Triage newly-filed GitHub issues on the Fluent UI repo (microsoft/fluentui) following the Shield triage guidelines. Fetches open issues labeled `Needs: Triage :mag:` via the `gh` CLI, classifies each (bug vs feature, product area, partner ask, repro quality, a11y), recommends label changes and area-owner assignment, and then applies the approved changes. Use this skill whenever the user asks to triage issues, run shield triage, go through the triage queue, process needs-triage, or any variation -- even if they don't mention "Fluent UI" or "GitHub" explicitly, since that's the project context here.
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Visually verify a component by launching its Storybook story and taking a screenshot with playwright-cli. Use after making visual changes to a component.
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Guides working with @fluentui/cli — the internal Fluent UI command-line tool. Use when asked to add a new CLI command, modify an existing command, understand CLI architecture, debug CLI issues, or work with the CLI build/test workflow. Covers: architecture overview, yargs conventions, lazy-loading pattern, testing, and available Nx generators.
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Generate, audit, and verify Fluent UI v8-to-v9 component migration guides. Use when asked to inventory v8 components, inspect their v8 and v9 source, produce missing per-component documentation, prove the guides are accurate or exhaustive with sealed migrations, classify documentation gaps versus agent mistakes, or publish a verification matrix.
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Configure and run @fluentui/react-compiler-analyzer, interpret compiler acceptance and reported memo statistics, assess manual memo migration candidates, and maintain use memo directives. Use when enabling React Compiler, auditing compiler coverage or runtime risks, reviewing suppression-related rejection, or working with rca.config.json.
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Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated CLAUDE.md/SKILL.md behind a held-out gate.
Steady2 mentions in 2 weeks
2 projects use a version of this
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Use when the user wants Codex to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, wants Codex to review past sessions, learn preferences, consolidate memory/skills, run dry-run/run/adopt/status for SkillOpt-Sleep, or schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated memory + skills behind a held-out gate.
Steady2 mentions in 2 weeks
2 projects use a version of this
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Use when the user wants Cursor to learn from recent local sessions, asks for an offline sleep or dream cycle, wants to consolidate recurring work into a Cursor skill, or requests SkillOpt-Sleep status, harvest, dry-run, run, scheduling, review, or adoption. Drives the validation-gated skillopt_sleep engine with Cursor transcripts and the optional Cursor Agent CLI backend.
Steady2 mentions in 2 weeks
2 projects use a version of this
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Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
MicrosoftSkill