调试
定位并修复问题，分析错误
debugging-e2e-tests
comet-ml
Use when an Opik E2E test has failed and a developer wants it investigated — e.g. "why did this e2e test fail?", "investigate the failing run on my PR", "is dataset-crud-smoke flaky?", "the nightly e2e suite went red". Takes a failure from a CI check, a TestOps launch, a test name, or a local run; gathers the trace and history, classifies regression vs. flake, and proposes a fix. Read-only — it diagnoses and proposes, it does not edit tests.
systematic-debugging
BlackBeltTechnology
Root-cause a bug already in front of you, instead of guessing at fixes. Use on triggers like "root cause this", "why is this failing", "debug systematically", "this test is flaky", "it works locally but not in CI", or when a fix attempt has already failed once. Enforces a phased evidence-first process before any code change. Not a feature-build or ship workflow.
doctor
BlackBeltTechnology
'Diagnose why pi-flows, the Anthropic-messages bridge, model resolution, a pi install, a peer, a plugin/bridge, or a build/reload is broken in the pi-agent-dashboard. Derives every fact live (works with the server down). Use on "flow won''t show", "bridge waiting_peers", "pi version mismatch", "which pi is this using", "diagnose the dashboard", "doctor".'
scrapling-skill
daymade
Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages. Use this skill whenever the user mentions Scrapling, uv tool install scrapling, scrapling extract, WeChat/mp.weixin articles, browser-backed page fetching, or needs help deciding between static and dynamic extraction.
testing-go
holon-run
Expert Go testing skills. Creates table-driven tests, uses testify assertions, mocks interfaces, and ensures comprehensive coverage.
kb-search
BlackBeltTechnology
'Search the local markdown knowledge base for facts, prior decisions, definitions, people, error codes, config flags, and how-we-fixed-it notes. ALWAYS search here BEFORE answering a project-specific question from memory, guessing, or asking the user. Use whenever you hit an unknown term, an unfamiliar entity, an error string, or a "how do we do X / why did we choose Y" question.'
release-cut
BlackBeltTechnology
'Cut a new pi-agent-dashboard release: promote ## [Unreleased] in CHANGELOG.md, bump every workspace package.json per SemVer, commit, tag v<version>, and push — triggering the Release workflow that publishes every non-private workspace, builds the Electron artifacts, and creates a GitHub Release. Use on "cut a release", "release vX.Y.Z", "publish a new version", "tag a release".'
implement
BlackBeltTechnology
'Disciplined implementation in pi-agent-dashboard: the rebuild matrix (extension→reload, server→restart, client→build+restart, openspec-apply→full rebuild) plus the project''s code discipline rules. Use when writing code, after editing extension/server/client, after applying an OpenSpec change, when unsure what to rebuild, or before committing. Triggers: "rebuild and restart", "TDD this".'
code-quality
BlackBeltTechnology
'Drive static-analysis code quality in pi-agent-dashboard with Biome (analyze → fix → test), in changed-files or whole-repo mode. Use when asked to "improve code quality", "lint and fix", "clean up warnings", "fix Biome issues", "run static analysis", or when setting a code-quality goal. Skip for one-line edits.'
debug-dashboard
BlackBeltTechnology
'Diagnose problems in the running pi-agent-dashboard system: server.log, /api/health, bridge WebSocket connectivity, vitest triage, known-issue FAQ entries. Routes UI/visual issues to the browser skill. Use when the server seems hung, a pi session won''t connect, tests fail mysteriously, the dashboard shows a blank page, restart loops, port conflicts, or any "why isn''t X working" question.'
ci-troubleshoot
BlackBeltTechnology
'Diagnose failed GitHub Actions runs for pi-agent-dashboard: the 11-file workflow taxonomy, affected-test selection, the release pipeline, known failure modes, and how to read gh run logs and retrigger jobs. Use when a CI run is red, a release is stuck, a workflow won''t dispatch, or you need to know which workflow does what. See release-cut to trigger a release, release-revoke to revoke one.'
hunt
tw93
"Finds root cause before applying fixes for errors, crashes, regressions, failing tests, broken behavior, and screenshot-reported defects. Use when users report in any language errors, crashes, broken behavior, regressions, failing tests, screenshot evidence, or something that used to work and now fails. Not for code review or new features."
think
tw93
"Turns rough ideas into approved, decision-complete plans with validated structure before coding. Use when users ask in any language for planning, architecture, design direction, feasibility, value judgment, or whether a feature is worth doing before implementation. Not for bug fixes or small edits."
implement
hyperb1iss
Use this skill when writing code — building features, fixing bugs, refactoring, or any multi-step implementation work. Activates on mentions of implement, build this, code this, start coding, fix this bug, refactor, make changes, develop this feature, implementation plan, coding task, write the code, or start building.
QE Iterative Loop
proffesor-for-testing
"Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates require compliance, or flaky tests need stabilization. Integrates with AQE v3 fleet agents for coordinated quality iteration."
skill-debug
nyldn
Systematic debugging workflow. Use when: AUTOMATICALLY ACTIVATE when encountering bugs or failures:. "fix this bug" or "debug Y" or "troubleshoot X". "why is X failing" or "why isn't X working" or "why doesn't X work"
skill-issues
nyldn
Track and manage project issues across sessions. Use when: AUTOMATICALLY ACTIVATE when user mentions:. "issue" or "issues" or "problem". "track this" or "remember this blocker"
skill-decision-support
nyldn
Present options with trade-offs for informed decision-making. Use when: AUTOMATICALLY ACTIVATE when user requests options or choices:. "fix or provide options" or "fix them or provide me options". "give me options" or "what are my options"
skill-visual-feedback
nyldn
Process screenshot-based UI/UX feedback to fix visual issues. Use when: AUTOMATICALLY ACTIVATE when user provides visual feedback:. "[Image X] The /settings should be Y". "[Image X] these button styles need to be fixed"
skill-tdd
nyldn
Test-driven development workflow. Use when: Use when implementing any feature, bugfix, or behavior change.. Auto-invoke when user says "implement X", "add feature Y", "fix bug Z".
skill-iterative-loop
nyldn
Execute tasks in loops with conditions until goals are met. Use when: AUTOMATICALLY ACTIVATE when user requests iterative execution:. "loop X times" or "loop around N times". "loop around 5 times auditing, enhancing, testing"
rust-tracing
BerriAI
Add or change Rust diagnostic tracing in litellm-rust, including route spans, subscriber layers, and Python logger delivery
log-analyzer
ZJU-REAL
Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.
smart-weekly-report
ZJU-REAL
根据职业角色和本周工作内容，自动提炼关键信息，生成结构化、专业且有洞察力的周报，包括问题分析与下周计划