feat: judge skill package v0.1.0

2026-08-14 17:34:17 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — judge
+
+Where the content of this skill package comes from, counted by
+content items (tasks, competences, tools, evidence entries, curated
+knowledge). Rendered live by Gitea:
+
+```mermaid
+%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
+pie showData
+    title Content sources — judge
+    "ESCO (occupation & competences)" : 42
+    "O*NET (tasks & tools)" : 50
+    "Job boards (market evidence)" : 36
+    "Anthropic official Claude skills" : 5
+    "External AI skill packs (mapped)" : 156
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 42 | 14.5 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 50 | 17.3 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 36 | 12.5 % | references/market.md (full report) + "Market evidence" headline sections |
+| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
+| Anthropic official Claude skills | 5 | 1.7 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 156 | 54.0 % | references/ai-skills.md (per-source attribution inside) |
+| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
+
+Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
+job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
+paraphrased with source URLs — never copied · external AI skills are
+linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,53 @@
+---
+name: judge
+description: "Occupational skill for the role 'judge' (also: adjudicator, recorder, investigating magistrate, inquisitorial magistrate, appeal court judge, high court judge). Use when the user asks for typical judge work such as: Issue arrest warrants.; Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.; Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes."
+---
+
+# Judge
+
+Judges preside over, review and handle court cases, hearings, appeals and trials. They ensure that court procedures conform to conventional legal processes and review evidence and juries. Judges preside over cases involving such areas as crime, family issues, civil law, small claims and juvenile offenses.
+
+## Core workflow
+
+1. Issue arrest warrants.
+2. Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.
+3. Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes.
+4. Rule on admissibility of evidence and methods of conducting testimony.
+5. Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.
+6. Read documents on pleadings and motions to ascertain facts and issues.
+7. Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law.
+8. Monitor proceedings to ensure that all applicable rules and procedures are followed.
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- civil law
+- civil process order
+- court procedures
+- hear legal arguments
+- interpret law
+- legal terminology
+- maintain court order
+- observe confidentiality
+- private law
+- show impartiality
+- supervise court hearings
+
+## Hot technologies
+
+- Adobe Acrobat
+- Microsoft Outlook
+- Microsoft Office software
+- Microsoft PowerPoint
+- Microsoft Excel
+- Microsoft Word
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/07bd65d7-c13f-443a-bdf6-88903f3822be), O*NET 30.3 (23-1023.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,232 @@
+{
+  "name": "judge",
+  "title": "judge",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/07bd65d7-c13f-443a-bdf6-88903f3822be",
+    "esco_code": "2612.1",
+    "isco_group": "2612",
+    "onet_soc": "23-1023.00",
+    "crosswalk_match": "exactMatch"
+  },
+  "sources": [
+    {
+      "name": "ESCO",
+      "version": "1.2.1",
+      "url": "https://esco.ec.europa.eu/"
+    },
+    {
+      "name": "O*NET",
+      "version": "30.3",
+      "url": "https://www.onetcenter.org/",
+      "license": "CC BY 4.0"
+    }
+  ],
+  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
+  "counts": {
+    "tasks": 21,
+    "dwas": 13,
+    "skills_essential": 11,
+    "skills_optional": 30,
+    "software": 15
+  },
+  "enrichment_ai_skills": {
+    "generated": "2026-07-14",
+    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
+    "sources": {
+      "anthropics/skills": {
+        "repo": "https://github.com/anthropics/skills",
+        "commit": "f6656c1",
+        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
+        "skills": 2
+      },
+      "wshobson/agents": {
+        "repo": "https://github.com/wshobson/agents",
+        "commit": "6fd3247",
+        "license": "MIT (c) Seth Hobson",
+        "skills": 2
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 7
+      },
+      "bitwize-music-studio/claude-ai-music-skills": {
+        "repo": "https://github.com/bitwize-music-studio/claude-ai-music-skills",
+        "commit": "96446de",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 12
