Skill rating

Structure a performance review with self-assessment, manager template, and calibration prep. Use when review season kicks off and you need a self-assessment template, writing a manager review for a di

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committin

Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or

Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured know

Installs, configures, audits, and operates Agent Package Manager (APM) in repositories. Use when initializing apm.yml, installing or updating packages, validating manifests, managing lockfiles, compil

Validate, lint, audit, or fix bash/shell/.sh scripts via ShellCheck.

Create a change management request with impact analysis and rollback plan. Use when proposing a system or process change that needs approval, preparing a change record for CAB review, documenting risk

Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing perform

Build, fix, review, and validate adaptive or responsive Flutter UIs for mobile, tablet, desktop, web, large screens, foldables, and mixed input devices. Use when creating breakpoint-driven layouts, re

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or dep

Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessi

QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a

Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, o

Validates skills in this repo against agentskills.io spec and Claude Code best practices. Use via /validate-skills command.

Analyze the writing style of Yuque documents and extract style characteristics including structure, tone, vocabulary, and formatting patterns. For personal/individual use — analyzes your own documents

Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a syste

Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes. Use when checking a draft before it ships, when auditing

Validate, lint, audit, or check Makefiles and .mk files for errors.

Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog, HTT

Meta-skill that analyzes the Trail of Bits Testing Handbook (appsec.guide) and generates Claude Code skills for security testing tools and techniques. Use when creating new skills based on handbook co

Run measurement-led React and Next.js performance audits for waterfalls, bundle size, RSC/server-client boundaries, hydration mismatch, rerender churn, script cost, and slow page interactions. Use whe

Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make

Salesforce debug log analysis and troubleshooting with 100-point scoring. TRIGGER when: user analyzes debug logs, hits governor limits, reads stack traces, or touches .log files from Salesforce orgs.

Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal dat

Analyzes competitors using web research to provide verified business metrics, actionable leverage strategies, and predicted next moves. Use when user needs competitive intelligence, competitor analysi

Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when someone asks to annotate units in a codebase, perform a dimensional analysis, or fin

Manage MCP servers - discover, analyze, execute tools/prompts/resources. Use for MCP integrations, capability discovery, tool filtering, programmatic execution, or encountering context bloat, server c

Earnings analysis — pre- and post-earnings. Pre-earnings preview: prior-guidance review, recent-events tracking, last call's Q&A, and a key-things-to-watch framework for an upcoming release. Post-earn

Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use when encountering nil panics, append aliasing, map concurrent access, float comparison pitfalls, or zero

Use when writing or reviewing documentation for Go packages, types, functions, or methods. Also use proactively when creating new exported types, functions, or packages, even if the user doesn't expli

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processe

Use when reviewing Go code or checking code against community style standards. Also use proactively before submitting a Go PR or when reviewing any Go code changes, even if the user doesn't explicitly

Use when setting up linting for a Go project, configuring golangci-lint, or adding Go checks to a CI/CD pipeline. Also use when starting a new Go project and deciding which linters to enable, even if

Use when writing, reviewing, or improving Go test code — including table-driven tests, subtests, parallel tests, test helpers, test doubles, and assertions with cmp.Diff. Also use when a user asks to

Salesforce debug log analysis and troubleshooting with 100-point scoring. TRIGGER when: user analyzes debug logs, hits governor limits, reads stack traces, or touches .log files from Salesforce orgs.

SOQL query generation, optimization, and analysis with 100-point scoring. TRIGGER when: user writes, optimizes, or debugs SOQL/SOSL queries, touches .soql files, or asks about relationship queries, ag

Filesystem RAG benchmarks: corpus/, train.json, evaluate_rag.py (RAGAS quality). Not for prod monitoring, latency/throughput benchmarking (use rag-perf), or evals outside this repo layout.

Turns rough ideas into approved, decision-complete plans with validated structure before coding. Use when users ask in any language for planning, architecture, design direction, feasibility, value jud

对AI生成的测试用例进行八维评审（完整性、正确性、可执行性、风险覆盖、规范性、一致性、追溯性、冗余度），是AI生成用例后的第一个质量门禁。当AI刚刚生成了一大批测试用例、你需要确保这些用例真的有价值而不是"看起来不错"时，应当使用此技能。不要假设AI输出的都是对的——AI经常生成语义正确但实际操作不了的用例。每个维度评分低于7分的必须标注问题并使用MISSING/WRONG/VAGUE等规范格式标

公众号账号诊断工具是对任意公众号账号进行四维度量化评分（内容健康度、用户活跃度、内容核心数据、运营规范性），对标行业平均水平，输出可落地的运营优化建议。

通过交互式需求分析生成完整的 PRD 文档。基于领域知识库进行结构化提问和数据流推导，确保需求理解和数据流的完整性。仅当用户要「生成 PRD/需求文档」时使用；分析现有代码库请用 analyze。

AI-driven health checkup report interpreter. Input report images, indicator values, or natural language descriptions to generate interactive HTML visualization reports with comprehensive indicator int

Multi-model peer review layer using local LLMs via Ollama to catch errors in cloud model output. Fan-out critiques to 2-3 local models, aggregate flags, synthesize consensus. Use when: validating tra

Formale Programmableitung / Formal Program Derivation: Architektur-Ermittlung, Abstraktionsschichten, Metriken (CC, LCOM, Kopplung, Kohäsion, Vendor Lock-in, SoC, Leaky Abstractions). Lade diesen Skil

劳动合同逐条审查与风险标注技能。当用户提到劳动合同审查、合同条款分析、试用期是否合法、竞业限制、薪资条款、合同陷阱、签合同注意事项、二倍工资、无固定期限合同等场景时使用此技能。支持合同条款合规性检查、风险等级标注、修改建议生成、审查报告输出。适用于劳动者签约前合同审查和在职期间合同风险排查。

全学科错题分析技能，提供单题深度分析、整卷失分分析、变式题生成、错题分类讲评四大能力。 支持文字/文件输入（图片、PDF等，PDF自动转图片后使用多模态模型识别，不使用本地OCR）。 覆盖基础教育和职业教育（机电、计算机、会计、护理、汽修、建筑、旅游、电商等）8+专业。 触发场景：上传错题/试卷要求分析、要求出变式题/针对性练习、请求讲评建议或错题分类。 关键词：错题分析、试卷分析、失分地图、变式

Autonomous optimizer skill for Wesley — reads Binance trading performance every 6 hours, analyzes win rate and strategy metrics, then safely tunes executor.py parameters (OBI thresholds, Kelly factor,

Evaluate Claude skill quality through auditing

Execute→Review→Advance 三步循环执行框架。增强步骤规划能力、增强语义理解；明确空转/重试/换思路/求助完整流转规则；最多重试3次、最多空转3次强制约束。

个股及 ETF 标的基本面与技术面综合分析 SOP（支持 A 股、港股及美股）。融合真实 EPS 核算、多模型目标市值测算、财务三大表、20+ 项确定性技术指标及大势环境校准，输出标准化《标的量化投研报告》。当用户需要深度分析个股、评估公司基本面估值、计算目标价、分析财报或量化技术面时触发（包含触发词：个股分析, 基本面研究, 估值测算, 财报透视, 目标市值, asset analysis, v