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judge/references/ai-skills.md
skillfactor-pipeline 8b4dc0d3d7 feat: judge skill package v0.1.0
2026-08-14 17:34:17 +02:00

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External AI agent skills — judge

Proven, publicly available AI agent skills mapped to this occupation. Nothing is copied from the sources: every entry is a name, a one-line summary and a link to the upstream skill package. Each section names its source repository, commit, license and retrieval date.

Tiers: core = the skill directly exercises a top market hard skill, tool or method (from gated job-ad evidence) or an essential ESCO competence of this occupation; adjacent = plausibly useful, secondary. Entries are capped at 12 per source and 80 in total per occupation (core first, strongest matches survive); everything beyond the caps is excluded and logged in the pipeline audit trail, not in this package.

Matched deterministically (ISCO group + title/competence keywords, tiered against market evidence + ESCO essentials) by pipeline/p5_enrich_ai_skills.py on 2026-07-14.

Source: anthropics/skills

  • Repository: https://github.com/anthropics/skills (commit f6656c1, retrieved 2026-07-14)
  • License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
Skill Tier What it adds Upstream
docx adjacent Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … source
pdf adjacent Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … source

Source: wshobson/agents

Skill Tier What it adds Upstream
employment-contract-templates adjacent Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation. source
gdpr-data-handling adjacent Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews. source

Source: a5c-ai/babysitter

Skill Tier What it adds Upstream
clinical-decision-support-rules core Develop and maintain clinical decision support rules including alerts, reminders, order sets, and evidence-based recommendations within EHR systems source
quality-assurance-review core Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards source
test-driven-development core Strict RED-GREEN-REFACTOR cycle enforcement. Tests are never skipped or deferred. Run mode only, never watch mode. Exit code evidence mandatory. source
session-memory adjacent Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end. source
code-review-patterns adjacent Multi-dimensional code assessment across security, quality, performance, and maintainability with confidence-gated reporting (>=80%) and Router Contract generation. source
slither-analysis adjacent Expert integration with Slither static analyzer for smart contract vulnerability detection, code quality analysis, and security reporting. Supports all Slither detectors and custom analysis configurations. source
bug-bounty adjacent Bug bounty program management and security disclosure expertise for smart contracts. Covers program setup on Immunefi, vulnerability triage, responsible disclosure coordination, bounty payments, and post-disclosure analysis. source
constitution-creation adjacent Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints. source
echidna-fuzzer adjacent Property-based testing and fuzzing using Echidna for smart contracts. Includes invariant definition, corpus management, coverage analysis, and CI/CD integration for comprehensive security testing. source
Smart Contract Analysis Skill adjacent Ethereum and blockchain smart contract security analysis source

Source: affaan-m/everything-claude-code

Skill Tier What it adds Upstream
hexagonal-architecture adjacent Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services. source
agentic-os adjacent Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases. source

Source: ahacker-1/cre-agent-skills

Skill Tier What it adds Upstream
cre-legal adjacent CRE Legal review suite — 6 specialist skills for PSA review, title & survey analysis, estoppel tracking, loan document review, insurance coordination, and transfer document preparation for multifamily acquisitions. source

Source: alirezarezvani/claude-code-skill-factory

Skill Tier What it adds Upstream
tech-stack-evaluator adjacent Comprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent recommendations for engineering teams source

Source: alirezarezvani/claude-skills

Skill Tier What it adds Upstream
patent core Patent prior-art and landscape intelligence skill — not generic patent help. Commits to one of five sub-use-cases via forcing intake (novelty search / freedom-to-operate / competitive landscape / acquisition diligence / litigation … source
gc-review adjacent /cs:gc-review — General Counsel interrogation of contracts, IP, regulatory, term sheets, and employment-law surface. Use when reviewing a term sheet before signing, redlining a customer MSA, or checking IP assignment and regulatory … source

