Catalogue de skills·2424 skills
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2424 skills sur 2424
Skill
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Recommendation Engine (Microsoft)Produit & Go-to-market100Draft prioritized product recommendations for CUST-001 without sending outreach.
Record Upgrade Instructions (Prisma) — ContribBackend & API100
Record upgrade instructions alongside a Prisma Next breaking-change PR, so downstream consumers (users of `@internal/*` and authors of Prisma Next extensions) can apply the matching code translation automatically via the published upgrade skills. Use when you have refactored framework code and the test suite went red in `examples/` or `packages/3-extensions/`, when you fixed those red tests by editing the substrate, when you are told to "record upgrade instructions for this PR", or when you made a breaking change to Prisma Next that downstream consumers will need help migrating across.
Record Upgrade Instructions (Prisma) — Contrib 2Frontend & UI100
Record upgrade instructions alongside a Prisma Next breaking-change PR, so downstream consumers (users of `@prisma-next/*` and authors of Prisma Next extensions) can apply the matching code translation automatically via the published upgrade skills. Use when you have refactored framework code and the test suite went red in `examples/` or `packages/3-extensions/`, when you fixed those red tests by editing the substrate, when you are told to "record upgrade instructions for this PR", or when you made a breaking change to Prisma Next that downstream consumers will need help migrating across.
Recovery Campaign (Microsoft)Produit & Go-to-market100Gives a Digital Marketing Lead a proposed recovery sequence without sending or scheduling outreach.
Recursive Decision LedgerAgents & Orchestration100Run repeated rollouts ("Prime Gauss" style recursive prompting) while keeping an append-only decision ledger of trials, marks, coherence checks, and promotion gates, so recursive confidence never auto-approves live trading, deploy, or destructive actions. Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursive reasoning with a visible evidence trail.
Refactor Agents Md (vinta)Agents & Orchestration100Use when about to refactor or refine a user-level or project-level CLAUDE.md or AGENTS.md, from a full restructure down to a one-line wording fix; a change that looks too small to need this skill is not an exemption
References Positioning (Microsoft)Agents & Orchestration100Draft reference and competitive positioning options using synthetic evidence only.
Referral Context (Microsoft)Agents & Orchestration100Reproduce the deterministic Clinical Notes Agent — referral context workflow from packaged synthetic evidence.
Regex Vs Llm Structured TextAgents & Orchestration100Decision framework for parsing structured text (quizzes, forms, invoices, receipts, tables) with a hybrid regex-first pipeline — regex extraction handles 95%+ cheaply, a confidence scorer flags low-confidence items, and an LLM validator fixes only the edge cases. Use when choosing between regex and LLM for text extraction, building a cheap document parser, or optimizing extraction cost and accuracy.
Release (Hugging Face) — ClaudeAgents & Orchestration100Release workflow for deploying OpenEnv environments to Hugging Face Spaces and keeping canonical references in sync.
Release (Hugging Face) — IAAgents & Orchestration100Cut a new transformers-mlinter release. Bumps the version across all pinned locations, updates the CHANGELOG, runs local checks and a packaged smoke test, drives the tag-based GitHub Actions publish to PyPI, then opens the next development version on main. Use when asked to release, cut a version, or ship X.Y.Z.
Release Cherry Pick Missing Reverts (PyTorch)Tests100
Find reverts that landed on pytorch/pytorch main but are missing from a release branch (release/X.Y) because the reverted commit was already shipped in a release candidate, and open one cherry-pick PR per missing revert against the release branch (on a fork branch, never pushing to release/X.Y directly), optionally posting a cherry-pick nomination comment for each on the release tracker issue. Driven by tools/analytics/github_analyze.py --analyze-missing-reverts-from-branch (the "GitHub Analytics Daily" workflow). Triggered by "missing reverts", "analyze reverts for release", "cherry-pick missing reverts", "reverts not in release/X.Y", or pointing at a GitHub Analytics Daily run and asking to cherry-pick the flagged reverts.
Release Create Tracker Issue (PyTorch)Tests100
Generate (and optionally open) a PyTorch release tracker / cherry-pick tracking issue from a release announcement, like https://github.com/pytorch/pytorch/issues/180506. Triggered by mentions of "release tracker", "release tracking issue", "cherry-pick tracker", or "cut a release branch issue".
Release Create Validation Issue (PyTorch)Tests100
Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue. Triggered by mentions of "validation issue", "validation checklist", "release validation", or "release checklist".
Release Go Live Binary Build Matrix (PyTorch)Tests100
Update tools/scripts/generate_binary_build_matrix.py when a PyTorch release goes live. Advances CURRENT_STABLE_VERSION to the new stable, promotes the release-channel CUDA/ROCm arches to match the candidate/test channel, and regenerates the JSON test fixtures. Triggered by mentions of "release go live", "advance stable version", "promote release matrix", or "update binary build matrix" for a new PyTorch X.Y release.
Release Notes (.NET) — Diagnostics GithubInfra, Ops & Workflow100
Generate release notes for the dotnet/diagnostics repository. Use when asked to generate release notes, a release summary, or a changelog.