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 10
+      },
+      "OpenSenseNova/SenseNova-Skills": {
+        "repo": "https://github.com/OpenSenseNova/SenseNova-Skills",
+        "commit": "d8bb438",
+        "license": "MIT",
+        "skills": 7
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 2
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 7
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "infrasity-labs/dev-gtm-claude-skills": {
+        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
+        "commit": "02cfefb",
+        "license": "MIT",
+        "skills": 2
+      },
+      "anbeime/skill": {
+        "repo": "https://github.com/anbeime/skill",
+        "commit": "ddad607",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 2
+      },
+      "wondelai/skills": {
+        "repo": "https://github.com/wondelai/skills",
+        "commit": "326b380",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "trailofbits/skills": {
+        "repo": "https://github.com/trailofbits/skills",
+        "commit": "cfe5d7b",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 2
+      },
+      "open-gitagent/opengap": {
+        "repo": "https://github.com/open-gitagent/opengap",
+        "commit": "d7a8e2e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ahacker-1/cre-agent-skills": {
+        "repo": "https://github.com/ahacker-1/cre-agent-skills",
+        "commit": "618734e",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "samber/cc-skills-golang": {
+        "repo": "https://github.com/samber/cc-skills-golang",
+        "commit": "4881c01",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 2
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-code-skill-factory": {
+        "repo": "https://github.com/alirezarezvani/claude-code-skill-factory",
+        "commit": "ba18b31",
+        "license": "MIT",
+        "skills": 1
+      },
+      "avelikiy/great_cto": {
+        "repo": "https://github.com/avelikiy/great_cto",
+        "commit": "4fe1e39",
+        "license": "MIT",
+        "skills": 1
+      },
+      "giuseppe-trisciuoglio/developer-kit": {
+        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
+        "commit": "306f428",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 4
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 2
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 18,
+      "adjacent": 62
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 42,
+      "onet": 50,
+      "jobads": 36,
+      "wiki_ai": 0,
+      "anthropic": 5,
+      "ai_skills": 156,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 14.5,
+      "onet": 17.3,
+      "jobads": 12.5,
+      "wiki_ai": 0.0,
+      "anthropic": 1.7,
+      "ai_skills": 54.0,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,314 @@
+# 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](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](https://github.com/anthropics/skills/tree/main/skills/docx) |
+| `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](https://github.com/anthropics/skills/tree/main/skills/pdf) |
+
+## Source: wshobson/agents
+
+- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14)
+- License: MIT (c) Seth Hobson
+
+| 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](https://github.com/wshobson/agents/tree/main/plugins/hr-legal-compliance/skills/employment-contract-templates) |
+| `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](https://github.com/wshobson/agents/tree/main/plugins/hr-legal-compliance/skills/gdpr-data-handling) |
+
+## Source: a5c-ai/babysitter
+
+- Repository: [https://github.com/a5c-ai/babysitter](https://github.com/a5c-ai/babysitter) (commit `44a5d58b`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-decision-support-rules) |
+| `quality-assurance-review` | core | Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/quality-assurance-review) |
+| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/cc10x/skills/test-driven-development) |
+| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/cc10x/skills/session-memory) |
+| `code-review-patterns` | adjacent | Multi-dimensional code assessment across security, quality, performance, and maintainability with confidence-gated reporting (>=80%) and Router Contract generation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/cc10x/skills/code-review-patterns) |
+| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/cryptography-blockchain/skills/slither-analysis) |
+| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/cryptography-blockchain/skills/bug-bounty) |
+| `constitution-creation` | adjacent | Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/spec-kit/skills/constitution-creation) |
+| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/cryptography-blockchain/skills/echidna-fuzzer) |
