Use when drafting, proposing, creating, or editing prose for a dotnet/fsharp GitHub PR or issue — body, title, comment, review summary, edits — including bare asks like "open a PR", "ship this", "write up what I did", "summarise the change", "reply on the PR", "edit the issue body", "gh pr create", "gh pr comment", "gh pr edit --body", "gh issue comment", "gh pr review --body". Primary use case is PR descriptions; same rules apply to PR/issue comments and review summaries. Not for labels, reviewers, merging, or code-review findings (just the prose write-up of them).

Add a new deterministic scoring check in src/scoring/checks/ that evaluates config quality. Follows the Check[] return pattern, uses point constants from src/scoring/constants.ts, and integrates via filterChecksForTarget() in src/scoring/index.ts. Use when user says 'add scoring check', 'new check', 'modify scoring criteria', or works in src/scoring/checks/. Do NOT use for display changes or refactoring scoring logic.

Add a new deterministic scoring check in src/scoring/checks/ that evaluates config quality. Follows the Check[] return pattern, uses point constants from src/scoring/constants.ts, and integrates via filterChecksForTarget() in src/scoring/index.ts. Use when user says 'add scoring check', 'new check', 'modify scoring criteria', or works in src/scoring/checks/. Do NOT use for display changes or refactoring scoring logic.

站在普通用户的视角评审一个 PR 的 GUI 变更：哪些合理、哪些需要优化、哪些会让用户困惑，哪些信息用户不需要关心可以删除。只读取 diff、界面文案（i18n）和相邻界面，不启动 GUI；每条结论落到 file:line 或文案键并给出可直接采用的改法。Use when 用户说"用户视角评审 / 这个 PR 的界面改动合理吗 / 哪里会让用户困惑 / GUI 变更评审"，或运行 $gui-user-review；不用于代码质量或行级 bug review（用 $review-strict），不用于视觉验收。

Find the true root cause of a reproduced bug by tracing the full data and control path, asking why until reaching the decision that created the bad state, and checking history. Use after reproducing and before planning any fix.

Apply the seven principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity, unity) to product design, copy, and sales. Use when the user mentions "social proof", "persuasive copy", "why users dont convert", "ethical persuasion", "reciprocity", "scarcity tactics", "commitment and consistency", "shared identity", "in-group", "make my copy more persuasive", "increase trust", or "get more people to say yes". Also trigger when designing testimonial sections, crafting urgency messaging, or improving trust signals on landing pages. Covers the principles, when each applies, and ethical limits. For deal negotiation tactics, see negotiation. For viral word-of-mouth, see contagious.

Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness managed agent loop). Applies when invoking models, setting up Knowledge Bases, deploying to AgentCore, migrating/porting/converting a Bedrock Agent (including inline agents) to an AgentCore Harness, troubleshooting Bedrock errors (ThrottlingException, AccessDeniedException), or choosing Bedrock models (Claude, Llama, Nova, Titan). Also for KB migration to Managed, prompt caching, quota and throttling diagnosis, cost tracking, migrating between Claude model generations, chunking strategies, and Bedrock model selection. Covers AgentCore Payments (x402, microtransactions, Payment Manager, Connector, Instrument, Coinbase CDP, Stripe Privy, paid endpoints, agent payments). NOT for custom model training, Rekognition, or Comprehend. For SageMaker model discovery, customization, or endpoints, use aws-ai-ml.

Make a PortalJS portal harvestable by national/EU/US open-data portals — emit standards-compliant DCAT catalog feeds (DCAT 2/3, DCAT-AP, DCAT-US, national profiles) in JSON-LD, Turtle, and RDF/XML at build, with autodiscovery and per-profile conformance checking. Use when a portal needs to be harvested by data.europa.eu, data.gov, or a national open-data catalog.

Apply PopNow's trending one-tap video effects and photo styles to a photo - Tiny Planet, Hyperdrive, Zombie Turn, Werewolf Turn, Molten Gold, Flying Car, dances, weather and film looks, plus image styles like Clay Figure, Pixel Art, Sticker Pack and Comic Cover. Use when the user wants a viral or trending effect, a TikTok/Reels-style transformation, "make my photo dance", or a named PopNow effect applied to their picture. Quotes the credit price and waits for the user's OK before spending anything. Needs POPNOW_API_KEY.

Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via skill-creator + unslop, optionally pulling fresh evidence from recent transcripts.

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

Parse a photographed or scanned Tranmere Rovers season-book fixture row or complete season sheet and add its confirmed attendance, starting XI, substitutions and Rovers scorers to the Tranmere-Web D1 database. Use when supplied a season-book/team-sheet image that lists player surnames and shirt numbers, especially to fill historic line-ups for already-recorded matches.

