From f0d46dc4d3b98d0a67fe68acd99d3f561bc65cf5 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:44:25 +0200 Subject: [PATCH] feat: music-arranger skill package v0.1.0 --- PROVENANCE.md | 31 ++++ SKILL.md | 44 +++++ manifest.json | 268 +++++++++++++++++++++++++++++ references/ai-skills.md | 362 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 74 ++++++++ references/profile.md | 23 +++ references/skills.md | 51 ++++++ references/tasks.md | 55 ++++++ references/tools.md | 106 ++++++++++++ 9 files changed, 1014 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..8ecf438 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — music-arranger + +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 — music-arranger + "ESCO (occupation & competences)" : 17 + "O*NET (tasks & tools)" : 133 + "Job boards (market evidence)" : 41 + "Anthropic official Claude skills" : 9 + "External AI skill packs (mapped)" : 170 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 17 | 4.6 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 133 | 35.9 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 41 | 11.1 % | 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 | 9 | 2.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 170 | 45.9 % | 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). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..14a5fab --- /dev/null +++ b/SKILL.md @@ -0,0 +1,44 @@ +--- +name: music-arranger +description: "Occupational skill for the role 'music arranger' (also: orchestrator, arranger, arrangement expert, arranger & orchestrator, arranger and orchestrator, musical arrangement specialist). Use when the user asks for typical music arranger work such as: typical music arranger responsibilities" +--- + +# Music Arranger + +Music arrangers create arrangements for music after its creation by a composer. They interpret, adapt or rework a composition for other instruments or voices, or to another style. Music arrangers are experts in instruments and orchestration, harmony, polyphony and composition techniques. + +## Core workflow + + +## 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) + +- define creative components +- develop musical ideas +- musical genres +- musical instruments +- musical theory +- orchestrate music +- organise compositions +- read musical score +- rewrite musical scores +- transpose music +- write musical scores + +## Hot technologies + +- Microsoft Excel +- Microsoft Office software +- Microsoft Outlook +- Microsoft PowerPoint +- Microsoft Word + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/45170a38-b3ae-4a96-90ff-eb45e55600b6), O*NET 30.3 (27-2041.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..e73a471 --- /dev/null +++ b/manifest.json @@ -0,0 +1,268 @@ +{ + "name": "music-arranger", + "title": "music arranger", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/45170a38-b3ae-4a96-90ff-eb45e55600b6", + "esco_code": "2652.1.1", + "isco_group": "2652", + "onet_soc": "27-2041.00", + "crosswalk_match": "manual nearest via ISCO 2652 (Music Directors and Composers)" + }, + "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": 0, + "dwas": 0, + "skills_essential": 11, + "skills_optional": 5, + "software": 0 + }, + "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": 6 + }, + "veniceai/skills": { + "repo": "https://github.com/veniceai/skills", + "commit": "de089fa", + "license": "MIT", + "skills": 1 + }, + "ConardLi/garden-skills": { + "repo": "https://github.com/ConardLi/garden-skills", + "commit": "fbd6453", + "license": "MIT", + "skills": 2 + }, + "ruvnet/claude-code-flow": { + "repo": "https://github.com/ruvnet/claude-code-flow", + "commit": "73914bd", + "license": "MIT", + "skills": 4 + }, + "ruvnet/ruflo": { + "repo": "https://github.com/ruvnet/ruflo", + "commit": "73914bd", + "license": "MIT", + "skills": 4 + }, + "fcakyon/claude-codex-settings": { + "repo": "https://github.com/fcakyon/claude-codex-settings", + "commit": "44b7c00", + "license": "Apache-2.0", + "skills": 1 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 12 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 10 + }, + "Chachamaru127/claude-code-harness": { + "repo": "https://github.com/Chachamaru127/claude-code-harness", + "commit": "9851b1a", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "anbeime/skill": { + "repo": "https://github.com/anbeime/skill", + "commit": "ddad607", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "harperreed/dotfiles": { + "repo": "https://github.com/harperreed/dotfiles", + "commit": "6b5ced1", + "license": "MIT", + "skills": 1 + }, + "LukeRenton/explore-claude-code": { + "repo": "https://github.com/LukeRenton/explore-claude-code", + "commit": "68ac333", + "license": "MIT", + "skills": 1 + }, + "secondsky/claude-skills": { + "repo": "https://github.com/secondsky/claude-skills", + "commit": "c4889f6", + "license": "MIT", + "skills": 2 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 2 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 5 + }, + "obra/superpowers-skills": { + "repo": "https://github.com/obra/superpowers-skills", + "commit": "cdcd624", + "license": "MIT", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 2 + }, + "rsmdt/the-startup": { + "repo": "https://github.com/rsmdt/the-startup", + "commit": "ff6a0be", + "license": "MIT", + "skills": 