+| `Smart Contract Analysis Skill` | adjacent | Ethereum and blockchain smart contract security analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/security-research/skills/smart-contract-analysis) |
+
+## Source: affaan-m/everything-claude-code
+
+- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/hexagonal-architecture) |
+| `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](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/agentic-os) |
+
+## Source: ahacker-1/cre-agent-skills
+
+- Repository: [https://github.com/ahacker-1/cre-agent-skills](https://github.com/ahacker-1/cre-agent-skills) (commit `618734e`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| 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](https://github.com/ahacker-1/cre-agent-skills/tree/618734e/claude-code-plugins/cre-legal) |
+
+## Source: alirezarezvani/claude-code-skill-factory
+
+- Repository: [https://github.com/alirezarezvani/claude-code-skill-factory](https://github.com/alirezarezvani/claude-code-skill-factory) (commit `ba18b31`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/alirezarezvani/claude-code-skill-factory/tree/ba18b31/generated-skills/tech-stack-evaluator) |
+
+## Source: alirezarezvani/claude-skills
+
+- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/alirezarezvani/claude-skills/tree/0241f43/research/patent/skills/patent) |
+| `gc-review` | adjacent | /cs:gc-review <plan> — 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](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/c-level-agents/skills/gc-review) |
+
+## Source: anbeime/skill
+
+- Repository: [https://github.com/anbeime/skill](https://github.com/anbeime/skill) (commit `ddad607`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| 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](https://github.com/anbeime/skill/tree/ddad607/skills/legal-assistant-skills-main/law-to-markdown) |
+| `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](https://github.com/anbeime/skill/tree/ddad607/skills/legal-assistant-skills-main/contract-review) |
+
+## Source: avelikiy/great_cto
+
+- Repository: [https://github.com/avelikiy/great_cto](https://github.com/avelikiy/great_cto) (commit `4fe1e39`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/avelikiy/great_cto/tree/4fe1e39/skills/test-strategy) |
+
+## Source: bitwize-music-studio/claude-ai-music-skills
+
+- Repository: [https://github.com/bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills) (commit `96446de`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| 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](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/researchers-legal) |
+
+## Source: brycewang-stanford/Auto-Empirical-Research-Skills
+
+- Repository: [https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills) (commit `85bf545`, retrieved 2026-07-14)
+- License: CC-BY-4.0
+
+| 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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law) |
+| `legal-research-guide` | core | Legal research methods, case law analysis, and compliance tools | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law/legal-research-guide) |
+| `legal-nlp-guide` | core | NLP techniques for legal text analysis, case law mining, and contracts | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law/legal-nlp-guide) |
+| `legal-agent-skills-guide` | core | Agent skills collection for legal research and automation | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law/legal-agent-skills-guide) |
+| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/f5) |
+| `courtlistener-api` | adjacent | Legal case law database with PACER data and judge profiles | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law/courtlistener-api) |
+| `opencontracts-guide` | adjacent | Legal document annotation, versioning, and analysis platform | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law/opencontracts-guide) |
+
+## Source: davila7/claude-code-templates
+
+- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/code-review-excellence) |
+| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/internet-court) |
+| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/kaizen) |
+| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/lint-and-validate) |
+
+## Source: foryourhealth111-pixel/Vibe-Skills
+
+- Repository: [https://github.com/foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills) (commit `34429a8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| 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](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/deslop) |
+
+## Source: giuseppe-trisciuoglio/developer-kit
+
