From f89300692a4be57bc5f9d0a903cc54d6006d1488 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:49:03 +0200 Subject: [PATCH] feat: railway-infrastructure-inspector skill package v0.1.0 --- PROVENANCE.md | 31 +++ SKILL.md | 52 +++++ manifest.json | 304 +++++++++++++++++++++++++++++ references/ai-skills.md | 410 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 91 +++++++++ references/profile.md | 20 ++ references/skills.md | 56 ++++++ references/tasks.md | 55 ++++++ references/tools.md | 29 +++ 9 files changed, 1048 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..f527263 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — railway-infrastructure-inspector + +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 — railway-infrastructure-inspector + "ESCO (occupation & competences)" : 36 + "O*NET (tasks & tools)" : 70 + "Job boards (market evidence)" : 44 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 192 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 36 | 10.4 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 70 | 20.2 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 44 | 12.7 % | 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 | 1.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 192 | 55.3 % | 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..af352f8 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,52 @@ +--- +name: railway-infrastructure-inspector +description: "Occupational skill for the role 'railway infrastructure inspector' (also: railway infrastructure examiner, railway infrastructure safety inspector, railway infrastructure auditor, railway infrastructure surveyor). Use when the user asks for typical railway infrastructure inspector work such as: typical railway infrastructure inspector responsibilities" +--- + +# Railway Infrastructure Inspector + +Railway infrastructure inspectors are responsible for checking the conditions of railways. They monitor compliance to health and safety standards and inspect the infrastructure to detect damage or flaws. They analyse and report on their findings to ensure railway conditions are maintained at a safe level. + +## 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) + +- assess railway operations +- comply with legal regulations +- conduct environmental surveys +- design wayside signalling interlockings +- enforce railway safety regulations +- ensure safe operation of railway during repairs +- health and safety measures in transportation +- identify hazards in the workplace +- monitor work site +- operate railway freight monitoring technologies +- perform inspection analysis +- quality assurance procedures +- undertake inspections +- write inspection reports + +## Hot technologies + +- Microsoft Access +- Microsoft Active Server Pages ASP +- Microsoft Excel +- Microsoft Office software +- Microsoft Outlook +- Microsoft PowerPoint +- Microsoft Project +- Microsoft SharePoint +- Microsoft Windows +- Microsoft Word + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/511c8e9f-b19e-4ae8-9959-c047e7410441), O*NET 30.3 (19-5011.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..aab4a3f --- /dev/null +++ b/manifest.json @@ -0,0 +1,304 @@ +{ + "name": "railway-infrastructure-inspector", + "title": "railway infrastructure inspector", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/511c8e9f-b19e-4ae8-9959-c047e7410441", + "esco_code": "3112.9", + "isco_group": "3112", + "onet_soc": "19-5011.00", + "crosswalk_match": "manual nearest via ISCO 3112 (Occupational Health and Safety Specialists)" + }, + "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": 14, + "skills_optional": 21, + "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": 2 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 5 + }, + "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": 8 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 3 + }, + "aaron-he-zhu/aaron-marketing-skills": { + "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills", + "commit": "b7b0b9f", + "license": "Apache-2.0", + "skills": 2 + }, + "rohitg00/skillkit": { + "repo": "https://github.com/rohitg00/skillkit", + "commit": "d2e5c34", + "license": "Apache-2.0", + "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": 7 + }, + "nWave-ai/nWave": { + "repo": "https://github.com/nWave-ai/nWave", + "commit": "1d0f13c", + "license": "MIT", + "skills": 1 + }, + "hoangsonww/Claude-Code-Agent-Monitor": { + "repo": "https://github.com/hoangsonww/Claude-Code-Agent-Monitor", + "commit": "8f87ce1", + "license": "MIT", + "skills": 3 + }, + "jezweb/claude-skills": { + "repo": "https://github.com/jezweb/claude-skills", + "commit": "e875a6b", + "license": "MIT", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "FlorianBruniaux/claude-code-ultimate-guide": { + "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide", + "commit": "5395214", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "pedrohcgs/claude-code-my-workflow": { + "repo": "https://github.com/pedrohcgs/claude-code-my-workflow", + "commit": "be53c12", + "license": "MIT", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 2 + }, + "Chachamaru127/claude-code-harness": { + "repo": "https://github.com/Chachamaru127/claude-code-harness", + "commit": "9851b1a", + "license": "custom (see upstream LICENSE)", + "skills": 2 + }, + "Devin-AXIS/iPolloWork": { + "repo": "https://github.com/Devin-AXIS/iPolloWork", + "commit": "5107542", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "AlpacaLabsLLC/skills-for-architects": { + "repo": "https://github.com/AlpacaLabsLLC/skills-for-architects", + "commit": "4476576", + "license": "MIT", + "skills": 1 + }, + "dongshuyan/compass-skills": { + "repo": "https://github.com/dongshuyan/compass-skills", + "commit": "47b0dab", + "license": "MIT", + "skills": 