1 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 1 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 2 + }, + "microsoft/skills": { + "repo": "https://github.com/microsoft/skills", + "commit": "dc543aa", + "license": "MIT", + "skills": 1 + }, + "Orchestra-Research/AI-research-SKILLs": { + "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 2 + }, + "zechenzhangAGI/AI-research-SKILLs": { + "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 2 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 2 + }, + "redis/agent-skills": { + "repo": "https://github.com/redis/agent-skills", + "commit": "23e10ae", + "license": "MIT", + "skills": 1 + }, + "jeffallan/claude-skills": { + "repo": "https://github.com/jeffallan/claude-skills", + "commit": "e8be415", + "license": "MIT", + "skills": 1 + }, + "evo-hq/evo": { + "repo": "https://github.com/evo-hq/evo", + "commit": "f5e7e9b", + "license": "Apache-2.0", + "skills": 1 + }, + "alinaqi/claude-bootstrap": { + "repo": "https://github.com/alinaqi/claude-bootstrap", + "commit": "f61ec87", + "license": "MIT", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 4 + }, + "gooseworks-ai/goose-skills": { + "repo": "https://github.com/gooseworks-ai/goose-skills", + "commit": "94ec916", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 2 + }, + "rohitg00/pro-workflow": { + "repo": "https://github.com/rohitg00/pro-workflow", + "commit": "5c313e2", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 71, + "adjacent": 9 + } + }, + "provenance": { + "items": { + "esco": 17, + "onet": 133, + "jobads": 41, + "wiki_ai": 0, + "anthropic": 9, + "ai_skills": 170, + "stackx": 0 + }, + "share_percent": { + "esco": 4.6, + "onet": 35.9, + "jobads": 11.1, + "wiki_ai": 0.0, + "anthropic": 2.4, + "ai_skills": 45.9, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..594fdb7 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,362 @@ +# External AI agent skills — music-arranger + +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) | +| `algorithmic-art` | adjacent | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original … | [source](https://github.com/anthropics/skills/tree/main/skills/algorithmic-art) | +| `brand-guidelines` | adjacent | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | [source](https://github.com/anthropics/skills/tree/main/skills/brand-guidelines) | +| `canvas-design` | adjacent | Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying … | [source](https://github.com/anthropics/skills/tree/main/skills/canvas-design) | +| `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) | +| `theme-factory` | adjacent | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate … | [source](https://github.com/anthropics/skills/tree/main/skills/theme-factory) | + +## Source: ConardLi/garden-skills + +- Repository: [https://github.com/ConardLi/garden-skills](https://github.com/ConardLi/garden-skills) (commit `fbd6453`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `gpt-image-2` | adjacent | 面向 GPT Image 2 的图像生成 / 编辑技能。可在 3 种环境下使用：(A) Garden 本地模式，通过 OpenAI 兼容接口直接出图并落盘；(B) Host-Native 模式，把本 Skill 当作提示词工程指引，把渲染好的 prompt 交给宿主 Agent 自带的图像工具出图；(C) Advisor 模式，宿主无任何图像工具时退化为高质量 prompt 顾问。涵盖 18 大类、80+ 个结构化模板，覆盖海报 / UI / 产品 / 信息图 / 学术图 … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/gpt-image-2) | +| `web-design-engineer` | adjacent | Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use when the user wants a browser-rendered, interactive, or presentational … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/web-design-engineer) | + +## 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 | +|---|---|---|---| +| `state-management` | core | STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/gsd/skills/state-management) | +| `warehouse-simulation-modeler` | core | Discrete event simulation skill for warehouse design validation and capacity planning | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/warehouse-simulation-modeler) | +| `multi-service-orchestration` | core | PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/everything-claude-code/skills/multi-service-orchestration) | +| `marketing-automation` | core | Build and manage marketing automation workflows — lead nurturing, email sequences, CRM integration, and multi-channel campaign orchestration. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/digital-marketing/skills/marketing-automation) | +| `sast-analyzer` | core | Static Application Security Testing orchestration and analysis. Execute Semgrep, Bandit, ESLint security plugins, CodeQL, and other SAST tools. Parse, prioritize, and deduplicate findings across multiple tools with remediation guidance. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/security-compliance/skills/sast-analyzer) | + +## 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 | +|---|---|---|---| +| `dmux-workflows` | core | Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/dmux-workflows) | +| `hexagonal-architecture` | core | 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) | + +## Source: alinaqi/claude-bootstrap + +- Repository: [https://github.com/alinaqi/claude-bootstrap](https://github.com/alinaqi/claude-bootstrap) (commit `f61ec87`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `session-management` | core | Context preservation, tiered summarization, resumability | [source](https://github.com/alinaqi/claude-bootstrap/tree/f61ec87/skills/session-management) | + +## 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 | +|---|---|---|---| +| `c-level-skills` | core | Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and culture. Use when exploring what the c-level-advisor bundle contains, deciding which advisor skill fits a … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/c-level-skills) | +| `chief-of-staff` | core | C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. Every C-suite interaction starts here. Loads company … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/chief-of-staff) | +| `docker-development` | core | Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering/docker-development/skills/docker-development) | +| `senior-data-engineer` | core | Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/skills/senior-data-engineer) | + +## 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 | +|---|---|---|---| +| `frontend-design` | core | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. | [source](https://github.com/anbeime/skill/tree/ddad607/skills/frontend-design/frontend-design) | + +## 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 | +|---|---|---|---| +| `automation-skills` | core | 10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/research/automation) | +| `literature-survey-generator` | core | Generate a complete academic literature survey from scratch using multi-agent orchestration. Searches academic databases (OpenAlex, CrossRef, Unpaywall), downloads PDFs, builds BibTeX, drafts a LaTeX review, compiles it, reviews for … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/68-research-productivity-skills/literature-survey-generator) | + +## Source: Chachamaru127/claude-code-harness + +- Repository: [https://github.com/Chachamaru127/claude-code-harness](https://github.com/Chachamaru127/claude-code-harness) (commit `9851b1a`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `failure-codifier` | core | Extract recurring failure patterns from breezing orchestration logs and Judgment Ledger, emit failure-rule.v1 proposals with confidence scores. SSOT promotion to patterns.md or decisions.md is proposal-only — human-approval-required. Use … | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/failure-codifier) | + +## Source: davepoon/buildwithclaude + +- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `auth-patterns` | core | This skill should be used when the user asks about "authentication in Next.js", "NextAuth", "Auth.js", "middleware auth", "protected routes", "session management", "JWT", "login flow", or needs guidance on implementing authentication and … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/nextjs-expert/skills/auth-patterns) | + +## 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 | +|---|---|---|---| +| `event-sourcing-architect` | core | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/event-sourcing-architect) | +| `ai-agents-architect` | core | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/ai-agents-architect) | +| `brainstorming` | core | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/brainstorming) | +| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agents-crewai) | +| `docker-expert` | core | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/docker-expert) | +| `crewai` | core | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/crewai) | +| `kubernetes-architect` | core | Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/kubernetes-architect) | +| `parallel-agents` | core | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/parallel-agents) | +| `ray-train` | core | Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/distributed-training-ray-train) | +| `senior-data-engineer` | core | World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/senior-data-engineer) | + +## Source: evo-hq/evo + +- Repository: [https://github.com/evo-hq/evo](https://github.com/evo-hq/evo) (commit `f5e7e9b`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `report` | core | Read-only evo run reporting. Use when the user invokes /evo:report, asks what happened overnight, asks what improved recently, asks for the best/frontier candidates, asks for a quick score chart without opening the dashboard, or wants the … | [source](https://github.com/evo-hq/evo/tree/f5e7e9b/plugins/evo/npm/skills/report) | + +## Source: fcakyon/claude-codex-settings + +- Repository: [https://github.com/fcakyon/claude-codex-settings](https://github.com/fcakyon/claude-codex-settings) (commit `44b7c00`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `anthropic-frontend-design` | core | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. | [source](https://github.com/fcakyon/claude-codex-settings/tree/44b7c00/plugins/frontend-design-skills/skills/anthropic-frontend-design) | + +## 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 | +|---|---|---|---| +| `brainstorming` | core | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/brainstorming) | + +## Source: gooseworks-ai/goose-skills + +- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cold-email-outreach` | core | End-to-end cold email outreach orchestration. Handles goal alignment, lead ingestion from any source (CSV, paste, CRM