From 017dec6952c3a7ed2eca886a164543afc14abbec Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 18:02:34 +0200 Subject: [PATCH] feat: electrical-supervisor skill package v0.1.0 --- PROVENANCE.md | 31 +++ SKILL.md | 81 ++++++++ manifest.json | 310 +++++++++++++++++++++++++++++ references/ai-skills.md | 418 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 168 ++++++++++++++++ references/profile.md | 24 +++ references/skills.md | 85 ++++++++ references/tasks.md | 37 ++++ references/tools.md | 47 +++++ 9 files changed, 1201 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..7da1f87 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — electrical-supervisor + +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 — electrical-supervisor + "ESCO (occupation & competences)" : 58 + "O*NET (tasks & tools)" : 58 + "Job boards (market evidence)" : 118 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 195 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 58 | 13.4 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 58 | 13.4 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 118 | 27.2 % | 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 | 1.2 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 195 | 44.9 % | 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..54cdd7a --- /dev/null +++ b/SKILL.md @@ -0,0 +1,81 @@ +--- +name: electrical-supervisor +description: "Occupational skill for the role 'electrical supervisor' (also: electrical maintenance supervisor, foreman electrician, electrical systems supervisor, electrical service supervisor, electrical maintenance manager, electrician supervisor). Use when the user asks for typical electrical supervisor work such as: Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes.; Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards.; Assess potential solar installation sites to determine feasibility and design requirements." +--- + +# Electrical Supervisor + +Electrical supervisors monitor the operations involved in installing and servicing electricity cables and other electrical infrastructure. They assign tasks and take quick decisions to resolve problems. + +## Core workflow + +1. Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes. +2. Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards. +3. Assess potential solar installation sites to determine feasibility and design requirements. +4. Assess system performance or functionality at the system, subsystem, and component levels. +5. Coordinate or schedule building inspections for solar installation projects. +6. Monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets. +7. Perform start-up of systems for testing or customer implementation. +8. Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, or mechanical systems. + +## 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) + +- answer requests for quotation +- building systems monitoring technology +- check compatibility of materials +- electrical wiring plans +- electricity +- electromechanics +- electronics +- ensure compliance with construction project deadline +- ensure equipment availability +- evaluate employees work +- follow health and safety procedures in construction +- inspect construction supplies +- inspect electrical supplies +- keep records of work progress +- liaise with managers + +## Hot technologies + +- Procore software +- Autodesk AutoCAD +- Autodesk AutoCAD Civil 3D +- Autodesk Revit +- Trimble SketchUp Pro +- Salesforce software +- Microsoft Outlook +- SAP software +- Microsoft Office software +- Microsoft Windows + + + + +## Hot technologies + +Top tools from 46 gated job ads (see references/market.md, as of 2026-07-11): + +- Microsoft Office — 28 % +- SAP — 17 % +- BlueBeam — 11 % +- Navisworks — 11 % +- SCADA — 11 % +- CMMS systems — 9 % +- hand tools — 7 % +- measuring devices — 7 % +- threaders — 7 % +- Wonderware — 7 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/8862c29b-3810-4fbc-85c7-c9ee87535f73), O*NET 30.3 (47-1011.03). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..0e21638 --- /dev/null +++ b/manifest.json @@ -0,0 +1,310 @@ +{ + "name": "electrical-supervisor", + "title": "electrical supervisor", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/8862c29b-3810-4fbc-85c7-c9ee87535f73", + "esco_code": "3123.1.11", + "isco_group": "3123", + "onet_soc": "47-1011.03", + "crosswalk_match": "closeMatch" + }, + "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": 15, + "dwas": 13, + "skills_essential": 27, + "skills_optional": 30, + "software": 29 + }, + "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 + }, + "rohitg00/skillkit": { + "repo": "https://github.com/rohitg00/skillkit", + "commit": "d2e5c34", + "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": 9 + }, + "codeaholicguy/ai-devkit": { + "repo": "https://github.com/codeaholicguy/ai-devkit", + "commit": "c037861", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "ruvnet/claude-code-flow": { + "repo": "https://github.com/ruvnet/claude-code-flow", + "commit": "73914bd", + "license": "MIT", + "skills": 