1 + }, + "basicmachines-co/basic-memory": { + "repo": "https://github.com/basicmachines-co/basic-memory", + "commit": "53da71c", + "license": "custom (see upstream LICENSE)", + "skills": 4 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 2 + }, + "avifenesh/agentsys": { + "repo": "https://github.com/avifenesh/agentsys", + "commit": "8d569c4", + "license": "MIT", + "skills": 1 + }, + "rohitg00/pro-workflow": { + "repo": "https://github.com/rohitg00/pro-workflow", + "commit": "5c313e2", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "stjbrown/agent-knowledge": { + "repo": "https://github.com/stjbrown/agent-knowledge", + "commit": "0d1a828", + "license": "MIT", + "skills": 1 + }, + "gotalab/cc-sdd": { + "repo": "https://github.com/gotalab/cc-sdd", + "commit": "29aee95", + "license": "MIT", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + }, + "ilang-ai/autocode": { + "repo": "https://github.com/ilang-ai/autocode", + "commit": "7c220d9", + "license": "MIT", + "skills": 1 + }, + "ruvnet/claude-code-flow": { + "repo": "https://github.com/ruvnet/claude-code-flow", + "commit": "73914bd", + "license": "MIT", + "skills": 1 + }, + "ruvnet/ruflo": { + "repo": "https://github.com/ruvnet/ruflo", + "commit": "73914bd", + "license": "MIT", + "skills": 1 + }, + "KKKKhazix/khazix-skills": { + "repo": "https://github.com/KKKKhazix/khazix-skills", + "commit": "fcba3ad", + "license": "MIT", + "skills": 1 + }, + "worldwonderer/novel-to-game": { + "repo": "https://github.com/worldwonderer/novel-to-game", + "commit": "3c18abd", + "license": "MIT", + "skills": 1 + }, + "Frappucc1no/recall-loom": { + "repo": "https://github.com/Frappucc1no/recall-loom", + "commit": "8678cbb", + "license": "Apache-2.0", + "skills": 1 + }, + "awrshift/claude-memory-kit": { + "repo": "https://github.com/awrshift/claude-memory-kit", + "commit": "4039315", + "license": "MIT", + "skills": 1 + }, + "nicobailon/visual-explainer": { + "repo": "https://github.com/nicobailon/visual-explainer", + "commit": "528b71f", + "license": "MIT", + "skills": 1 + }, + "plasma-ai/fractal": { + "repo": "https://github.com/plasma-ai/fractal", + "commit": "73ce05a", + "license": "Apache-2.0", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 1 + }, + "samber/cc-skills-golang": { + "repo": "https://github.com/samber/cc-skills-golang", + "commit": "4881c01", + "license": "MIT", + "skills": 1 + }, + "trailofbits/skills": { + "repo": "https://github.com/trailofbits/skills", + "commit": "cfe5d7b", + "license": "custom (see upstream LICENSE)", + "skills": 2 + }, + "giuseppe-trisciuoglio/developer-kit": { + "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit", + "commit": "306f428", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 67, + "adjacent": 13 + } + }, + "provenance": { + "items": { + "esco": 36, + "onet": 70, + "jobads": 44, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 192, + "stackx": 0 + }, + "share_percent": { + "esco": 10.4, + "onet": 20.2, + "jobads": 12.7, + "wiki_ai": 0.0, + "anthropic": 1.4, + "ai_skills": 55.3, + "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..d46ee7f --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,410 @@ +# External AI agent skills — railway-infrastructure-inspector + +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: 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 | +|---|---|---|---| +| `portfolio-construction` | core | Construct and optimize investment portfolios — asset allocation, risk budgeting, factor exposure management, and mean-variance optimization. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/portfolio-construction) | +| `submittal-tracker` | core | Construction submittal tracking skill for document management and review workflow | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/civil-engineering/skills/submittal-tracker) | +| `lbo-model-builder` | core | Leveraged Buyout model construction skill for private equity transaction analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/lbo-model-builder) | +| `merger-model-builder` | core | M&A merger model construction skill with accretion/dilution analysis and synergy modeling | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/merger-model-builder) | +| `decision-tree-builder` | core | Automated decision tree construction skill for structuring complex decisions with probabilities, payoffs, and expected value calculations | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/decision-intelligence/skills/decision-tree-builder) | +| `qiskit-circuit-builder` | core | IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/quantum-computing/skills/qiskit-circuit-builder) | +| `building-code-checker` | adjacent | Building code compliance checking skill for IBC occupancy, construction type, and area requirements | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/civil-engineering/skills/building-code-checker) | +| `context-engineering` | adjacent | Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/gsd/skills/context-engineering) | + +## Source: aaron-he-zhu/aaron-marketing-skills + +- Repository: [https://github.com/aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills) (commit `b7b0b9f`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory-management` | core | Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all disciplines while … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/protocol/memory-management) | +| `social-calendar-builder` | core | Use when the user asks to "build our social posting calendar", "set weekly slots and queue depth per channel", or "plan the evergreen recycle rotation"; produces the always-on brand calendar — pillar allocation with hero/hub/help balance … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/social/craft/social-calendar-builder) | + +## 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 | +|---|---|---|---| +| `ck` | core | Persistent per-project memory for Claude Code. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Commands run deterministic Node.js scripts — behavior is consistent across model … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/ck) | +| `blueprint` | adjacent | Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects. Each step has a self-contained context brief so a fresh agent can execute it cold. Includes adversarial review gate, … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/blueprint) | + +## 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 | +|---|---|---|---| +| `contract-and-proposal-writer` | core | Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs. Structured Markdown output with docx conversion instructions. Covers US (Delaware), EU (GDPR), UK, and DACH (German … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/business-growth/skills/contract-and-proposal-writer) | +| `self-improving-agent` | core | Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/self-improving-agent/skills/self-improving-agent) | + +## Source: AlpacaLabsLLC/skills-for-architects + +- Repository: [https://github.com/AlpacaLabsLLC/skills-for-architects](https://github.com/AlpacaLabsLLC/skills-for-architects) (commit `4476576`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `meeting-minutes` | core | Turn a meeting transcript, notes, or conversation into collision-safe, source-linked minutes in meetings/YYYY-MM-DD-slug.md. Use for project meeting records, attendance, discussion, stated information, decisions, action candidates, and … | [source](https://github.com/AlpacaLabsLLC/skills-for-architects/tree/4476576/skills/meeting-minutes) | + +## Source: avifenesh/agentsys + +- Repository: [https://github.com/avifenesh/agentsys](https://github.com/avifenesh/agentsys) (commit `8d569c4`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `enhance-claude-memory` | core | Use when improving CLAUDE.md or AGENTS.md project memory files. | [source](https://github.com/avifenesh/agentsys/tree/8d569c4/.kiro/skills/enhance-claude-memory) | + +## Source: awrshift/claude-memory-kit + +- Repository: [https://github.com/awrshift/claude-memory-kit](https://github.com/awrshift/claude-memory-kit) (commit `4039315`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `tour` | core | Interactive walkthrough of the Memory Kit system using the user's actual project files | [source](https://github.com/awrshift/claude-memory-kit/tree/4039315/.claude/skills/tour) | + +## Source: basicmachines-co/basic-memory + +- Repository: [https://github.com/basicmachines-co/basic-memory](https://github.com/basicmachines-co/basic-memory) (commit `53da71c`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `bm-setup` | core | Set up the Basic Memory plugin for this project — a short guided interview that configures the project mapping, seeds note schemas, learns or suggests placement conventions, and enables capture reflexes. Use when the user runs … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-setup) | +| `bm-share` | core | Promote a note from your personal Basic Memory project to a shared team project, with attribution. Use when the user says "share this with the team", "publish this decision", or runs /basic-memory:bm-share. This is the deliberate way to … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-share) | +| `bm-status` | core | Show the Basic Memory plugin's current state for this project — active project, capture folders, output style, recent session checkpoints, and whether Basic Memory is reachable. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-status) | +| `memory-ci-capture` | core | Synthesize GitHub delivery context into a concise Basic Memory project update. Use in CI after `bm ci collect` prepares a ProjectUpdateContext; return only structured AgentSynthesis JSON for `bm ci publish`. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-ci-capture) | + +## 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 | +|---|---|---|---| +| `hud` | core | Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/hud) | +| `i3` | core | RAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, chunking, and vector database creation Absorbed B5 (Parallel Document Processor) … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/i3) | +| `identify` | core | Design or review identification strategy for the sewage-house-prices project. Produces strategy memos with estimand, assumptions, pseudo-code, robustness plan, falsification tests, and referee objection anticipation. This skill should be … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/identify) | +| `paper-excellence` | core | Comprehensive multi-dimensional review of the sewage-house-prices project. Runs econometrics audit, code review, manuscript proofread, and bibliography validation in parallel. Computes a weighted aggregate score. This skill should be used … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/paper-excellence) | +| `create-talk` | core | Generate Beamer presentations for the sewage-house-prices project by dispatching the Storyteller agent (creator) and Discussant agent (critic). Supports 4 formats — job market, seminar, short, lightning. Derives all content from the paper. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/create-talk) | +| `new-slide-deck` | core | Creates a Quarto revealjs slide deck in slides/ with the project style guide. Use when a presentation is needed. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/29-quarcs-lab-project20XXy/dot-claude/skills/new-slide-deck) | +| `obsidian-project-memory` | core | This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes synchronized, summarize project context … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/obsidian-project-memory) | + +## 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 | +|---|---|---|---| +| `harness-setup` | core | HAR: Project init, tool setup, agent config, memory setup, skill mirror sync. Trigger: setup, init, new project, CI/Codex setup, harness-mem, mirror. Do NOT load for: implementation, review, release, planning. | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-setup) | +| `harness-plan-brief` | core | Generate a Plan Brief HTML for non-engineer vibecoders before implementation starts. Searches harness-mem (project-only) for relevant past decisions, patterns, and Plans archive entries, then renders a single-file HTML artifact summarizing … | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-plan-brief) | + +## 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 | +|---|---|---|---| +| `brief` | core | Session-start briefing from Origin. Reads the project status file (the /handoff-maintained ledger of Active/Backlog work), then loads identity, preferences, and topic-relevant memories so the agent walks in with context. Surfaces any … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/origin/skills/brief) | + +## 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 | +|---|---|---|---| +| `langgraph` | core | Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointers, human-in-the-loop patterns, and the … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/langgraph) | +| `Excel Analysis` | core | Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/excel-analysis) | +| `it-operations` | adjacent | Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/it-operations) | + +## Source: Devin-AXIS/iPolloWork + +- Repository: [https://github.com/Devin-AXIS/iPolloWork](https://github.com/Devin-AXIS/iPolloWork) (commit `5107542`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ipollowork-presentations` | core | Create, revise, and verify slide presentations in an active iPolloWork Design session without replacing the selected template or writing outside the session project. | [source](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/examples/plugin-packages/design-agent/.opencode/skills/ipollowork-presentations) | + +## Source: dongshuyan/compass-skills + +- Repository: [https://github.com/dongshuyan/compass-skills](https://github.com/dongshuyan/compass-skills) (commit `47b0dab`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `task-forest` | core | Maintains a repo-local task forest or task DAG for the current workspace. Use when the user asks to initialize, update, close a session, summarize evolving project tasks, decide whether a new request is a global task or subtask, track task … | [source](https://github.com/dongshuyan/compass-skills/tree/47b0dab/skills/task-forest) | + +## Source: FlorianBruniaux/claude-code-ultimate-guide + +- Repository: [https://github.com/FlorianBruniaux/claude-code-ultimate-guide](https://github.com/FlorianBruniaux/claude-code-ultimate-guide) (commit `5395214`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `catchup` | core | Restore context after /clear by summarizing recent work and project state | [source](https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/5395214/examples/skills/catchup) | + +## Source: Frappucc1no/recall-loom + +- Repository: [https://github.com/Frappucc1no/recall-loom](https://github.com/Frappucc1no/recall-loom) (commit `8678cbb`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `recallloom` | core | Use when a task involves continuing a project, restoring project context, maintaining file-based project memory, updating current-state summaries, or recording meaningful progress across sessions. Works best for long-horizon, file-based … | [source](https://github.com/Frappucc1no/recall-loom/tree/8678cbb/skills/recallloom) | + +## 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 | +|---|---|---|---| +| `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: gotalab/cc-sdd + +- Repository: [https://github.com/gotalab/cc-sdd](https://github.com/gotalab/cc-sdd) (commit `29aee95`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `kiro-steering` | core | Maintain {{KIRO_DIR}}/steering/ as persistent project memory (bootstrap/sync). Use when initializing or updating steering documents. | [source](https://github.com/gotalab/cc-sdd/tree/29aee95/tools/cc-sdd/templates/agents/claude-code-skills/skills/kiro-steering) | + +## Source: hoangsonww/Claude-Code-Agent-Monitor + +- Repository: [https://github.com/hoangsonww/Claude-Code-Agent-Monitor](https://github.com/hoangsonww/Claude-Code-Agent-Monitor) (commit `8f87ce1`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory-review` | core | Review the file-based memory store via the Agent Monitor Config Explorer API: the user and project CLAUDE.md plus per-project auto-memory files under ~/.claude/projects//memory/*.md. Groups by project, shows the index (MEMORY.md) vs … | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-config/skills/memory-review) | +| `cwd-rollup` | core | Roll up Claude Code sessions by working directory (project) from Agent Monitor data — session count, total cost, total tokens, and last-active timestamp per cwd — so per-project activity can be compared at a glance. Use when summarizing … | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-sessions/skills/cwd-rollup) | +| `sprint-summary` | core | Summarize a sprint's worth of Claude Code activity — sessions grouped by project (cwd), per-model cost breakdown, token efficiency (cache hit rate, compaction baselines), subagent