+- Repository: [https://github.com/giuseppe-trisciuoglio/developer-kit](https://github.com/giuseppe-trisciuoglio/developer-kit) (commit `306f428`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-java/skills/unit-test-boundary-conditions) |
+| `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](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-core/skills/memory-md-management) |
+
+## Source: infrasity-labs/dev-gtm-claude-skills
+
+- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/law-of-common-region) |
+| `millers-law` | adjacent | Apply Miller's Law — chunk information into groups of ~4 to work within working memory limits. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/millers-law) |
+
+## Source: jabrena/plinth
+
+- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| 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](https://github.com/jabrena/plinth/tree/065eae8/skills/130-java-testing-strategies) |
+| `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](https://github.com/jabrena/plinth/tree/065eae8/skills/701-technologies-openapi) |
+
+## Source: jeremylongshore/claude-code-plugins-plus-skills
+
+- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-law-firm) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/hyperflow/skills/audit) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/brightdata-pack/skills/brightdata-core-workflow-b) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/framer-pack/skills/framer-core-workflow-b) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/testing/test-data-generator/skills/generating-test-data) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/grammarly-pack/skills/grammarly-core-workflow-b) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/hex-pack/skills/hex-core-workflow-b) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/hootsuite-pack/skills/hootsuite-core-workflow-b) |
+| `ink` | adjacent | Content Marketing engineer — blog strategy, SEO, thought leadership, developer content, case studies, and content calendar. | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/ink) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/examples/jeremy-plugin-tool/skills/plugin-auditor) |
+| `grammarly-security-basics` | adjacent | Security fundamentals for Grammarly API credential management. Use when setting up secure authentication and token handling for Grammarly integrations.  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/grammarly-pack/skills/grammarly-security-basics) |
+| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/security/penetration-tester/skills/recording-pentest-engagement) |
+
+## Source: mohitagw15856/pm-claude-skills
+
+- Repository: [https://github.com/mohitagw15856/pm-claude-skills](https://github.com/mohitagw15856/pm-claude-skills) (commit `876fa30`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-hr/skills/redundancy-consultation) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-legal/skills/legal-brief) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/clinical-case-summary) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-warroom/skills/devils-twin) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-business/skills/strategy-memo) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-aiwork/skills/ai-usage-policy) |
+| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-legal/skills/contract-review) |
+
+## Source: mukul975/Anthropic-Cybersecurity-Skills
+
+- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| 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](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-gdpr-data-protection-controls) |
+| `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](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-endpoint-forensics-investigation) |
+| `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](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-outlook-pst-for-email-forensics) |
+
+## Source: nexu-io/open-design
+
+- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| 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](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/clinical-case-report) |
+| `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](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/codex-interactive-capability-map) |
+
+## Source: open-gitagent/opengap
+
+- Repository: [https://github.com/open-gitagent/opengap](https://github.com/open-gitagent/opengap) (commit `d7a8e2e`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/open-gitagent/opengap/tree/d7a8e2e/examples/standard/skills/code-review) |
+
+## Source: OpenSenseNova/SenseNova-Skills
+
