测试设计、漏洞检测、质量保证（1.3万 个）
Expert knowledge of Kafka event streaming patterns in melosys-api. Use when: (1) Understanding Kafka producers and consumers, (2) Debugging Kafka message processing issues, (3) Understanding topic configuration and message schemas, (4) Investigating SkippableKafkaErrorHandler and error handling, (5) Understanding Aiven Kafka setup and security configuration.
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Expert knowledge of EU/EEA social security coordination regulations in melosys-api. Use when: (1) Understanding EU Regulation 883/2004 and 987/2009 framework, (2) Understanding personal and material scope of coordination, (3) Understanding coordination principles (single legislation, lex loci laboris), (4) Understanding territorial scope (EU, EEA, Switzerland, UK), (5) Understanding the relationship between Sakstyper.EU_EOS and regulations, (6) Understanding how EESSI integrates with regulation procedures.
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Expert knowledge of authentication and authorization patterns in melosys-api. Use when: (1) Understanding Azure AD/OIDC authentication, (2) Debugging Tilgangsmaskinen access control, (3) Understanding SubjectHandler and user context, (4) Configuring OAuth2 clients for service-to-service calls, (5) Understanding audit logging patterns.
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Drive Keel agent test-first or evidence-first execution for a selected OpenSpec task. Use when a task needs software tests, hardware testbench, assertions, lint, new behavior proof, regression coverage, or red/green evidence before implementation.
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Use when a running Spark or DSH web service needs real-browser verification — page load, client-plugin boot errors, console errors, failed requests, or onboarding/dialog rendering — with the repository's own Playwright chromium.
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Use when adding or repairing Spark regression tests for asynchronous ownership, cancellation, persistence, restart recovery, or cross-surface projections. Not a coverage campaign, performance benchmark, source-text policy check, or full delivery review.
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このブランチ、またはこのセッションで書いた差分の全体を読み直し、用語の揺れ・古いまま残ったコメント・追従し損ねた実装 (呼び出し元・対になる箇所・テスト・文書) を探して、裏の取れたものを直す。「差分全体を見直して」「用語の揺れや更新漏れが無いか見て」「refresh-on-session」「/refresh-on-session」で発火。バグ探しは code-review、ディレクトリの文書と実体の一括照合は claude-md-refresh、issue 本文の書き戻しは issue-writeback の担当。
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Runs a session's fan-out — splits a large request into tiered, recoverable units, dispatches and reconciles them against the repo. Trigger when work needs many agents or spans many repos or files (rebuild, re-architect, sweep, migrate, 'do all of this'); when subagents would launch with no model or effort set; for the plan table (units, models, tokens, meters) before launch; to resume a unit that died or hit a usage limit; when units would share a repo; or say /rw-dispatchwright (plan, dispatch, resume, audit, refresh). Tiers come from its own table (scoutwright flags it stale); pacing, pacewright's; hooks, rigwright's; schedules, agentwright's.
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Interviews a request until no essential choice is left to guess, then hands the settled decisions on. Trigger on 'grill me', 'interview me before you build', 'stress-test this idea', 'ask me questions until it's clear', 'what am I missing before we start', or a vague plan, feature, prompt or skill where a wrong build costs more than questions. Or say /rw-grillwright (grill, record, resume, questionnaire — for someone else to answer, docs — check against glossary and ADRs). Builds nothing — prompts are promptwright's, skills skillwright's, agents agentwright's, game code slicesmith's, what a running agent may do gatewarden's, even asked as a grill.
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Builds, audits and packages Agent Skills, with their evals. Trigger to build, audit (security too), score or package a skill or SKILL.md; to design or integrate a pack; whether a skill beats incumbents; for trigger evals, test cases or assertion suites (skill, prompt card, agent spec); to slim a skill; when a skill did not fire or a run cost too much; for a prose pass on a skill's own files; to port or sanitize a skill set; to build or contract-test the MCP tools a plugin or mod ships; or say /rw-skillwright (evals, slim, diagnose, mcp, refresh, port, pack, integrate, upkeep). Prompt tuning is promptwright's; running a suite, claude plugin eval's; config slims, rigwright's; other docs, commscribe's; brands, brandscribe's; runtime grants, gatewarden's.