effectiveness from workflow API, velocity metrics … | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-productivity/skills/sprint-summary) | + +## Source: ilang-ai/autocode + +- Repository: [https://github.com/ilang-ai/autocode](https://github.com/ilang-ai/autocode) (commit `7c220d9`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory` | core | Persistent memory across sessions. Save project state and user preferences. Never save secrets. | [source](https://github.com/ilang-ai/autocode/tree/7c220d9/skills/memory) | + +## 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 | +|---|---|---|---| +| `procore-ci-integration` | core | Procore ci integration \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore ci integration\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-ci-integration) | +| `procore-common-errors` | core | Procore common errors \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore common errors\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-common-errors) | +| `procore-core-workflow-a` | core | Procore core workflow a \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore core workflow a\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-core-workflow-a) | +| `procore-core-workflow-b` | core | Procore core workflow b \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore core workflow b\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-core-workflow-b) | +| `procore-cost-tuning` | core | Procore cost tuning \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore cost tuning\", \"procore-cost-tuning\".\n | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-cost-tuning) | +| `procore-data-handling` | core | Procore data handling \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore data handling\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-data-handling) | +| `procore-debug-bundle` | core | Procore debug bundle \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore debug bundle\", \"procore-debug-bundle\".\n | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-debug-bundle) | +| `procore-deploy-integration` | core | Procore deploy integration \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore deploy integration\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-deploy-integration) | +| `procore-enterprise-rbac` | core | Procore enterprise rbac \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore enterprise rbac\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-enterprise-rbac) | +| `procore-hello-world` | core | Procore hello world \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore hello world\", \"procore-hello-world\".\n | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-hello-world) | +| `procore-incident-runbook` | core | Procore incident runbook \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore incident runbook\", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-incident-runbook) | +| `procore-install-auth` | core | Procore install auth \u2014 construction management platform integration.\n\ Use when working with Procore API for project management, RFIs, or submittals.\n\ Trigger with phrases like \"procore install auth\", \"procore-install-auth\".\n | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/procore-pack/skills/procore-install-auth) | + +## Source: jezweb/claude-skills + +- Repository: [https://github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills) (commit `e875a6b`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `proposal-writer` | core | Write a client proposal, quote, scope of work, or engagement letter for a service business. Covers project understanding, scope, timeline, pricing presentation, and terms. Use whenever the user asks for a proposal, quote, project proposal, … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/proposal-writer) | + +## Source: KKKKhazix/khazix-skills + +- Repository: [https://github.com/KKKKhazix/khazix-skills](https://github.com/KKKKhazix/khazix-skills) (commit `fcba3ad`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `neat-freak` | core | Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next session or the next person starts from one … | [source](https://github.com/KKKKhazix/khazix-skills/tree/fcba3ad/neat-freak) | + +## 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 | +|---|---|---|---| +| `site-safety-briefing` | core | Produce a toolbox talk or pre-task safety briefing from the day's planned construction work. Use when asked to write a toolbox talk, prepare a pre-task plan or JHA/JSA briefing, brief a crew on today's hazards, or plan safety for a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-construction/skills/site-safety-briefing) | +| `punch-list-builder` | core | Turn walkthrough notes, photos, or voice-memo transcripts into a proper construction punch list with location, trade, and spec reference per item. Use when asked to build a punch list, clean up walkthrough notes, organise a deficiency … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-construction/skills/punch-list-builder) | +| `subcontractor-scorecard` | adjacent | Score a subcontractor's performance across schedule reliability, quality, safety, paperwork, and change-order behaviour with weighted anchors. Use when asked to evaluate a sub, build a subcontractor scorecard, decide whether to rebid or … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-construction/skills/subcontractor-scorecard) | +| `bid-tender-review` | adjacent | Analyse a construction bid or tender package for scope gaps, risk-shifting exclusions, unit-rate red flags, and front-loading in the schedule of values. Use when asked to review a bid, level bids, check a tender for gaps, compare sub … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-construction/skills/bid-tender-review) | +| `change-order-writer` | adjacent | Draft a defensible construction change order with entitlement basis, scope delta, itemised pricing, and schedule impact. Use when asked to write a change order, price extra work, draft a CO or COR/PCO, respond to a directive for changed … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-construction/skills/change-order-writer) | + +## Source: nexscope-ai/eCommerce-Skills + +- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ecommerce-email-marketing-builder` | core | E-commerce email marketing system builder. Creates complete email automation flows with full copywriting, subject lines, ESP setup instructions, segmentation rules, and annual campaign calendars. Generates copy-paste-ready email sequences … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-email-marketing-builder) | + +## Source: nicobailon/visual-explainer + +- Repository: [https://github.com/nicobailon/visual-explainer](https://github.com/nicobailon/visual-explainer) (commit `528b71f`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `visual-explainer` | core | Generate self-contained HTML visual explanations for systems, code changes, plans, data, and technical concepts. Use for diagrams, architecture overviews, diff or plan reviews, project recaps, comparison tables, slide decks, and other … | [source](https://github.com/nicobailon/visual-explainer/tree/528b71f/plugins/visual-explainer) | + +## Source: nWave-ai/nWave + +- Repository: [https://github.com/nWave-ai/nWave](https://github.com/nWave-ai/nWave) (commit `1d0f13c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `nw-production-readiness` | core | Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-production-readiness) | + +## Source: pedrohcgs/claude-code-my-workflow + +- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `coauthor-brief` | core | Generate a co-author / collaborator handoff brief for a multi-author, multi-machine project — summarizing what changed since the last brief (git delta), the current state of each artifact (manuscript, analysis, slides), open questions, how … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/coauthor-brief) | + +## Source: plasma-ai/fractal + +- Repository: [https://github.com/plasma-ai/fractal](https://github.com/plasma-ai/fractal) (commit `73ce05a`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `wiki` | core | The wiki CLI and the node's two knowledge bases -- project wiki and memory. | [source](https://github.com/plasma-ai/fractal/tree/73ce05a/fractal/_node/skills/wiki) | + +## 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 | +|---|---|---|---| +| `insights` | core | Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project memory and session history. Use when asking for stats, statistics, progress, how am I doing, coding history, or … | [source](https://github.com/rohitg00/pro-workflow/tree/5c313e2/skills/insights) | + +## Source: rohitg00/skillkit + +- Repository: [https://github.com/rohitg00/skillkit](https://github.com/rohitg00/skillkit) (commit `d2e5c34`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `handoff-protocols` | core | Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when someone needs … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/collaboration/handoff-protocols) | + +## 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 | +|---|---|---|---| +| `memory-bridge` | core | Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-rag-memory/skills/memory-bridge) | + +## 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 | +|---|---|---|---| +| `memory-bridge` | core | Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-rag-memory/skills/memory-bridge) | + +## 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-security` | adjacent | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) | + +## Source: stjbrown/agent-knowledge + +- Repository: [https://github.com/stjbrown/agent-knowledge](https://github.com/stjbrown/agent-knowledge) (commit `0d1a828`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `kb` | core | Portable OKF knowledge bundle for coding-agent memory and LLM wikis. Use when the user wants to start a wiki, ingest a source, document a repository, query project knowledge with citations, lint for drift, or visualize connections; … | [source](https://github.com/stjbrown/agent-knowledge/tree/0d1a828/skills/kb) | + +## 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 | +|---|---|---|---| +| `rust-review` | adjacent | Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes. Use when auditing Rust crates, services, or … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/rust-review/skills/rust-review) | +| `c-review` | adjacent | Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C/C++ applications, reviewing daemons or services for memory safety, or … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/c-review/skills/c-review) | + +## 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 | +|---|---|---|---| +| `layered-recall` | core | Progressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/layered-recall) | + +## Source: worldwonderer/novel-to-game + +- Repository: [https://github.com/worldwonderer/novel-to-game](https://github.com/worldwonderer/novel-to-game) (commit `3c18abd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `novel-game-analyze` | core | Deconstruct a novel for game adaptation. Compress a raw novel, deconstruction library, or writing project into a SOURCE_BIBLE with cited textual evidence, extracting world rules, player verbs, spaces, character will, systems, and visual … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/novel-game-analyze) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..602a99d --- /dev/null +++ b/references/market.md @@ -0,0 +1,91 @@ +# Market evidence report — railway-infrastructure-inspector + +Source: **27 real job ads** (JSearch API, countries: us 23, gb 4), extracted into the MSSQL evidence store; as of 2026-07-19. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 14 | 52 % | +| senior | 9 | 33 % | +| n/a | 3 | 11 % | +| lead | 1 | 4 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | quality control | 5 | 19 % | +| 2 | rail construction | 3 | 11 % | +| 3 | rail construction inspection | 3 | 11 % | +| 4 | report preparation | 3 | 11 % | +| 5 | structural inspection | 3 | 11 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | construction supervision | 3 | 11 % | +| 2 | field issue resolution | 3 | 11 % | +| 3 | report preparation | 3 | 11 % | + +## Regional breakdown + +> **Corpus note:** 27 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** — 23 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 4 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 | +|---|---| +| Structures Examiner | 2 | +| Chief Inspector - Railroad & Electrical Infrastructure | 1 | +| Chief Inspector – Railroad & Electrical Infrastructure | 1 | +| Civil Inspector - Track/Rail | 1 | +| Construction Inspector - Rail and Transit | 1 | +| Examiner - Rail Structures | 1 | +| Inspector - Transit and Rail | 1 | +| Lead Rail Construction Inspector – Philadelphia Area | 1 | +| Lead Railroad & Electrical Infrastructure Inspector | 1 | +| Lead Railroad Bridge Inspector | 1 | +| Rail Construction Management Senior Inspector | 1 | +| Rail Construction Management Senior Inspector – Philadelphia Area | 1 | +| Rail Infrastructure Field Engineer & Site Inspector | 1 | +| Rail Structures Inspector & Survey Lead | 1 | +| Railroad Safety Inspector (Hazardous Materials) - BIL DIRECT HIRE-SME | 1 | +| Railroad Safety Inspector (Signal & Train Control) - BIL DIRECT HIRE- SME | 1 | +| Railroad Safety Inspector (Track)- DIRECT HIRE- SME | 1 | +| Senior Auditor, Rail & Infrastructure Quality | 1 | +| Senior Infrastructure Inspections Lead (Rail & Highways) | 1 | +| Senior Inspector - Railroad & Transportation Projects | 1 | +| Senior Rail Construction Inspector - On-Site Philadelphia | 1 | +| Senior Rail Inspection Engineer – Tunnel & Structures Lead | 1 | +| Senior Trackwork Inspector (Transit/Rail Infrastructure) | 1 | +| Structures Inspector – Rail & Bridges | Flexible Working | 1 | +| Transit Field Inspector — Build & Inspect Rail Projects | 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..540c204 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,20 @@ +# Occupation profile — railway infrastructure inspector + +- **ESCO URI:** http://data.europa.eu/esco/occupation/511c8e9f-b19e-4ae8-9959-c047e7410441 +- **ESCO code:** 3112.9 +- **ISCO-08 group:** 3112 — Civil engineering technicians + +## Description (ESCO) + +Railway infrastructure inspectors are responsible for checking the conditions of railways. They monitor compliance to health and safety standards and inspect the infrastructure to detect damage or flaws. They analyse and report on their findings to ensure railway conditions are maintained at a safe level. + +## Definition + +nan + +## Alternative labels + +- railway infrastructure examiner +- railway infrastructure safety inspector +- railway infrastructure auditor +- railway infrastructure surveyor diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..af0a7cc --- /dev/null +++ b/references/skills.md @@ -0,0 +1,56 @@ +# Competences — railway infrastructure inspector + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/511c8e9f-b19e-4ae8-9959-c047e7410441). + +## Essential + +- **assess railway operations** (skill/competence) +- **comply with legal regulations** (skill/competence) +- **conduct environmental surveys** (skill/competence) +- **design wayside signalling interlockings** (skill/competence) +- **enforce railway safety regulations** (skill/competence) +- **ensure safe operation of railway during repairs** (skill/competence) +- **health and safety measures in transportation** (knowledge) +- **identify hazards in the workplace** (skill/competence) +- **monitor work site** (skill/competence) +- **operate railway freight monitoring technologies** (skill/competence) +- **perform inspection analysis** (skill/competence) +- **quality assurance procedures** (knowledge) +- **undertake inspections** (skill/competence) +- **write inspection reports** (skill/competence) + +## Optional + +- advise on safety improvements (skill/competence) +- analyse environmental data (skill/competence) +- assess performance of rail operations (skill/competence) +- detect flaws in rails (skill/competence) +- detect rail track malfunctions (skill/competence) +- ensure implementation of subsidence mitigation measures (skill/competence) +- ensure public safety and security (skill/competence) +- identify preventive actions (skill/competence) +- liaise with government officials (skill/competence) +- liaise with rail experts (skill/competence) +- manage maintenance operations (skill/competence) +- operate rail-flaw-detection machine (skill/competence) +- perform rail operations risk management (skill/competence) +- perform rail track inspections (skill/competence) +- physical characteristics of railways (knowledge) +- provide advice on breaches of regulation (skill/competence) +- provide railway technical advice (skill/competence) +- rail construction engineering (knowledge) +- rail infrastructure (knowledge) +- shunt inbound loads (skill/competence) +- write rail defect records (skill/competence) + + + +## Market evidence (job-ad analysis, 27 ads, as of 