Source: anbeime/skill

Skill Tier What it adds Upstream
law-to-markdown adjacent 将法条/规范文件（.txt/.docx/.pdf）转为 Markdown。适用于用户要求“法条转 markdown”“pdf/docx 转 markdown”。处理 .pdf/.docx 时先检查是否已安装 mineru-ocr skill；未安装先引导安装，安装后优先用 mineru-ocr；仅在用户明确同意时再用本地回退方案。 source
contract-review adjacent Contract review skill that adds comment-based issue annotations without changing original text. Enforces a three-layer review (basic, business, legal), writes structured comments (issue type, risk reason, revision suggestion) with risk … source

Source: avelikiy/great_cto

Skill Tier What it adds Upstream
test-strategy adjacent Coverage-design method for qa-engineer — pyramid ratios per archetype, equivalence/boundary/property case selection, mutation score as the real coverage signal, and a flake-quarantine policy. Turns "coverage is 90%" (a number with no … source

Source: bitwize-music-studio/claude-ai-music-skills

Skill Tier What it adds Upstream
researchers-legal core Researches court documents, indictments, plea agreements, and sentencing records. Use when the album subject involves legal proceedings or criminal cases. source

Source: brycewang-stanford/Auto-Empirical-Research-Skills

Skill Tier What it adds Upstream
law-skills core 9 legal research skills. Trigger: legal research, case law analysis, regulatory compliance. Design: legal databases, citation networks, and judicial analytics tools. source
legal-research-guide core Legal research methods, case law analysis, and compliance tools source
legal-nlp-guide core NLP techniques for legal text analysis, case law mining, and contracts source
legal-agent-skills-guide core Agent skills collection for legal research and automation source
f5 core Humanization Quality Verifier - Ensures transformation integrity and quality Validates that humanization preserves meaning, citations, and academic standards Use when: after G6 transformation, before final export, for quality assurance … source
courtlistener-api adjacent Legal case law database with PACER data and judge profiles source
opencontracts-guide adjacent Legal document annotation, versioning, and analysis platform source

Source: davila7/claude-code-templates

Skill Tier What it adds Upstream
code-review-excellence adjacent Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. source
internet-court adjacent The trust layer for agent-to-agent commerce — natural-language mandates, delegated permissions (ERC-7710), x402 payments, escrow, and dispute resolution as one open, catch-all skill. Use for agent mandates, delegated permissions, GenLayer … source
kaizen adjacent Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements. source
lint-and-validate adjacent Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis. source

Source: foryourhealth111-pixel/Vibe-Skills

Skill Tier What it adds Upstream
deslop adjacent Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of AI-written code, not for broad code review, security audit, TDD, or final … source

Source: giuseppe-trisciuoglio/developer-kit

Skill Tier What it adds Upstream
unit-test-boundary-conditions adjacent Provides edge case, corner case, boundary condition, and limit testing patterns for Java unit tests. Validates minimum/maximum values, null cases, empty collections, numeric overflow/underflow, floating-point precision, and off-by-one … source
memory-md-management adjacent Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, improve, fix, maintain, or validate … source

Source: infrasity-labs/dev-gtm-claude-skills

Skill Tier What it adds Upstream
law-of-common-region adjacent Apply the Law of Common Region to group elements using containers, backgrounds, and boundaries. source
millers-law adjacent Apply Miller's Law — chunk information into groups of ~4 to work within working memory limits. source

Source: jabrena/plinth

Skill Tier What it adds Upstream
130-java-testing-strategies adjacent Use when you need to apply testing strategies for Java code — RIGHT-BICEP to guide test creation, A-TRIP for test quality characteristics, or CORRECT for verifying boundary conditions. This should trigger for requests such as Review Java … source
701-technologies-openapi adjacent Use when you need framework-agnostic OpenAPI 3.x guidance — spec structure, metadata and versioning, paths and operations, reusable schemas, security schemes, examples, documentation quality, contract validation (e.g. Spectral), … source