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Runs image, video and audio generation on a local ComfyUI server and guards the GPU before long renders. Trigger to generate an image, video, audio or music locally; to run, test or check a ComfyUI workflow before a long or queued render; when a video render crashed the machine, ran out of memory or hung in VAE decode; to render while LM Studio holds the GPU; to run a pixelsmith brief locally; or say /rw-comfyrunner (audit, check, test, run, status). Refuses an untiled video decode and scores resolution times frames. Briefs and judging art are pixelsmith's; sound briefs soundsmith's; freeing LM Studio lmstudiorunner's; schedules agentwright's.
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Writes and cleans up messages and docs for their channel and reader (email, Slack, a text, release notes, store pages, READMEs, Claude Docs) in a plain voice that never moves a fact. Trigger to write, rewrite, shorten, line-edit, retell or change the tone of any message, even a two-line text; to strip dashes or AI tells; to fix UI wording (a dialog, button or error); to score text without rewriting; to plan release comms; to write a store page, launch post or listing title, blurb and tags; to write in a voice or learn one; or say /rw-commscribe (draft, reshape, humanize, audit, retell, formats, cadence, voice, docs). It never sends. A skill's own files (SKILL.md, references) are skillwright's; brand voice and layout brandscribe's; sourced write-ups researchscribe's.
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Hands work to a local model served by LM Studio and verifies what comes back. Trigger to offload, delegate or batch work to a local, offline or on-device model; to queue unattended runs that keep only what passes; to ask which installed model fits a job or whether to switch; to size a task before delegating; when a local model returns nothing, repeats itself or drifts on a long list; when LM Studio shares the GPU with an image tool, or to free its hold; or say /rw-lmstudiorunner (audit, size, queue, run, status). Reads models from the live LM Studio API. Cloud model picks and prompt text are promptwright's; a schedule's guardrails agentwright's.
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Audits what Claude may do (permission rules, hooks, MCP scope, an agent's grants) and maps what it reaches on disk. Trigger on audit my permissions, why was this allowed, what stalls a routine, swap an allow for a deny, is this hook safe, gate my git pushes, a guard hook or call cap, PowerShell twins of Bash denies, where a rule should live, what is eating my disk, where has Claude been, config drift from a repo copy, skills loading twice; or say /rw-gatewarden (audit, harden, explain, scan, hooks, capreview, layout, map, footprint, drift, loads, status, refresh). Installs are trustwarden's; tokens keywarden's; secrets shieldwarden's; standing config rigwright's; agent design agentwright's.
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Decides where a standing rule lives and builds the config Claude reads before work — CLAUDE.md, AGENTS.md, Project instructions and knowledge files, profile preferences, .claude/rules and agents, hooks, .mcp.json. Trigger on 'where should this rule live', 'set up a Claude Project', 'write or trim my CLAUDE.md', 'my rules get ignored', 'audit my setup for bloat or stale status', 'cut my CLAUDE.md token cost', 'add what we learned to CLAUDE.md', or say /rw-rigwright (place, build, audit, learn, slim, refresh). Permissions, hook safety and config maps are gatewarden's; skills, skillwright's; unattended work, agentwright's; a block's wording, promptwright's.
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Designs, hardens and audits the system around an agent that runs on its own — bot, scheduled task, routine, automation — all but the prompt text. Trigger for guardrails, kill switches, cadence and loop pacing (cron, wake, /loop), retries and failures, output contracts, protected resources, handoffs between agents, or isolating untrusted email and web content; to emit a spec as a Cowork task, routine, scheduled task or CI job; or say /rw-agentwright (emit, audit, refresh); it never schedules or runs one. Prompt text is promptwright's; CLAUDE.md, rigwright's; skills, skillwright's; runtime grants and credentials, gatewarden's scan; code threats, a security harness's.
