suggestion-box
suggestion-box
【开发与工程】Quietly suggest a concrete improvement after observing material, generalizable friction in agent work. Submit proactively without permission, preview, or announcement, then continue the primary task.
THE SKILLS DIRECTORY
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一个技能，一个新的可能。找到适合你的 AI 工作流。
beautiful-prose
beautiful-prose
【效率与协作】A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.
brooks-review
brooks-review
【设计与创意】PR code review that surfaces decay risks, design smells, and maintainability issues with concrete Symptom → Source → Consequence → Remedy findings, drawing on twelve classic engineering books.
decision-navigator
decision-navigator
【效率与协作】Guide stuck or overwhelmed users through targeted branching questions until they reach concrete next steps.
gha-security-review
gha-security-review
【开发与工程】Find exploitable vulnerabilities in GitHub Actions workflows. Every finding MUST include a concrete exploitation scenario — if you can't build the attack, don't report it.
lint-and-validate
lint-and-validate
【效率与协作】Run configured lint and type checks, distinguish failures from checks that did not run, and report concrete validation results.
lint-and-validate
lint-and-validate
【效率与协作】Run configured lint and type checks, distinguish failures from checks that did not run, and report concrete validation results.
unslop-review
unslop-review
【开发与工程】Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing ("I noticed...", "I was wondering if perhaps...", "It might be worth considering..."). Each comment is direct: location, the issue, a concrete fix.
diagnosing-endpoint-performance
diagnosing-endpoint-performance
【效率与协作】Diagnose why a PostHog endpoint is slow or expensive and propose a concrete fix — bump the cache TTL, enable materialisation, restructure variables, or rewrite the query. Use when the user says "this endpoint is slow", "my endpoint times out", "we're hitting the cost cap on this one", or asks "should I materialise this?". Focuses on a single named en…
finding-experiments
finding-experiments
【开发与工程】Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing `experiment-list` (not feature-flag tools), with disambiguation when multiple experiments match. Use when the user names or quotes an experiment ("split test demo", "the File engagement boost experiment", "onboarding retention test", "landing page he…
signals-scout-workflows
signals-scout-workflows
【效率与协作】Signals scout for PostHog workflows. Looks at the workflows whose owner asked for suggestions, reads each email step's per-version delivery metrics, and proposes one concrete change a person can approve, filed through the workflows suggestions API. It files no report and emits no signal: the suggestion on the workflow page is the output.
assessing-heatmaps
assessing-heatmaps
【数据与研究】Assesses what a page's heatmap is telling you and recommends concrete changes. Pulls click / rageclick / scroll-depth data for a URL, names the hot elements by cross-referencing autocapture events on the same page, and can create a saved heatmap the user opens in PostHog, then summarizes the behavior and proposes improvements. TRIGGER when: user asks…
azure-smart-city-iot-solution-builder
azure-smart-city-iot-solution-builder
【设计与创意】Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
eval-driven-dev
eval-driven-dev
【数据与研究】Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong beh…
refactor-plan
refactor-plan
【开发与工程】Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for confirmation before making code changes.
Define Goal
define-goal
设计与创意技能，来自 openai/skills，查看原文获取完整用途和操作说明。
concrete-design-calculator
concrete-design-calculator
【设计与创意】Reinforced concrete design skill for flexure, shear, and serviceability calculations per ACI 318
quantity-takeoff-calculator
quantity-takeoff-calculator
【开发与工程】Construction quantity takeoff skill for concrete, steel, earthwork, and materials
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