2 + }, + "ruvnet/ruflo": { + "repo": "https://github.com/ruvnet/ruflo", + "commit": "73914bd", + "license": "MIT", + "skills": 2 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 6 + }, + "indranilbanerjee/digital-marketing-pro": { + "repo": "https://github.com/indranilbanerjee/digital-marketing-pro", + "commit": "a3d119c", + "license": "MIT", + "skills": 2 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 4 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 4 + }, + "eduardo-sl/go-agent-skills": { + "repo": "https://github.com/eduardo-sl/go-agent-skills", + "commit": "3c45d7f", + "license": "MIT", + "skills": 1 + }, + "sanjay3290/ai-skills": { + "repo": "https://github.com/sanjay3290/ai-skills", + "commit": "3619692", + "license": "Apache-2.0", + "skills": 1 + }, + "aaron-he-zhu/aaron-marketing-skills": { + "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills", + "commit": "b7b0b9f", + "license": "Apache-2.0", + "skills": 2 + }, + "WenyuChiou/agent-collab-skills": { + "repo": "https://github.com/WenyuChiou/agent-collab-skills", + "commit": "f3c4097", + "license": "MIT", + "skills": 1 + }, + "basicmachines-co/basic-memory": { + "repo": "https://github.com/basicmachines-co/basic-memory", + "commit": "53da71c", + "license": "custom (see upstream LICENSE)", + "skills": 7 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 5 + }, + "FlorianBruniaux/claude-code-ultimate-guide": { + "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide", + "commit": "5395214", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "muratcankoylan/Agent-Skills-for-Context-Engineering": { + "repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering", + "commit": "c578e85", + "license": "MIT", + "skills": 1 + }, + "thedotmack/claude-mem": { + "repo": "https://github.com/thedotmack/claude-mem", + "commit": "f5633c1", + "license": "Apache-2.0", + "skills": 2 + }, + "jezweb/claude-skills": { + "repo": "https://github.com/jezweb/claude-skills", + "commit": "e875a6b", + "license": "MIT", + "skills": 1 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 1 + }, + "googleworkspace/cli": { + "repo": "https://github.com/googleworkspace/cli", + "commit": "a3768d0", + "license": "Apache-2.0", + "skills": 1 + }, + "softaworks/agent-toolkit": { + "repo": "https://github.com/softaworks/agent-toolkit", + "commit": "3027f20", + "license": "MIT", + "skills": 1 + }, + "nicobailon/visual-explainer": { + "repo": "https://github.com/nicobailon/visual-explainer", + "commit": "528b71f", + "license": "MIT", + "skills": 1 + }, + "snyk/agent-scan": { + "repo": "https://github.com/snyk/agent-scan", + "commit": "f3a4621", + "license": "Apache-2.0", + "skills": 3 + }, + "ThinkInAIXYZ/deepchat": { + "repo": "https://github.com/ThinkInAIXYZ/deepchat", + "commit": "f275c92", + "license": "Apache-2.0", + "skills": 3 + }, + "samber/cc-skills-golang": { + "repo": "https://github.com/samber/cc-skills-golang", + "commit": "4881c01", + "license": "MIT", + "skills": 1 + }, + "jungjaehoon-lifegamez/MAMA": { + "repo": "https://github.com/jungjaehoon-lifegamez/MAMA", + "commit": "e85b5eb", + "license": "MIT", + "skills": 1 + }, + "NevaMind-AI/memU": { + "repo": "https://github.com/NevaMind-AI/memU", + "commit": "ff90dac", + "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": 1 + }, + "parcadei/Continuous-Claude-v3": { + "repo": "https://github.com/parcadei/Continuous-Claude-v3", + "commit": "d07ff4b", + "license": "MIT", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + }, + "wanshuiyin/Anti-Autoresearch": { + "repo": "https://github.com/wanshuiyin/Anti-Autoresearch", + "commit": "c7f7f0d", + "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 + }, + "wanshuiyin/Auto-claude-code-research-in-sleep": { + "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", + "commit": "eb5c9d7", + "license": "MIT", + "skills": 1 + }, + "hqhq1025/skill-optimizer": { + "repo": "https://github.com/hqhq1025/skill-optimizer", + "commit": "b9ffd15", + "license": "MIT", + "skills": 1 + }, + "inkline/inkline": { + "repo": "https://github.com/inkline/inkline", + "commit": "fcc2bf4", + "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": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 20, + "adjacent": 60 + } + }, + "provenance": { + "items": { + "esco": 58, + "onet": 58, + "jobads": 118, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 195, + "stackx": 0 + }, + "share_percent": { + "esco": 13.4, + "onet": 13.4, + "jobads": 27.2, + "wiki_ai": 0.0, + "anthropic": 1.2, + "ai_skills": 44.9, + "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..013dccb --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,418 @@ +# External AI agent skills — electrical-supervisor + +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 | +|---|---|---|---| +| `context-engineering` | core | 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) | +| `growing-outside-in-systems` | core | Drive feature development using Outside-In TDD with Hexagonal Architecture. Design emerges through inline code, in-memory fakes, interface extraction, and deferred I/O. Use when building features, writing tests, or structuring backend … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/backend-development/skills/growing-outside-in-systems) | +| `embedded-docs` | adjacent | Embedded firmware documentation generation and maintenance using Doxygen and related tools. Expert skill for API documentation, hardware interface documentation, memory maps, and integration with documentation systems. