn feature requests, PRDs, and backlog issues into an EARS-format spec file or one new GitHub issue
1 skill
test-only fake GitHub MCP server
1 MCP server
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
6 skills
CMEM Pro for the Claude app - hooks stream tool use to cmem.ai and inject observations into new sessions and agents
3 skills · 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
Use Alibaba Open Code Review from local Codex.
2 skills
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