+- Repository: [https://github.com/OpenSenseNova/SenseNova-Skills](https://github.com/OpenSenseNova/SenseNova-Skills) (commit `d8bb438`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-table-styling/table-theme-styling) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-data-statistics/percentage-calculation) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-cell-coloring/category-coloring) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-reading/multi-file-reading) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-reading/range-reading) |
+| `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](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-large-file-analysis) |
+
+## Source: rsmdt/the-startup
+
+- Repository: [https://github.com/rsmdt/the-startup](https://github.com/rsmdt/the-startup) (commit `ff6a0be`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/quality/code-quality-review) |
+
+## Source: samber/cc-skills-golang
+
+- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-continuous-integration) |
+
+## Source: trailofbits/skills
+
+- Repository: [https://github.com/trailofbits/skills](https://github.com/trailofbits/skills) (commit `cfe5d7b`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| 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](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/building-secure-contracts/skills/audit-prep-assistant) |
+| `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](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/trailmark/skills/trailmark) |
+
+## Source: vibeeval/vibecosystem
+
+- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/saas-launch-checklist) |
+
+## Source: wondelai/skills
+
+- Repository: [https://github.com/wondelai/skills](https://github.com/wondelai/skills) (commit `326b380`, retrieved 2026-07-14)
+- License: MIT
+
+| 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](https://github.com/wondelai/skills/tree/326b380/team-topologies) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,83 @@
+# Market evidence report — judge
+
+Source: **26 real job ads** (JSearch API, countries: us 26), extracted into the MSSQL evidence store; as of 2026-07-14.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 14 | 54 % |
+| n/a | 9 | 35 % |
+| lead | 2 | 8 % |
+| senior | 1 | 4 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | legal research | 9 | 35 % |
+| 2 | litigation | 4 | 15 % |
+| 3 | case management | 3 | 12 % |
+| 4 | criminal law | 3 | 12 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Regional breakdown
+
+> **Corpus note:** 26 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+**Insufficient evidence** — 26 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### UK (gb)
+
+**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### EU/DACH (de, at, ch, nl)
+
+**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+
+## Job title variants in the market
+
+| Title | Ads |
+|---|---|
+| ADMINISTRATIVE LAW JUDGE | 3 |
+| Immigration Judge | 2 |
+| Municipal Court Judge | 2 |
+| U.S. Bankruptcy Judge | 2 |
+| Adjudicator - Remote | 1 |
+| Adjudicator for Immigration Cases | 1 |
+| Bankruptcy Judge, Middle District of Florida at Tampa | 1 |
+| Court Commissioner | 1 |
+| Judge | 1 |
+| Judge Pro Tempore | 1 |
+| Lead Adjudicator | 1 |
+| Lead Personnel Security Specialist (Adjudicator) - Arlington, VA | 1 |
+| Magistrate | 1 |
+| Magistrate Court Judge & Community Leader (Mecklenburg) | 1 |
+| Personnel Security Analyst / Adjudicator – Mid w/ TS/SCI with FSP | 1 |
+| Senior Executive Vice President Adjudicator for Immigration Cases | 1 |
+| U.S. Magistrate Judge | 1 |
+| U.S. Magistrate Judge Civil & Criminal Pretrial Leader | 1 |
+| United States Magistrate Judge | 1 |
+| Workers' Compensation Judge - Public Service & Impact | 1 |
+| Workers’ Compensation Judge | 1 |
+
+Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
--- a/references/profile.md
+++ b/references/profile.md
@@ -0,0 +1,29 @@
+# Occupation profile — judge
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/07bd65d7-c13f-443a-bdf6-88903f3822be
+- **ESCO code:** 2612.1
+- **ISCO-08 group:** 2612 — Judges
+- **O*NET-SOC:** 23-1023.00 — Judges, Magistrate Judges, and Magistrates (match: exactMatch)
+
+## Description (ESCO)
+
+Judges preside over, review and handle court cases, hearings, appeals and trials. They ensure that court procedures conform to conventional legal processes and review evidence and juries. Judges preside over cases involving such areas as crime, family issues, civil law, small claims and juvenile offenses.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- adjudicator
+- recorder
+- investigating magistrate
+- inquisitorial magistrate
+- appeal court judge
+- high court judge
+- district judge
+- examining magistrate
+- circuit judge
+- youth court judge
+- family court judge
+- deputy circuit judge
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,62 @@
+# Competences — judge
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/07bd65d7-c13f-443a-bdf6-88903f3822be).