export, database), sequence design, email generation, campaign setup in the user's chosen outreach tool, and launch. … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/outreach/capabilities/cold-email-outreach) | + +## Source: harperreed/dotfiles + +- Repository: [https://github.com/harperreed/dotfiles](https://github.com/harperreed/dotfiles) (commit `6b5ced1`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `frontend-design` | core | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. | [source](https://github.com/harperreed/dotfiles/tree/6b5ced1/.claude/skills/frontend-design) | + +## 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 | +|---|---|---|---| +| `brainstorming` | core | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/brainstorming) | +| `version-control-strategy` | core | Define version control strategies for design files, components, and libraries. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/version-control-strategy) | + +## Source: jeffallan/claude-skills + +- Repository: [https://github.com/jeffallan/claude-skills](https://github.com/jeffallan/claude-skills) (commit `e8be415`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ml-pipeline` | core | Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow DAGs for training orchestration, builds feature store schemas with Feast, … | [source](https://github.com/jeffallan/claude-skills/tree/e8be415/skills/ml-pipeline) | + +## 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 | +|---|---|---|---| +| `clay-architecture-variants` | core | Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven, or planning architecture for Clay-powered data operations. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clay-pack/skills/clay-architecture-variants) | +| `salesforce-architecture-variants` | core | Choose and implement Salesforce integration architecture patterns for different scales. Use when designing new Salesforce integrations, choosing between polling/event-driven/Heroku Connect, or planning migration paths for Salesforce … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/salesforce-pack/skills/salesforce-architecture-variants) | +| `vastai-webhooks-events` | core | Build event-driven workflows around Vast.ai instance lifecycle events. Use when monitoring instance status changes, implementing auto-recovery, or building event-driven GPU orchestration. Trigger with phrases like "vastai events", "vastai … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/vastai-pack/skills/vastai-webhooks-events) | +| `adk-agent-builder` | core | Scaffold production-ready AI agents on Google's Agent Development Kit (ADK): ReAct-style single agents, multi-agent orchestration (Sequential/Parallel/Loop), tool wiring, evaluation, and optional Vertex AI Agent Engine deployment. Use when … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-ml/jeremy-google-adk/skills/adk-agent-builder) | +| `building-api-authentication` | core | Build secure API authentication systems with OAuth2, JWT, API keys, and session management. Use when implementing secure authentication flows. Trigger with phrases like "build authentication", "add API auth", or "secure the API". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/api-development/api-authentication-builder/skills/building-api-authentication) | +| `managing-container-registries` | core | Execute use when you need to work with containerization. This skill provides container management and orchestration with comprehensive guidance and automation. Trigger with phrases like "containerize app", "manage containers", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/container-registry-manager/skills/managing-container-registries) | +| `memory-kit` | core | Persistent context management for Claude Code sessions. Save, load, update, share, and audit session memory via MEMORY.md. Prevents context loss on compaction or session restart. Use when starting a session, before compaction, syncing … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/claude-memory-kit/skills/memory-kit) | +| `supabase-auth-storage-realtime-core` | core | Implement Supabase Auth (signUp, signIn, OAuth, session management), Storage (upload, download, signed URLs, bucket policies), and Realtime (Postgres changes, broadcast, presence). Use when building user auth flows, file upload features, … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/supabase-pack/skills/supabase-auth-storage-realtime-core) | +| `surge-plg` | core | PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium model", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/bundle/revenue-team/skills/surge-plg) | +| `windsurf-cascade-context` | core | Manage Cascade context window and memory for complex projects. Activate when users mention "cascade context", "ai memory", "context management", "large codebase navigation", or "multi-session development". Handles context optimization and … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/skill-databases/windsurf/skills/windsurf-cascade-context) | +| `blog-editorial-calendar` | core | Run your blog like a queue, not a guessing game. This skill is the orchestration layer on top of blog-topic-research and seo-blog-writer: it keeps an evidence-backed backlog, picks the next topic so your corpus drifts toward the cluster + … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/publishing-skills/skills/blog-editorial-calendar) | +| `building-cicd-pipelines` | core | Execute use when you need to work with deployment and CI/CD. This skill provides deployment automation and pipeline orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/ci-cd-pipeline-builder/skills/building-cicd-pipelines) | + +## Source: LukeRenton/explore-claude-code + +- Repository: [https://github.com/LukeRenton/explore-claude-code](https://github.com/LukeRenton/explore-claude-code) (commit `68ac333`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `frontend-design` | core | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. | [source](https://github.com/LukeRenton/explore-claude-code/tree/68ac333/.claude/skills/frontend-design) | + +## Source: microsoft/skills + +- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `copilot-sdk` | core | Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session management, custom tools, streaming, hooks, MCP … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/skills/copilot-sdk) | + +## 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-conduit-security-for-ot-remote-access` | core | Implement secure conduit architecture for OT remote access following IEC 62443 zones and conduits model, deploying jump servers, MFA-enabled gateways, session recording, and approval-based workflows to control vendor and engineer access to … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-conduit-security-for-ot-remote-access) | +| `performing-web-application-penetration-test` | core | Performs systematic security testing of web applications following the OWASP Web Security Testing Guide (WSTG) methodology to identify vulnerabilities in authentication, authorization, input validation, session management, and business … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-web-application-penetration-test) | + +## Source: obra/superpowers-skills + +- Repository: [https://github.com/obra/superpowers-skills](https://github.com/obra/superpowers-skills) (commit `cdcd624`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `Brainstorming Ideas Into Designs` | core | Interactive idea refinement using Socratic method to develop fully-formed designs | [source](https://github.com/obra/superpowers-skills/tree/cdcd624/skills/collaboration/brainstorming) | + +## Source: Orchestra-Research/AI-research-SKILLs + +- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/14-agents/crewai) | +| `ray-train` | core | Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/08-distributed-training/ray-train) | + +## Source: rampstackco/claude-skills + +- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `integration-orchestrator` | core | Generate a phased delivery orchestration plan for creative-direction-driven work: which skills run when, what locks at which gate, how handoffs occur, and how the cadence implements in the team's tools (Jira, Linear, Notion, Figma, GitHub) … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/integration-orchestrator) | +| `seo-audit-orchestration` | core | Master orchestrator for a full SEO audit suite powered by the Ahrefs MCP. Use this skill when running a comprehensive SEO audit, scoping a quarterly health check, doing pre-acquisition SEO due diligence, or post-migration verification. … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/seo-audit-orchestration) | + +## Source: redis/agent-skills + +- Repository: [https://github.com/redis/agent-skills](https://github.com/redis/agent-skills) (commit `23e10ae`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `iris-development` | core | Iris is Redis's umbrella for AI-focused products. Use this skill when integrating with the Iris Redis Agent Memory (RAM) data plane on Redis Cloud — recording session events for an AI agent, creating or searching long-term memories, … | [source](https://github.com/redis/agent-skills/tree/23e10ae/skills/iris-development) | + +## Source: rohitg00/pro-workflow + +- Repository: [https://github.com/rohitg00/pro-workflow](https://github.com/rohitg00/pro-workflow) (commit `5c313e2`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `pro-workflow` | core | Complete AI coding workflow system. Orchestration patterns, 18 hook events, 5 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents. | [source](https://github.com/rohitg00/pro-workflow/tree/5c313e2/skills/pro-workflow) | + +## 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 | +|---|---|---|---| +| `brainstorm` | core | You MUST use this before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements, and design before implementation. | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/start/skills/brainstorm) | + +## Source: ruvnet/claude-code-flow + +- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `Hooks Automation` | core | Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/hooks-automation) | +| `Swarm Orchestration` | core | Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems. | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.claude/skills/swarm-orchestration) | +| `AgentDB Memory Patterns` | core | Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants. | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/agentdb-memory-patterns) | +| `harness-score` | core | 5-dimension