2026-07-19) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- quality control — **19 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..df26bc1 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,55 @@ +# Tasks & work activities — railway infrastructure inspector + +Source: O*NET 30.3, occupation 19-5011.00 (Occupational Health and Safety Specialists) — manual nearest-occupation mapping via ISCO group 3112; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[Core]** Order suspension of activities that pose threats to workers' health or safety. +- **[Core]** Recommend measures to help protect workers from potentially hazardous work methods, processes, or materials. +- **[Core]** Investigate accidents to identify causes or to determine how such accidents might be prevented in the future. +- **[Core]** Investigate the adequacy of ventilation, exhaust equipment, lighting, or other conditions that could affect employee health, comfort, or performance. +- **[Core]** Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans. +- **[Core]** Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations. +- **[Core]** Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment. +- **[Core]** Conduct safety training or education programs and demonstrate the use of safety equipment. +- **[Core]** Provide new-employee health and safety orientations and develop materials for these presentations. +- **[Core]** Collect samples of dust, gases, vapors, or other potentially toxic materials for analysis. +- **[Core]** Investigate health-related complaints and inspect facilities to ensure that they comply with public health legislation and regulations. +- **[Core]** Coordinate "right-to-know" programs regarding hazardous chemicals or other substances. +- **[Core]** Maintain or update emergency response plans or procedures. +- **[Core]** Develop or maintain medical monitoring programs for employees. +- **[Core]** Inspect specified areas to ensure the presence of fire prevention equipment, safety equipment, or first-aid supplies. +- **[Core]** Conduct audits at hazardous waste sites or industrial sites or participate in hazardous waste site investigations. +- **[Core]** Collect samples of hazardous materials or arrange for sample collection. +- **[Supplemental]** Maintain inventories of hazardous materials or hazardous wastes, using waste tracking systems to ensure that materials are handled properly. +- **[Supplemental]** Prepare hazardous, radioactive, or mixed waste samples for transportation or storage by treating, compacting, packaging, and labeling them. +- **[Supplemental]** Perform laboratory analyses or physical inspections of samples to detect disease or to assess purity or cleanliness. +- **[Core]** Analyze incident data to identify trends in injuries, illnesses, accidents, or other hazards. +- **[Core]** Write reports. + +## Detailed work activities + +- Advise communities or institutions regarding health or safety issues. +- Analyze data to identify trends or relationships among variables. +- Analyze laboratory specimens to detect abnormalities or other problems. +- Analyze operational data to evaluate operations, processes or products. +- Collaborate with healthcare professionals to plan or provide treatment. +- Collect samples for analysis or testing. +- Collect samples of raw materials or finished products. +- Conduct health or safety training programs. +- Consult with others regarding safety or health equipment or facilities. +- Design public or employee health programs. +- Develop emergency procedures. +- Inspect work environments to ensure safety. +- Investigate accidents to determine causes. +- Investigate safety of work environment. +- Maintain inventory of medical supplies or equipment. +- Maintain safety. +- Monitor the handling of hazardous materials or medical wastes. +- Package materials for transport. +- Package products for storage or shipment. +- Prepare hazardous waste for processing or disposal. +- Prepare healthcare training materials. +- Test facilities for environmental hazards. +- Write operational reports. +- Write reports or evaluations. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..9bdb94c --- /dev/null +++ b/references/tools.md @@ -0,0 +1,29 @@ +# Tools & technology — railway infrastructure inspector + +Source: O*NET 30.3, occupation 19-5011.00 (Occupational Health and Safety Specialists) — manual nearest-occupation mapping via ISCO group 3112; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Active Server Pages ASP | Web platform development software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Project | Project management software | yes | +| Microsoft SharePoint | Document management software | yes | +| Microsoft Windows | Operating system software | yes | +| Microsoft Word | Word processing software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| Curtis Management Resources Training Management System | Data base user interface and query software | | +| Database software | Data base user interface and query software | | +| EcoLogic ADAM Indoor Air Quality and Analytical Data Management | Data base user interface and query software | | +| ESS Compliance Suite | Compliance software | | +| ImageWave MSDSFinder | Data base user interface and query software | | +| Mannus Compliance: EHS | Compliance software | | +| Medgate Enterprise EHS | Data base user interface and query software | | +| Primatech AUDITWorks | Compliance software | | +| Quality Systems Incorporated Safety Tagging System | Data base user interface and query software | | +| RAE Systems HazRAE | Data base user interface and query software | | +| Safety Software OSHALOG 300 | Data base user interface and query software | | +| Web browser software | Internet browser software | |