+
+## Essential
+
+- **civil law** (knowledge)
+- **civil process order** (knowledge)
+- **court procedures** (knowledge)
+- **hear legal arguments** (skill/competence)
+- **interpret law** (skill/competence)
+- **legal terminology** (knowledge)
+- **maintain court order** (skill/competence)
+- **observe confidentiality** (skill/competence)
+- **private law** (knowledge)
+- **show impartiality** (skill/competence)
+- **supervise court hearings** (skill/competence)
+
+## Optional
+
+- advise on legal decisions (skill/competence)
+- analyse legal evidence (skill/competence)
+- apply knowledge of human behaviour (skill/competence)
+- authenticate documents (skill/competence)
+- communicate with jury (skill/competence)
+- compile legal documents (skill/competence)
+- contract law (knowledge)
+- correctional procedures (knowledge)
+- criminal law (knowledge)
+- criminology (knowledge)
+- ensure sentence execution (skill/competence)
+- facilitate official agreement (skill/competence)
+- family law (knowledge)
+- guide jury activities (skill/competence)
+- hear witness accounts (skill/competence)
+- juvenile detention (knowledge)
+- law enforcement (knowledge)
+- legal case management (knowledge)
+- legal research (knowledge)
+- make legal decisions (skill/competence)
+- moderate in negotiations (skill/competence)
+- present arguments persuasively (skill/competence)
+- present legal arguments (skill/competence)
+- procurement legislation (knowledge)
+- promote the safeguarding of young people (skill/competence)
+- respond to enquiries (skill/competence)
+- review trial cases (skill/competence)
+- supervise legal case procedures (skill/competence)
+- support juvenile victims (skill/competence)
+- write work-related reports (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 26 ads, as of 2026-07-14)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- legal research — **35 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,43 @@
+# Tasks & work activities — judge
+
+Source: O*NET 30.3, occupation 23-1023.00 (Judges, Magistrate Judges, and Magistrates).
+
+## Task statements
+
+- **[Core]** Issue arrest warrants.
+- **[Core]** Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.
+- **[Core]** Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes.
+- **[Core]** Rule on admissibility of evidence and methods of conducting testimony.
+- **[Core]** Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.
+- **[Core]** Read documents on pleadings and motions to ascertain facts and issues.
+- **[Core]** Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law.
+- **[Core]** Monitor proceedings to ensure that all applicable rules and procedures are followed.
+- **[Core]** Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.
+- **[Core]** Research legal issues and write opinions on the issues.
+- **[Core]** Write decisions on cases.
+- **[Core]** Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court.
+- **[Core]** Settle disputes between opposing attorneys.
+- **[Core]** Supervise other judges, court officers, and the court's administrative staff.
+- **[Core]** Impose restrictions upon parties in civil cases until trials can be held.
+- **[Supplemental]** Provide information regarding the judicial system or other legal issues through the media and public speeches.
+- **[Supplemental]** Conduct preliminary hearings to decide issues, such as whether there is reasonable and probable cause to hold defendants in felony cases.
+- **[Supplemental]** Rule on custody and access disputes, and enforce court orders regarding custody and support of children.
+- **[Supplemental]** Grant divorces and divide assets between spouses.
+- **[Supplemental]** Participate in judicial tribunals to help resolve disputes.
+- **[Supplemental]** Perform wedding ceremonies.
+
+## Detailed work activities
+
+- Administer oaths to court participants.
+- Arbitrate disputes between parties to resolve legal conflicts.
+- Authorize payments to settle legal disputes.
+- Conduct hearings to investigate legal issues.
+- Direct courtroom activities or procedures.
+- Identify implications for cases from legal precedents or other legal information.
+- Inform the public about policies, services or procedures.
+- Make decisions in legal cases.
+- Prepare written decisions for legal proceedings.
+- Research relevant legal materials to aid decision making.
+- Rule on admissibility of legal proceedings.
+- Serve court ordered documents.
+- Supervise activities of other legal personnel.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,21 @@
+# Tools & technology — judge
+
+Source: O*NET 30.3 'Software Skills' for 23-1023.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Adobe Acrobat | Document management software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Word | Word processing software | yes |
+| Online databases | Data base user interface and query software |  |
+| Hyland OnBase Enterprise Content Management | Document management software |  |
+| Email software | Electronic mail software |  |
+| LexisNexis | Information retrieval or search software |  |
+| Thomson Reuters Westlaw | Information retrieval or search software |  |
+| Web browser software | Internet browser software |  |
+| Courtroom scheduling software | Legal management software |  |
+| Videoconferencing software | Video conferencing software |  |
+| LinkedIn | Web page creation and editing software |  |