Upload a Tranmere match teamsheet image to Cloudflare R2 and link it to an existing D1 game. Use for a supplied local image or image URL and a known fixture; do not use to transcribe line-ups or ingest season-book statistics.

Migrate from the retired ingress-nginx controller to Kubernetes Gateway API, and design, debug, and review Gateway API ingress. Covers annotation inventory and risk triage, ingress2gateway conversion, implementation choice (Envoy Gateway default, Cilium, Istio, NGINX Gateway Fabric, AWS Load Balancer Controller), CRD channel and lifecycle, shared-Gateway ownership, cert-manager listener TLS, Flux layering, parallel-run DNS cutover, and rollback. Use when asked to "migrate off ingress-nginx", "convert my Ingresses to HTTPRoute", "set up Gateway API", "why is my HTTPRoute not attached", or "plan the ingress cutover". Flux reconciliation stuck → /platform-skills:gitops. East-west HTTPRoute in a mesh → /platform-skills:linkerd.

Migrate from the retired ingress-nginx controller to Kubernetes Gateway API, and design, debug, and review Gateway API ingress. Covers annotation inventory and risk triage, ingress2gateway conversion, implementation choice (Envoy Gateway default, Cilium, Istio, NGINX Gateway Fabric, AWS Load Balancer Controller), CRD channel and lifecycle, shared-Gateway ownership, cert-manager listener TLS, Flux layering, parallel-run DNS cutover, and rollback. Use when asked to "migrate off ingress-nginx", "convert my Ingresses to HTTPRoute", "set up Gateway API", "why is my HTTPRoute not attached", or "plan the ingress cutover". Flux reconciliation stuck → /platform-skills:gitops. East-west HTTPRoute in a mesh → /platform-skills:linkerd.

Use when reviewing a prose document — KB article, RFC, spike, runbook, PRD, design doc, knowledge-base page — hosted on Google Docs, Confluence, a local file path, or an arbitrary URL. Checks correctness, internal consistency, audience-fit, prose clarity, and external-claim verification; cross-checks against existing platform comments to avoid re-flagging; returns severity-tagged findings with anchor + quote + concrete fix. Use when asked to "review this doc / KB / RFC / spike / runbook / PRD" and the target is prose, not a code diff. Counterpart to the write-spike skill. NOT for code diffs — use /devflow:review for those.

Use when reviewing a prose document — KB article, RFC, spike, runbook, PRD, design doc, knowledge-base page — hosted on Google Docs, Confluence, a local file path, or an arbitrary URL. Checks correctness, internal consistency, audience-fit, prose clarity, and external-claim verification; cross-checks against existing platform comments to avoid re-flagging; returns severity-tagged findings with anchor + quote + concrete fix. Use when asked to "review this doc / KB / RFC / spike / runbook / PRD" and the target is prose, not a code diff. Counterpart to the write-spike skill. NOT for code diffs — use /devflow:review for those.

Use when reviewing a prose document — KB article, RFC, spike, runbook, PRD, design doc, knowledge-base page — hosted on Google Docs, Confluence, a local file path, or an arbitrary URL. Checks correctness, internal consistency, audience-fit, prose clarity, and external-claim verification; cross-checks against existing platform comments to avoid re-flagging; returns severity-tagged findings with anchor + quote + concrete fix. Use when asked to "review this doc / KB / RFC / spike / runbook / PRD" and the target is prose, not a code diff. Counterpart to the write-spike skill. NOT for code diffs — use /devflow:review for those.

Guides work across Cloud, local, and other available computers, including teleporting conversations, running remote subagents, and transferring files. Load when a request needs the user's laptop or another machine's files, apps, or tools; when connecting a computer; or when moving or delegating work between local and Cloud in either direction, including running Cloud subagents from local.

Read the user's local TradingView desktop app through opencli: quotes, options chains with greeks and per-strike IV, options expiries, screener results across stocks, crypto, forex, futures, and bonds, gainers and losers, news headlines and full stories, alerts (active, fired, offline fires), watchlists including colored flag lists, symbol search, chart state, and chart screenshots. Use this skill whenever the user asks for any of these from TradingView ("TV") — for example an options chain, puts, or IV skew for a ticker, an oversold-stock screen, their red flag list, which alerts fired, or a screenshot of their chart. For plain quotes, TA readouts, scans, or futures without the desktop app, prefer tradingview-mcp. Read-only: it never places trades or edits watchlists, alerts, or layouts.