Release Notes (.NET) — Fsharp GithubInfra, Ops & Workflow100
Write release notes for completed changes. Use when PR modifies tracked paths and needs release notes entry.
Release Update Docker Image Pin (PyTorch)Tests100
Pin (or re-pin) the Linux manywheel builder docker images used by the nightly/release binary build workflows in pytorch/pytorch to a fixed .ci/docker build. Takes the release version (e.g. 2.13) as input. Updates DOCKER_IMAGE_PIN in .github/scripts/generate_binary_build_matrix.py and regenerates the workflows. Triggered by mentions of "pin docker image", "update docker pin", "docker image pin", "pin builder images", or "bump the manywheel image pin" for a release branch.
Render Markdown (TanStack)Agents & Orchestration100
Parse Markdown with parseMarkdown or parseInline, render HTML with renderHtml, renderDocument, renderBlock, or renderInline, configure frontmatter and heading IDs, and reuse the serializable MarkdownDocument AST. Load for @tanstack/markdown core syntax, parser options, HTML output, references, footnotes, lists, tables, or AST work.
Renegotiation Brief (Microsoft)Agents & Orchestration100Drafts prioritized amendment positions and counsel escalation points.
Renewal Pipeline (Microsoft)Agents & Orchestration100Review the synthetic renewal pipeline and risk bands without changing CRM or forecast records.
Replenishment Plan (Microsoft)Agents & Orchestration100Gives an Inventory Planner a fourteen-day replenishment scenario without creating orders or transfers.
Repo ScanAgents & Orchestration100
Bootstrap pointer that installs the external repo-scan skill from a pinned, reviewable commit. Use when repo-scan must be installed before running its cross-stack source-code asset audit; this ECC pointer does not perform the audit itself.
Req New (Ansible)Agents & Orchestration100
Create a Requirement spec. Use when adding a new feature, "I want to spec out X", "new feature request", "create REQ for this", or when ready to formalize a feature idea. Do NOT use for creating tasks (use task-new instead) or bulk importing from PRD (use prd-import instead).
Request Evidence (Microsoft)Auth & Sécurité100Reproduce the deterministic Prior Authorization Agent — request evidence workflow from packaged synthetic evidence.
Research OpsDonnées & Recherche100Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.
Resolution Recommendation (Microsoft)Agents & Orchestration100Drafts policy-grounded resolution options for a Customer Service Agent without executing them.
Resolve Project References (.NET)Agents & Orchestration100
Guide for interpreting ResolveProjectReferences time in MSBuild performance summaries. Activate when ResolveProjectReferences appears as the most expensive target and developers are trying to optimize it directly. Explains that the reported time includes wait time for dependent project builds and is misleading. Guides users to focus on task self-time instead. Do not activate for general build performance -- use build-perf-diagnostics instead.
Restless Old Brian (Microsoft)Langages & Runtimes100Momentum-driven engineering reviewer that holds one uncompromising gate — is it REAL, proven end-to-end as a user would — while driving work forward. Demands proof over claims, plumbing before polish, fail-loud over fallbacks, trust in the model over instructions, and protects the critical path so good-but-costly ideas don't stall the work. Warm, blunt, forward-driving — not a curmudgeon. A lens for any checkpoint — brainstorm, design, plan, implement, debug, or ship — not just the finish. Use when: pressure-testing whether an idea/design/plan is provable and on the critical path, whether you're building in the right order, whether a fix is real or a band-aid, or whether work is actually done/ready — any time the worry is "are we fooling ourselves about what's real?"
Retention Plan (Microsoft)Agents & Orchestration100Builds fictional stakeholder maps and approval-gated executive engagement plans.
Retrospective (Alibaba)Agents & Orchestration100
任务完成后的反思与经验沉淀。仅在任务非平凡且出现调试、失败修复、反复试错、明显误判或可复用教训时使用；简单执行、查询、常规 CI 通过等无新增经验的任务可跳过。
Return Processing (Microsoft)Agents & Orchestration100Helps a Customer Service Agent review anonymous synthetic return evidence without approving or processing a return.
Returns Reverse LogisticsAuth & Sécurité100Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.
Revenue Impact (Microsoft) — Cross SellingAgents & Orchestration100Compare the portfolio's synthetic cross-sell value scenarios without making revenue or margin claims.
Revenue Impact (Microsoft) — License Renewal ExpansionAgents & Orchestration100Compare synthetic renewal, expansion, and churn scenarios without making revenue commitments.
Revenue Impact (Microsoft) — Win Loss AnalysisAgents & Orchestration100Model synthetic intervention scenarios without presenting them as realized or committed revenue.
Review (Ansible)Agents & Orchestration100
Review an Ansible PR following the project's standardized process from CLAUDE.md
Review Fetch Phase (Prisma) — ContribAgents & Orchestration100
Fetches canonical PR review state and renders derived state artifacts. Use when the user wants the state acquisition phase only (fetch, render, summarize) for a review-framework PR.
Review Fetch Phase (Prisma) — Contrib 2Frontend & UI100
Fetches canonical PR review state and renders derived state artifacts. Use when the user wants the state acquisition phase only (fetch, render, summarize) for a review-framework PR.