Shepherd an already-open pull request to a mergeable state — poll CI, triage review comments, verify each one against the source, push fixes, and keep the branch current. Use when the user asks to "babysit", "monitor", "watch", "shepherd", or "drive" a PR, asks you to "fix the CI on my PR", "handle the review comments", "get this PR green", or "wait for checks and address feedback". Picks up where the `create-pr` skill leaves off. Does not approve, merge, or close anything.

Turn an image of a poster, flyer, menu, banner or UI screenshot into a single editable HTML file — every text line becomes real editable text, every object (a product with everything on and around it, an illustration, a logo, an icon) is cut from the background as one movable piece, and the page has a built-in editor (drag, resize, edit text, layers panel, export). Use when the user sends an image and asks to make it editable, split it into layers/components, "convert to HTML", or "拆图层 / 转成可编辑的网页".

Hand a task to the Codex CLI or Claude Code CLI installed on this machine and relay the result. Use when the user says to have / ask / tell "codex", "claude code", "cc" or a coding agent do something — draw or generate an image, write or fix code, explain a repo, answer a question. These are command-line programs on the host, not FastClaw agents, so never use message_agent for them.

Use when authoring or debugging MPS typesystem — inference rules (`typeof :==: / :<=: / :>=:`), `SubtypingRule`, `ComparisonRule`, `InequationReplacementRule`, `SubstituteTypeRule`, `WhenConcreteStatement` blocks, `NonTypesystemRule` checking rules, `TypesystemQuickFix`, error/warning/info reports with `messageTarget` highlighting and quick-fix wiring (`helginsIntention`), and shared BaseLanguage helpers in the typesystem model. For questions to the compiled typesystem (`IS_SUBTYPE`, `EXPLAIN_TYPE`, `GET_EXPECTED_TYPE`), use the query tools when debugging “type stays undefined” or “operator cannot be applied.” Reach for this skill whenever the task involves editing `<lang>/languageModels/typesystem.mps`.

Write or edit human-readable text for the Static Web Server (SWS) project — commit messages, CHANGELOG entries, PR descriptions, issue bodies, rustdoc comments, CLI help text, READMEs, and user docs — following project style and conventions. Use whenever producing text a person will read, not only Markdown files.

Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only, or full fine-tuning. Use when a user explicitly asks to fine-tune CodonFM or Encodon for regression or classification. Support generic public-v1 Encodon workflows only; reject Decodon, MissenseDataset, missense_synom_agg, and generation workflows.

Light carved wood in a dark room in three.js, with procedural grain and pores, one warm key through a window, soft shadows that touch, light shafts, background rays and dust, then score the render out of 10 on an anchored rubric with a runnable headless scorecard and iterate until each item reaches the target. Use for oiled timber, kumiko, joinery and workshop scenes; wood that reads flat, plastic or washed out; volumetrics that lift the blacks; "score this out of 10"; or "get the lighting to 8".

在剪辑时间线上剪辑一集，并按要求出成片或导出剪映草稿。本集视频已齐、要剪一版时使用；用户按片段编号提出修改（如「c3 太拖」），或要求配 BGM、出成片、导出剪映草稿、复制或重命名剪辑时间线、回到旧修订时，也使用本 skill。

Publish a Playground UI snapshot (`@mastra/playground-ui` and its workspace dependencies) from `main` or the current branch via the `playground-snapshot` mode of the Publish to npm workflow, wait for it to finish, then open a PR on `mastra-ai/platform` bumping the frontend to the published snapshot version. Use when asked to release, publish, or ship a playground/studio UI snapshot to the platform frontend.

How to gate a PostHog API endpoint with project secret API key (PSAK) auth — a project-scoped, user-less service credential. Use when adding PSAK support to a viewset action, allowing a new scope for PSAKs, handling synthetic users (ProjectSecretAPIKeyUser), or choosing PSAK-aware rate throttles. Trigger terms: PSAK, ProjectSecretAPIKey, project secret API key, phs_ token, service auth, programmatic endpoint auth.

Review frontend code and live pages against the Front-End Checklist (380+ rules for accessibility, performance, SEO, security, HTML, CSS, JavaScript, images, i18n, privacy, testing) using the `frontendchecklist` CLI. Use when writing, reviewing, or shipping HTML/CSS/JS/JSX/TSX/Vue/Svelte/Astro code, before a commit or PR, or when asked to audit a public URL.

