cursor/plugins - 第 2 页

thermos

Launch both thermo-nuclear review subagents in parallel, then synthesize their findings. Use for thermos, double thermo review, or combined bug/security and code-quality branch audits.

原文语言：英语

show-me-your-work

Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result). Local by default; commit it when a reviewer needs the trail to trust the result. Use for /show-me-your-work, autonomous or…

原文语言：英语

principle-prove-it-works

Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'

原文语言：英语

principle-guard-the-context-window

Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.

原文语言：英语

principle-make-operations-idempotent

Apply when designing commands, lifecycle steps, or processing loops that run amid crashes, restarts, and retries. Converge to the same end state regardless of partial prior runs.

原文语言：英语

principle-migrate-callers-then-delete-legacy-apis

Apply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layers.

原文语言：英语

principle-never-block-on-the-human

Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.

原文语言：英语

principle-outcome-oriented-execution

Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway compatibility code.

原文语言：英语

principle-redesign-from-first-principles

Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

原文语言：英语

principle-separate-before-serializing-shared-state

Apply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when one shared writer is a real invariant.

原文语言：英语

tdd

Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration-heavy, or not requested.

原文语言：英语

control-cli

Build or adapt a local harness to drive, inspect, and profile an interactive CLI or TUI without external services. Use for CLI UX checks, startup regressions, memory leaks, hangs, prompt flows, or terminal demos.

原文语言：英语

control-ui

Build or adapt a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI. Use for local UI verification, screenshots, accessibility snapshots, perf profiles, visual diffs, or reproducing UI bugs.

原文语言：英语

fix-ci

Find failing PR checks, inspect logs or external check links, and apply focused fixes

原文语言：英语

get-pr-comments

Fetch and summarize review comments from the active pull request

原文语言：英语

loop-on-ci

Monitor PR checks and fix failures until green. Uses gh pr checks as the source of truth for PR-attached checks.

原文语言：英语

make-pr-easy-to-review

Prepare PRs for review by cleaning noisy history, improving PR descriptions, and adding reviewer guidance without changing code behavior. Use for "make this easy to review", "tidy this PR", "clean up commits", or "annotate the diff".

原文语言：英语

review-and-ship

Review the current branch for bugs, intent fit, and test coverage; run or write tests; commit focused work; open or update a PR.

原文语言：英语

what-did-i-get-done

Summarize authored commits over a user-specified time period into a concise update

原文语言：英语

workflow-from-chats

Extract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs. Use when asked to learn preferences, mine feedback, personalize workflows, or generate team/person-specific agent guidance.

原文语言：英语

cursor-sdk

Guide users building apps, scripts, CI pipelines, or automations on top of the Cursor TypeScript SDK (`@cursor/sdk`). Use this skill whenever the user mentions integrating, installing, or writing code against the Cursor SDK; whenever they say `Agent.create`,…

原文语言：英语

pr-review-canvas

Render a PR diff review as a Cursor Canvas that groups changes by reviewer importance, separates boilerplate from core logic, and highlights tricky or unexpected code. Use when reviewing a pull request, summarizing a diff for review, or when the user asks for…

原文语言：英语

docs-canvas

Render a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of contents, and cross-references. Use when the user asks for a docs canvas, documentation…

原文语言：英语

cli-for-agents

Designs or reviews CLIs so coding agents can run them reliably: non-interactive flags, layered --help with examples, stdin/pipelines, fast actionable errors, idempotency, dry-run, and predictable structure. Use when building a CLI, adding commands, writing…

原文语言：英语

check-agent-compatibility

Run the full repository compatibility pass: scanner score, startup path, validation loop, and docs reliability.

原文语言：英语

continual-learning

Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to `agents-memory-updater`.

原文语言：英语

pr-review-canvas

Generate an interactive PR review walkthrough as an HTML page. Fetches PR data via gh API, categorizes files into core vs mechanical changes, adds reviewer annotations, and renders diffs with moved-code detection. Use when the user pastes a GitHub PR URL and…

原文语言：英语

create-plugin-scaffold

Create a new Cursor plugin scaffold with a valid manifest, component directories, and marketplace wiring. Use when starting a new plugin or adding a plugin to a multi-plugin repository.

原文语言：英语

create-learning-path

Build a personalized learning roadmap with milestones and practice checkpoints

原文语言：英语

run-learning-retrospective

Evaluate learning progress, identify blockers, and adjust the learning plan

原文语言：英语

check-compiler-errors

Run compile and type-check commands and report failures

原文语言：英语

deslop

Remove AI-generated code slop and clean up code style

原文语言：英语

fix-merge-conflicts

Resolve merge conflicts non-interactively, validate build and tests, and finalize conflict resolution

原文语言：英语

new-branch-and-pr

Create a fresh branch, complete work, and open a pull request

原文语言：英语

run-smoke-tests

Run Playwright smoke tests, debug failures, and verify fixes

原文语言：英语

weekly-review

Produce a weekly synthesis of authored commits with highlights by bugfix, tech debt, and net-new work

原文语言：英语

cancel-ralph

Cancel an active Ralph Loop. Use when the user wants to stop, cancel, or abort a running ralph loop.

原文语言：英语

ralph-loop-help

Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.

原文语言：英语

ralph-loop

Start a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion.

原文语言：英语

review-plugin-submission

Audit a Cursor plugin for marketplace readiness. Use when validating manifests, component metadata, discovery paths, and submission quality before publishing.

原文语言：英语