Source: jeremylongshore/claude-code-plugins-plus-skills

Skill Tier What it adds Upstream
find-law-firm core Use whenever the user wants to find, shortlist, vet, or enrich US B2B law firms — corporate, IP/patent, M&A and securities, employment, commercial litigation, regulatory/compliance, data privacy/cyber, real estate, and tax. Triggers on … source
audit adjacent Use when the user wants a code review on recent changes — quality, spec, security, or performance feedback. Triggers a multi-level (L1-L5) review with a standalone Reviewer; on NEEDS_FIX, offers to apply findings via /hyperflow:plan. … source
brightdata-core-workflow-b adjacent Execute Bright Data secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "brightdata secondary workflow", "secondary task with brightdata". source
framer-core-workflow-b adjacent Execute Framer secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "framer secondary workflow", "secondary task with framer". source
generating-test-data adjacent Generate realistic test data including edge cases and boundary conditions. Use when creating realistic fixtures or edge case test data. Trigger with phrases like "generate test data", "create fixtures", or "setup test database". source
grammarly-core-workflow-b adjacent Execute Grammarly secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "grammarly secondary workflow", "secondary task with grammarly". source
hex-core-workflow-b adjacent Execute Hex secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "hex secondary workflow", "secondary task with hex". source
hootsuite-core-workflow-b adjacent Execute Hootsuite secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "hootsuite secondary workflow", "secondary task with hootsuite". source
ink adjacent Content Marketing engineer — blog strategy, SEO, thought leadership, developer content, case studies, and content calendar. source
plugin-auditor adjacent Audit automatically audits AI assistant code plugins for security vulnerabilities, best practices, AI assistant.md compliance, and quality standards when user mentions audit plugin, security review, or best practices check. specific to AI … source
grammarly-security-basics adjacent Security fundamentals for Grammarly API credential management. Use when setting up secure authentication and token handling for Grammarly integrations. source
recording-pentest-engagement adjacent Package an engagement's findings, scan outputs, evidence, and signed ROE into a timestamped archive with a SHA-256 manifest covering every file. Establishes chain of custody so legal counsel, internal audit, or an outside SOC can verify … source

Source: mohitagw15856/pm-claude-skills

Skill Tier What it adds Upstream
redundancy-consultation adjacent Structure a redundancy consultation process and draft key communications (UK employment law focus). Use when asked to plan a redundancy process, write a redundancy letter, structure a consultation, or manage a reduction in force. Produces … source
legal-brief adjacent Draft a structured legal brief, case summary, or legal argument outline. Use when asked to write a legal brief, case note, legal memo, argument outline, or position paper. Produces a structured document using IRAC format (Issue, Rule, … source
clinical-case-summary adjacent Write a structured clinical case summary or case presentation. Use when asked to write a clinical case summary, case presentation, patient case report, or clinical handover. Produces a structured summary using SBAR or SOAP format. For … source
devils-twin adjacent The strongest possible case AGAINST what you just wrote — argued to win, not to check a box. Use when a document is about to ship and everyone around it already agrees: the twin writes the opposition's best memo (not a critique of yours), … source
strategy-memo adjacent Write a strategy memo that commits to a bet and says what you won't do. Use when asked to write a strategy memo, articulate a strategy, make the case for a strategic direction, or align the team on where to focus. Produces a strategy memo … source
ai-usage-policy adjacent Write an AI usage policy people can actually follow — approved tools, data rules, disclosure duties, and review obligations, in one page instead of legal fog. Use when asked for a company AI policy, acceptable-use rules for … source
contract-review adjacent Review and summarise any contract or legal agreement. Use when asked to review a contract, check an agreement, flag legal risks, or summarise key clauses. Produces a structured review with key terms, flagged clauses, risk rating, and plain … source

Source: mukul975/Anthropic-Cybersecurity-Skills

Skill Tier What it adds Upstream
implementing-gdpr-data-protection-controls adjacent The General Data Protection Regulation (EU) 2016/679 (GDPR) is the EU's comprehensive data protection law governing the collection, processing, storage, and transfer of personal data. This skill cover source
performing-endpoint-forensics-investigation adjacent Performs digital forensics investigation on compromised endpoints including memory acquisition, disk imaging, artifact analysis, and timeline reconstruction. Use when investigating security incidents, collecting evidence for legal … source
analyzing-outlook-pst-for-email-forensics adjacent Analyze Microsoft Outlook PST and OST files for email forensic evidence including message content, headers, attachments, deleted items, and metadata using libpff, pst-utils, and forensic email analysis tools for legal investigations and … source