Use when working with TeamCity CI/CD or when user provides a TeamCity build URL. Use `teamcity` CLI for builds, logs, jobs, queues, and agents.

Migrates legacy page-navigation breadcrumbs to @sentry/scraps/breadcrumbList and the required typed title on TopBar.Slot name="breadcrumbs". Use for "migrate breadcrumbs", "replace sentry/components/breadcrumbs", "BreadcrumbList.Title", duplicate page titles, or preserving page filters during breadcrumb migration. Not for event breadcrumbs, issue-detail timeline entries, or a redesign of Settings route assembly.

Query Coralogix infrastructure resources with the `cx infra` CLI: resource types, filterable attributes, resource lists, health, raw data and configuration changes. Use when the user asks to "show resource types", "list infrastructure resources", "what resources of this kind are monitored", "is this resource healthy", "why is this resource critical", "which health policy is failing", "when did this resource go critical", "get raw resource data", "find resources by name", "filter resources by service or environment", "critical hosts in a region", "what can I filter resources by", "resources in this cluster or namespace", "which resources changed recently", "what changed in this resource", "configuration drift", "did anything change before the incident", "what was this config last week", or wants to explore infrastructure resources.

Use when the user needs to see something to answer the current question — a sketch of logic, runtime flow, UI structure, or file layout; a Mermaid diagram; a chart of the data at hand; a mockup, wireframe, or side-by-side comparison during a design discussion (visual brainstorming). Triggers: "show me", "sketch this", "diagram this", "draw the flow", "what does this look like", "mock this up", "wireframe", "mermaid diagram", "chart this", "plot this data", "compare these visually". Not for: building understanding that must stick — background, sequencing, self-check (use teach-me); describing an image the user supplied (use alt-text); or building a durable deliverable such as a dashboard, report, or app.

Emit and query Vercel Custom Metrics. Use when instrumenting application or business measurements in Vercel Functions, using metric() from @vercel/functions, choosing metric names and attributes, or querying emitted values with vc metrics.

Run CLI commands, tests, and debugging inside the skillshare devcontainer. Use this skill whenever you need to: execute skillshare CLI commands for verification, run Go tests (unit or integration), reproduce bugs, test new features, start the web UI, or perform any operation that requires a Linux environment. All CLI execution MUST happen inside the devcontainer — never run skillshare commands on the host. If you are about to use Bash to run `ss`, `skillshare`, `go test`, or `make test`, stop and use this skill first to ensure correct container execution.

Update website docs to match recent code changes, cross-validating every flag against source. Use this skill whenever the user asks to: update documentation, sync docs with code, document a new flag or command, fix stale docs, or update the README. This skill covers all website/docs/ categories (commands, reference, understand, how-to, troubleshooting, getting-started) plus the built-in skill description and README. If you just implemented a feature and need to update docs, this is the skill to use. Never manually edit website docs without cross-validating flags against Go source first.

Trace Cloudflare Agents SDK agents (AIChatAgent, Agent on Durable Objects, npm `agents` / `@cloudflare/ai-chat`) with Maple: export the Vercel AI SDK's OpenTelemetry spans from a Worker/Durable Object over fetch, flush per turn, and pass the agent instance name as the conversation id so each chat is one Agent Session with transcript, tool calls, sub-agents and tokens. Triggers on 'trace my cloudflare agent', 'add Maple to cloudflare agents', 'agent sessions for AIChatAgent', 'OpenTelemetry in a durable object agent', 'trace agents sdk on workers'.

Meta-analysis / evidence synthesis — pool effect sizes across studies (odds ratios, risk ratios, hazard ratios, mean differences, correlations, GWAS betas) with fixed- or random-effects models, quantify heterogeneity (Q, I², τ²), and build a forest plot. Use when you have results from MULTIPLE studies and need a single pooled estimate, or to synthesize evidence from a systematic review / multiple GWAS / replicated experiments. Handles the error-prone effect-size + standard-error preparation (converting OR/HR/CI, two-group means±SD, proportions, and correlations into the (effect, SE) the pooling step needs).