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Drives OBS Studio through its WebSocket, read-only by default, and turns recordings into clips, VOD cuts and chapters with FFmpeg. Trigger to audit an OBS setup; when a stream drops frames or lags; to switch a scene, mark a moment or save the replay buffer; to cut clips, burn in captions, normalize loudness or write chapters; to line a recorded playtest up with a game's log; when OBS shares a GPU; or say /rw-obsrunner (audit, check, set, mark, post, sheet, playtest, status, hold, release, refresh). Live work needs the user-installed obsws-python package. Never goes live, uploads or moderates chat. Caption files are whisperrunner's; thumbnails comfyrunner's; titles commscribe's; analytics duckrunner's.
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Runs Hyper-V VMs and Windows Sandbox. Trigger to create, start, stop, check or delete a VM (Gen2, secure boot, virtual TPM, settings proved); to take, list or restore a checkpoint; to test a plugin install on a clean machine from a golden checkpoint; to open a suspicious file or zip in a disposable sandbox with networking off; when Hyper-V says access denied; or say /rw-hypervrunner (audit, setup, vm, checkpoint, teardown, cleanroom, sandbox, status). Runs as a Hyper-V Administrators member, never self-elevated. Containers and WSL are dockerrunner's; whether code is trustworthy trustwarden's; secrets in returned files shieldwarden's.
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Transcribes local audio and video to txt, srt, vtt and json with timestamps using whisper.cpp, and proves which backend ran. Trigger to transcribe, caption or subtitle a recording, meeting, podcast or video locally; to pick a Whisper model for this GPU or estimate a batch; when a transcript is empty, cut short or repeating; when Whisper ran on the CPU or a pasted log must prove the GPU ran; when it shares the GPU with LM Studio or ComfyUI; or say /rw-whisperrunner (audit, check, plan, run, status, refresh). Never a cloud API or a download. Voice-overs are comfyrunner's; clips and burned-in captions obsrunner's; game audio soundsmith's; summarising transcripts lmstudiorunner's.
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Keeps brand definitions, several side by side, and turns one into a Claude Design System, DESIGN.md, VOICE.md or guide. Trigger to define a brand, palette, type or voice; turn a style guide or site into tokens; make, connect or sync a design system; audit for brand drift (off-palette colours, old names); pass or fail a page against a brand, or apply one to a README or generated output; critique or check a built UI, or a built site (dist/) for UI problems before it ships (hierarchy, spacing, states, generic look); or say /rw-brandscribe (setup, build, export, sync, audit, gate, ui). Microcopy and messages are commscribe's; React libraries design-sync's; charts dataviz's; canon lorescribe's; a pre-build brief, fit across widths and themes, and game UI uismith's; no logos.
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Run convex-doctor static analysis, interpret findings, and fix issues across security, performance, correctness, schema, and architecture categories. Use when running convex-doctor, fixing convex-doctor warnings or errors, improving the convex-doctor score, or when asked about Convex code quality, static analysis, or linting Convex functions.
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Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report with P0-P3 severity ratings and actionable plan. Use when the user wants an accessibility check, performance audit, or technical quality review.
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Audits and realigns UI to match design system standards, spacing, tokens, and patterns. Use when the user mentions consistency, design drift, mismatched styles, tokens, or wants to bring a feature back in line with the system.
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Guide for when to use and when not to use return validators in Convex functions. Use this skill whenever the user is writing Convex queries, mutations, or actions and needs guidance on return value validation. Also trigger when the user asks about Convex type safety, runtime validation, AI-generated Convex code, Convex AI rules, Convex security best practices, or when they're debugging return type issues in Convex functions. Trigger this skill when users mention "validators", "returns", "return type", or "exact types" in the context of Convex development. Also trigger when writing or reviewing Convex AI rules or prompts that instruct LLMs how to write Convex code.
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