harness readiness scorecard from `metaharness score `. Returns harnessFit / compileConfidence / taskCoverage / toolSafety / memoryUsefulness + estCostPerRunUsd + scaffoldReady. Pure-read; subprocess invocation; degrades … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-metaharness/skills/harness-score) | + +## Source: ruvnet/ruflo + +- Repository: [https://github.com/ruvnet/ruflo](https://github.com/ruvnet/ruflo) (commit `73914bd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `Hooks Automation` | core | Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/hooks-automation) | +| `Swarm Orchestration` | core | Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems. | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.claude/skills/swarm-orchestration) | +| `AgentDB Memory Patterns` | core | Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants. | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/agentdb-memory-patterns) | +| `harness-score` | core | 5-dimension harness readiness scorecard from `metaharness score `. Returns harnessFit / compileConfidence / taskCoverage / toolSafety / memoryUsefulness + estCostPerRunUsd + scaffoldReady. Pure-read; subprocess invocation; degrades … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-metaharness/skills/harness-score) | + +## Source: secondsky/claude-skills + +- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `frontend-design` | core | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/frontend-design/skills/frontend-design) | +| `session-management` | core | Implements secure session management with JWT tokens, Redis storage, refresh flows, and proper cookie configuration. Use when building authentication systems, managing user sessions, or implementing secure logout functionality. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/session-management/skills/session-management) | + +## Source: zechenzhangAGI/AI-research-SKILLs + +- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/14-agents/crewai) | +| `ray-train` | core | Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/08-distributed-training/ray-train) | + +## Source: veniceai/skills + +- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..e5d732d --- /dev/null +++ b/references/market.md @@ -0,0 +1,74 @@ +# Market evidence report — music-arranger + +Source: **11 real job ads** (JSearch API, countries: us 9, gb 2), extracted into the MSSQL evidence store; as of 2026-07-18. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| n/a | 7 | 64 % | +| mid | 2 | 18 % | +| junior | 1 | 9 % | +| lead | 1 | 9 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Finale | 3 | 27 % | +| 2 | Sibelius | 3 | 27 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | music arrangement | 5 | 45 % | +| 2 | orchestration | 3 | 27 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | rehearsal attendance | 3 | 27 % | + +## Regional breakdown + +> **Corpus note:** 11 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** — 9 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 2 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 | +|---|---| +| Berklee Theater Arts Collaborative (BTAC) Arranger/Copyist | 1 | +| Classical Piano Composer/Arranger needed for Popular Song Transcription and Arranging - Contract to Hire | 1 | +| Creative Hybrid Music Producer & Song Arranger | 1 | +| Freelance Arranger | 1 | +| Hybrid Music Producer & Song Arranger (Coventry) | 1 | +| Lead Orchestral Arranger | 1 | +| Marching Band - Music Arranger (Fall 2026) | 1 | +| Marching Band Music Arranger: Create Engaging Scores | 1 | +| Music Producer: Creative Arranger & Recording Lead | 1 | +| New Works Musical Arranger & Copyist | 1 | +| Remote Music Producer & Session Arranger | 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. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..c92a053 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,23 @@ +# Occupation profile — music arranger + +- **ESCO URI:** http://data.europa.eu/esco/occupation/45170a38-b3ae-4a96-90ff-eb45e55600b6 +- **ESCO code:** 2652.1.1 +- **ISCO-08 group:** 2652 — Musicians, singers and composers + +## Description (ESCO) + +Music arrangers create arrangements for music after its creation by a composer. They interpret, adapt or rework a composition for other instruments or voices, or to another style. Music arrangers are experts in instruments and orchestration, harmony, polyphony and composition techniques. + +## Definition + +nan + +## Alternative labels + +- orchestrator +- arranger +- arrangement expert +- arranger & orchestrator +- arranger and orchestrator +- musical arrangement specialist +- musical arrangement consultant diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..a4e2319 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,51 @@ +# Competences — music arranger + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/45170a38-b3ae-4a96-90ff-eb45e55600b6). + +## Essential + +- **define creative components** (skill/competence) +- **develop musical ideas** (skill/competence) +- **musical genres** (knowledge) +- **musical instruments** (knowledge) +- **musical theory** (knowledge) +- **orchestrate music** (skill/competence) +- **organise compositions** (skill/competence) +- **read musical score** (skill/competence) +- **rewrite musical