Source: nexu-io/open-design

Skill Tier What it adds Upstream
clinical-case-report adjacent Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiologically accurate vitals, labs, and evidence-based plans. Use when the brief mentions … source
codex-interactive-capability-map adjacent Turn a long-form article, thread, memo, or product narrative into a compact clickable capability map with a workflow loop, use-case matrix, and responsive detail panel. source

Source: open-gitagent/opengap

Skill Tier What it adds Upstream
code-review adjacent Reviews code diffs and files for security vulnerabilities (OWASP Top 10), error handling, complexity, naming conventions, and performance issues. Use when the user asks to review a PR, pull request, diff, merge request, or code changes. source

Source: OpenSenseNova/SenseNova-Skills

Skill Tier What it adds Upstream
dynamic-large-file-parquet-analysis core 动态统计Excel总行数，当数据量过大（≥10000行）时自动转换为Parquet格式加速读取，并对指定目标列进行条件筛选、分类汇总与结果导出，适用于超大体积Excel文件的快速读取与统计分析。 source
dynamic-percentage-and-large-file-analysis core 根据文件行数动态切换大文件处理策略（Parquet转换），通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量，最终输出结构化Excel报告及可视化图表。 source
large-file-kpi-analysis core 根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。 source
large-file-parquet-analysis-and-highlight core 当Excel文件总行数超过1万行时，通过转换为Parquet格式提升读取性能，提取目标指标并计算最大值，最后将结果输出为Excel并对特定行进行高亮标注。 source
multi-file-excel-parquet-analysis core 读取多 Sheet Excel 文件并统计规模，支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成。 source
range-reading-and-large-file-analysis core 读取多 Sheet Excel 文件，根据数据量动态选择处理策略，支持特定区域数据提取、大文件 Parquet 转换、统计分析及可视化图表生成。 source
sn-da-large-file-analysis core 万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。遇到以下任一情况就主动使用本 skill：①数据行数 ≥ 10k（由 sn-da-excel-workflow 的行数评估步骤触发）；②用户出现触发词：大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / … source

Source: rsmdt/the-startup

Skill Tier What it adds Upstream
code-quality-review adjacent Unified code review skill for correctness, design, readability, security, performance, testability, accessibility, and error-handling conventions. Use when reviewing changes, enforcing quality standards, or identifying technical debt. source

Source: samber/cc-skills-golang

Skill Tier What it adds Upstream
golang-continuous-integration adjacent CI/CD pipeline configuration using GitHub Actions for Golang projects — testing, linting, SAST, security scanning, code coverage, Dependabot, Renovate, GoReleaser, code review automation, and release pipelines. Use when setting up or … source

Source: trailofbits/skills

Skill Tier What it adds Upstream
audit-prep-assistant adjacent Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (flowcharts, user … source
trailmark adjacent Builds and queries multi-language source code graphs for security analysis. Includes pre-analysis passes for blast radius, taint propagation, privilege boundaries, and entry point enumeration. Use when analyzing call paths, mapping attack … source

Source: vibeeval/vibecosystem

Skill Tier What it adds Upstream
saas-launch-checklist adjacent Pre-launch verification across infrastructure, security, legal, payment, email, analytics, and performance. Day-1 monitoring, rollback plan, incident response skeleton, and post-launch week-1 checklist. source

Source: wondelai/skills

Skill Tier What it adds Upstream
team-topologies adjacent Organize business and technology teams for fast flow using Skelton & Pais''s "Team Topologies". Use when the user mentions "team topologies", "Conway''s law", "platform team", "stream-aligned team", "team boundaries", "cognitive load", … source