GitHub
critique-calculation
Critically analyze a calculated parameter for academic rigor. Checks methodology, identifies weaknesses, suggests improvements for economist audiences.
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测试与安全 AI 技能
发现 测试与安全 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
replace-hardcoded-values
Systematically finds and replaces hardcoded numbers in QMD files with variables from _variables.yml. Use when auditing book for consistency.
☆ 2查看技能
GitHub
latex-equation-audit
Systematically find calculated variables that have corresponding _latex equations and add them where appropriate. Uses Ralph Loop for iterative processing.
☆ 2查看技能
GitHub
verify-and-add-sources
Verifies claims have proper citations, searches for sources if needed, and adds them to references.bib. Use when making factual claims or adding statistics.
☆ 2查看技能
GitHub
manage-publications
Manage academic paper publication workflows - track publication status across platforms (Zenodo, SSRN, arXiv, journals), generate PDFs, and update publication URLs in Quarto configs
☆ 2查看技能
GitHub
layer-testing
Generate comprehensive tests for architectural layers with coverage-first analysis. Use when testing specific layers (core, domain, application, infrastructure, boundary). Reads testing strategy from playbook o...
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GitHub
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
☆ 2查看技能
GitHub
mermaid-diagrams
Create Mermaid diagrams. ONLY use when user explicitly says "Mermaid". NOT for general diagrams, schemas, ASCII art, or wireframes.
☆ 2查看技能
GitHub
submodule-setup
This skill should be used when the user asks to "set up submodules", "migrate branches to submodules", "automate submodule sync", "create submodule architecture", "convert branches to repos", or mentions settin...
☆ 2查看技能
GitHub
excellence-skill-creator
Create opinionated, anti-slop skills that encode taste. NOT for: general skill structure, reference guides, procedural docs (use skill-creator instead). USE for: frontend-design, cli-design, system-architecture...
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GitHub
system-architecture
Design systems with appropriate complexity—no more, no less. Use this skill when the user asks to architect applications, design system boundaries, or make structural decisions. Generates pragmatic architecture...
☆ 2查看技能
GitHub
sync-claude-md
Synchronize project CLAUDE.md with recent codebase changes by analyzing git history, reviewing against official Anthropic best practices using parallel agents, and proposing comprehensive updates. Use when CLAU...
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GitHub
iaqi
Iteratively improve artifacts via parallel reviewers with anchor-based drift prevention. NOT for: one-shot edits, simple fixes, tasks without measurable quality. USE for: skills, prompts, commands, agents needi...
☆ 2查看技能
GitHub
cli-design
Create distinctive, user-respecting command-line interfaces with exceptional UX. Use this skill when the user asks to build CLI tools, scripts, or terminal applications. Generates well-crafted CLIs that follow...
☆ 2查看技能
GitHub
mega-plan
Turn discussions into executable, self-contained implementation plans. USE for: multi-file features, architectural changes, unfamiliar tech requiring research, handoff to future sessions or other agents. SKIP f...
☆ 2查看技能
GitHub
minimal-build
Build Python/K8s/AWS with minimal code. Every line is a liability. Use on 'build', 'implement', 'add', 'create', 'deploy'. Prioritizes deletion, reuse, and configuration over new code.
☆ 2查看技能
GitHub
code-review
Ruthless code review for Python, Kubernetes, and AWS. Hunts for downstream problems, security issues, and unnecessary complexity. Triggers on "review", "check", "audit", "what could go wrong".
☆ 2查看技能
GitHub
airflow
Airflow DAG patterns, KubernetesPodOperator, and debugging. Triggers on "dag", "airflow", "task", "operator", "KPO", "scheduler", "XCom".
☆ 2查看技能
GitHub
steampipe-aws
Query AWS infrastructure using steampipe SQL. Triggers on "what resources", "find instances", "list buckets", "show IAM", "audit AWS", "security groups", or any AWS resource discovery task.
☆ 2查看技能
GitHub
code-review
Ruthless code review for Python, Kubernetes, and AWS. Hunts for downstream problems, security issues, and unnecessary complexity. Use on 'review', 'check', 'audit', 'what could go wrong'.
☆ 2查看技能
GitHub
python-uv
Python policy: uv-first, PEP 723 scripts, run via uv run
☆ 2查看技能
GitHub
aws-iam
Create and debug AWS IAM policies with least-privilege. Use on 'IAM policy', 'permission denied', 'access denied', 'not authorized', 'create role'.
☆ 2查看技能
GitHub
minimal-build
Build Python/K8s/AWS with minimal code. Every line is a liability. Triggers on "build", "implement", "add", "create", "deploy". Prioritizes deletion, reuse, and configuration over new code.
☆ 2查看技能
GitHub
k8s-troubleshoot
Debug Kubernetes issues using kubectl, logs, events, and resource inspection. Use on 'pod not starting', 'crash loop', 'OOMKilled', 'debug k8s', 'why is pod failing'.
☆ 2查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。