scores** (skill/competence) +- **transpose music** (skill/competence) +- **write musical scores** (skill/competence) + +## Optional + +- develop methods for choreographic integration (skill/competence) +- music literature (knowledge) +- play the piano (skill/competence) +- supervise music groups (skill/competence) +- work out orchestral sketches (skill/competence) + + + +## Market evidence (job-ad analysis, 11 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- music arrangement — **45 %** +- orchestration — **27 %** +- recording session management — **18 %** +- song arrangement — **18 %** +- songwriting — **18 %** +- music production — **18 %** + +### Responsibilities + +- rehearsal attendance — **27 %** +- song structure enhancement — **18 %** +- musical flow improvement — **18 %** +- music creation — **18 %** +- creative input — **18 %** +- material coordination — **18 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..7832544 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,55 @@ +# Tasks & work activities — music arranger + +Source: O*NET 30.3, occupation 27-2041.00 (Music Directors and Composers) — manual nearest-occupation mapping via ISCO group 2652; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[Core]** Use gestures to shape the music being played, communicating desired tempo, phrasing, tone, color, pitch, volume, and other performance aspects. +- **[Core]** Direct groups at rehearsals and live or recorded performances to achieve desired effects such as tonal and harmonic balance dynamics, rhythm, and tempo. +- **[Core]** Study scores to learn the music in detail, and to develop interpretations. +- **[Core]** Apply elements of music theory to create musical and tonal structures, including harmonies and melodies. +- **[Core]** Consider such factors as ensemble size and abilities, availability of scores, and the need for musical variety, to select music to be performed. +- **[Core]** Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition. +- **[Core]** Experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas. +- **[Core]** Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers. +- **[Core]** Audition and select performers for musical presentations. +- **[Core]** Plan and schedule rehearsals and performances, and arrange details such as locations, accompanists, and instrumentalists. +- **[Core]** Write musical scores for orchestras, bands, choral groups, or individual instrumentalists or vocalists, using knowledge of music theory and of instrumental and vocal capabilities. +- **[Core]** Position members within groups to obtain balance among instrumental or vocal sections. +- **[Core]** Perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials. +- **[Core]** Confer with producers and directors to define the nature and placement of film or television music. +- **[Core]** Meet with soloists and concertmasters to discuss and prepare for performances. +- **[Core]** Fill in details of orchestral sketches, such as adding vocal parts to scores. +- **[Core]** Explore and develop musical ideas based on sources such as imagination or sounds in the environment. +- **[Core]** Write music for commercial mediums, including advertising jingles or film soundtracks. +- **[Core]** Transpose music from one voice or instrument to another to accommodate particular musicians. +- **[Core]** Rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos. +- **[Core]** Arrange music composed by others, changing the music to achieve desired effects. +- **[Core]** Assign and review staff work in such areas as scoring, arranging, and copying music, and vocal coaching. +- **[Core]** Study films or scripts to determine how musical scores can be used to create desired effects or moods. +- **[Core]** Transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style. +- **[Core]** Create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas. +- **[Core]** Collaborate with other colleagues, such as copyists, to complete final scores. +- **[Core]** Copy parts from scores for individual performers. +- **[Supplemental]** Coordinate and organize tours, or hire touring companies to arrange concert dates, venues, accommodations, and transportation for longer tours. +- **[nan]** Produce recordings of music. +- **[nan]** Stay abreast of the latest trends in music and music technology. + +## Detailed work activities + +- Audition or interview potential performers or staff members. +- Collaborate with others to determine technical details of productions. +- Collaborate with others to prepare or perform artistic productions. +- Coordinate artistic activities. +- Coordinate logistics for productions or events. +- Coordinate musical rehearsals or performances. +- Create musical compositions, arrangements or scores. +- Design layout of art or product exhibits, displays, or promotional materials. +- Determine presentation subjects or content. +- Direct fundraising or financing activities. +- Negotiate for services. +- Operate audio recording equipment. +- Select staff, team members, or performers. +- Stay informed about current developments in field of specialization. +- Study details of musical compositions. +- Study scripts to determine project requirements. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..c959ae2 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,106 @@ +# Tools & technology — music arranger + +Source: O*NET 30.3, occupation 27-2041.00 (Music Directors and Composers) — manual nearest-occupation mapping via ISCO group 2652; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Word | Word processing software | yes | +| Anvil Studio | Music or sound editing software | | +| Apple Final Cut Pro | Video creation and editing software | | +| Apple MainStage | Music or sound editing software | | +| Arobas Music Guitar Pro | Music or sound editing software | | +| Arpege Music Pizzicato | Music or sound editing software | | +| Audacity | Music or sound editing software | | +| Audio Chaos Soundscape Generator | Music or sound editing software | | +| Audiveris | Music or sound editing software | | +| Avid Pro Tools | Music or sound editing software | | +| Avid Technology Sibelius | Music or sound editing software | | +| Azemus FS | Music or sound editing software | | +| Basic Music Composer | Music or sound editing software | | +| Cakewalk SONAR | Music or sound editing software | | +| Canorus | Music or sound editing software | | +| ChordWizard Software Soundtrix Gold | Music or sound editing software | | +| Click MusicalKEYS | Music or sound editing software | | +| Curto Drum | Music or sound editing software | | +| D'accord Music Software iChords | Music or sound editing software | | +| Denemo | Music or sound editing software | | +| Desktop Piano and Drums | Music or sound editing software | | +| DigiPiano | Music or sound editing software | | +| Dream Computer Piano | Music or sound editing software | | +| Easy Music Composer Free | Music or sound editing software | | +| Epinoisis Software Digital Ear | Music or sound editing software | | +| FlexiMusic Composer | Music or sound editing software | | +| GenieSoft Overture | Music or sound editing software | | +| HS Virtual Piano | Music or sound editing software | | +| IK Multimedia GrooveMaker | Music or sound editing software | | +| Image-Line FL Studio | Music or sound editing software | | +| Impro-Visor | Music or sound editing software | | +| Jackbeat | Music or sound editing software | | +| Javamin Composer | Music or sound editing software | | +| Korg EM-1 Editor | Music or sound editing software | | +| Lauriso Software Music Publisher | Music or sound editing software | | +| Little Piano | Music or sound editing software | | +| MadTracker | Music or sound editing software | | +| Maestro Music Software MagicScore | Music or sound editing software | | +| MAGIX Music Maker | Music or sound editing software | | +| MakeMusic Finale | Music or sound editing software | | +| Making Waves Audio Making Waves | Music or sound editing software | | +| MediaShout | Presentation software | | +| Microsoft Publisher | Desktop publishing software | | +| MIDI Maestro | Music or sound editing software | | +| MIDI Score Creator | Music or sound editing software | | +| MidiSwing | Music or sound editing software | | +| Mozart Music Software Mozart | Music or sound editing software | | +| MuseScore | Music or sound editing software | | +| Music Director Pro | Data base user interface and query software | | +| Musical Palette | Music or sound editing software | | +| MusicDevelopments RapidComposer | Music or sound editing software | | +| MusicGraph | Music or sound editing software | | +| Musilogic HarmonyBuilder | Music or sound editing software | | +| Myriad Software Harmony Assistant | Music or sound editing software | | +| Notation Software Notation Composer | Music or sound editing software | | +| NoteWorthy Software NoteWorthy Composer | Music or sound editing software | | +| Open Song Composer | Music or sound editing software | | +| PianoFX STUDIO | Music or sound editing software | | +| PianoRollComposer | Music or sound editing software | | +| Power Tab Editor | Music or sound editing software | | +| Proxima Controller | Music or sound editing software | | +| Renoise | Music or sound editing software | | +| Rhythm Rascal | Music or sound editing software | | +| Sonoma Wire Works RiffWorks | Music or sound editing software | | +| Storm Music Studio | Music or sound editing software | | +| SVArTracker | Music or sound editing software | | +| SwarMala | Music or sound editing software | | +| TabIt | Music or sound editing software | | +| TablEdit | Music or sound editing software | | +| Tonality Systems Symoblic Composer | Music or sound editing software | | +| Truepianos | Music or sound editing software | | +| TuxGuitar | Music or sound editing software | | +| Twelve Tone Matrix Calculator | Music or sound editing software | | +| Twelve Tone Row Analyzer | Music or sound editing software | | +| Underware Design DTAB | Music or sound editing software | | +| VBRhapsody | Music or sound editing software | | +| Visiv SharpEye | Music or sound editing software | | +| Widisoft WIDI Recognition System | Music or sound editing software | | +| Wusik Wusikstation VSTi | Music or sound editing software | | +| Xitona Software Voice Composer | Music or sound editing software | | +| XT Software energyXT | Music or sound editing software | | +| ZynAddSubFX | Music or sound editing software | | + + + +## Market evidence (job-ad analysis, 11 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Finale — **27 %** +- Sibelius — **27 %** +- Dorico — **18 %** + +