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/embedded-systems/skills/embedded-docs) | +| `SSA/IR Design` | adjacent | Expert skill for designing intermediate representations and implementing SSA construction | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/programming-languages/skills/ssa-ir-design) | +| `vector-memory` | adjacent | HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/ruflo/skills/vector-memory) | +| `translation-management` | adjacent | Integration with translation management systems and i18n workflows. Connect with Crowdin, Transifex, Weblate, manage translation memory, synchronize glossaries, and automate localization pipelines. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/technical-documentation/skills/translation-management) | + +## 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 | +|---|---|---|---| +| `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) | +| `memory-management` | adjacent | 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) | + +## 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 | +|---|---|---|---| +| `agentic-os` | adjacent | Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/agentic-os) | + +## Source: 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 | +|---|---|---|---| +| `founder-coach` | adjacent | Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/founder-coach) | + +## 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-orient` | adjacent | Orient Codex from Basic Memory before substantial repo work by reading active tasks, decisions, recent Codex checkpoints, and repo conventions. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-orient) | +| `memory-lifecycle` | adjacent | Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any folder-based … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-lifecycle) | +| `memory-literary-analysis` | adjacent | Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing, cross-referencing, validation, and visualization. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-literary-analysis) | +| `bm-checkpoint` | adjacent | Save a deliberate Codex work checkpoint to Basic Memory with changed files, verification, decisions, blockers, and the next action. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-checkpoint) | +| `bm-decide` | adjacent | Capture a durable engineering decision in Basic Memory with rationale, alternatives, consequences, and affected work. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-decide) | +| `memory-continue` | adjacent | Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. Use when starting a session or when the user says 'continue with...', 'back … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-continue) | +| `memory-tasks` | adjacent | Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-tasks) | + +## 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 | +|---|---|---|---| +| `research-lit` | adjacent | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/research-lit) | +| `system-profile` | adjacent | Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/system-profile) | + +## Source: codeaholicguy/ai-devkit + +- Repository: [https://github.com/codeaholicguy/ai-devkit](https://github.com/codeaholicguy/ai-devkit) (commit `c037861`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory` | core | AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable knowledge, update stale entries, and avoid saving transcripts, secrets, or one-off task progress. | [source](https://github.com/codeaholicguy/ai-devkit/tree/c037861/skills/memory) | + +## 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` | adjacent | 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) | +| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/docx) | +| `pptx` | adjacent | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/pptx) | +| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/xlsx) | +| `google-calendar-automation` | adjacent | Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/google-calendar-automation) | + +## 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 | +|---|---|---|---| +| `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) | +| `interactive-portfolio` | adjacent | Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/interactive-portfolio) | +| `session-handoff` | adjacent | Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/session-handoff) | +| `agent-memory-mcp` | adjacent | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agent-memory-mcp) | + +## Source: eduardo-sl/go-agent-skills + +- Repository: [https://github.com/eduardo-sl/go-agent-skills](https://github.com/eduardo-sl/go-agent-skills) (commit `3c45d7f`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `go-troubleshooting` | core | Diagnose runtime problems in Go programs: panics and stack traces, deadlocks, goroutine leaks, memory leaks, OOM kills, race reports, and debugging with delve and pprof. Use when: "debug this panic", "read this stack trace", "deadlock", … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(safety)/go-troubleshooting) | + +## 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` | adjacent | 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: 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 | +|---|---|---|---| +| `sentry` | adjacent | Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/sentry) | + +## Source: googleworkspace/cli + +- Repository: [https://github.com/googleworkspace/cli](https://github.com/googleworkspace/cli) (commit `a3768d0`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `recipe-block-focus-time` | adjacent | Create recurring focus time blocks on Google Calendar to protect deep work hours. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-block-focus-time) | + +## Source: hqhq1025/skill-optimizer + +- Repository: [https://github.com/hqhq1025/skill-optimizer](https://github.com/hqhq1025/skill-optimizer) (commit `b9ffd15`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `skill-miner` | adjacent | Use when mining coding-agent session history, archived transcripts, memories, or repeated local work to discover recurring workflows that should become new Agent Skills. | [source](https://github.com/hqhq1025/skill-optimizer/tree/b9ffd15/skills/skill-miner) | + +## Source: indranilbanerjee/digital-marketing-pro + +- Repository: [https://github.com/indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro) (commit `a3d119c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `media-plan` | core | Create a paid media plan. Use when: building media buy schedules, cross-channel budget allocation, or creative rotation calendars. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/media-plan) | +| `client-proposal` | adjacent | Draft agency proposals. Use when: pitch deck, scope of work, SLA, capabilities presentation for prospects or clients. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/client-proposal) | + +## 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 | +|---|---|---|---| +| `millers-law` | adjacent | Apply Miller's Law — chunk information into groups of ~4 to work within working memory limits. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/millers-law) | + +## Source: inkline/inkline + +- Repository: [https://github.com/inkline/inkline](https://github.com/inkline/inkline) (commit `fcc2bf4`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `starter-templates` | adjacent | Anatomy and maintenance of inkline-starter-* repos and examples — the two starter flavors, what every starter must include, per-framework specifics, and the clone-to-rendered-component-under-2-minutes bar. Use when creating or maintaining … | [source](https://github.com/inkline/inkline/tree/fcc2bf4/.claude/skills/starter-templates) | + +## 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 | +|---|---|---|---| +| `hyperflow-status` | core | Hyperflow project status. Use to see current hyperflow state — "what is hyperflow doing", "show task progress", "where are we". Read-only — reports in-flight tasks, memory count, and progress. Never modifies state or runs work. | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-status) | +| `maintainx-migration-deep-dive` | core | Execute complete platform migrations to or from MaintainX. Use when migrating from legacy CMMS systems, performing major re-platforming, or transitioning to MaintainX from spreadsheets or other tools. Trigger with phrases like "migrate to … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/maintainx-pack/skills/maintainx-migration-deep-dive) | +| `apify-cost-tuning` | core | Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger: "apify cost", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/apify-pack/skills/apify-cost-tuning) | +| `clickhouse-common-errors` | core | Diagnose and fix the top 15 ClickHouse errors \u2014 query failures,\ \ insert problems,\nmemory limits, and merge issues.\nUse when encountering ClickHouse\ \ exceptions, debugging failed queries,\nor troubleshooting server-side … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-common-errors) | +| `detecting-memory-leaks` | core | Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or identifying leak sources. Trigger with phrases like "detect memory leaks", "analyze memory … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/performance/memory-leak-detector/skills/detecting-memory-leaks) | +| `oraclecloud-query-transform` | core | Query OCI metrics with MQL and create monitoring alarms via the Python SDK. Use when building dashboards, querying CPU/memory/network metrics, or creating alarms. Trigger with "oci monitoring", "mql query", "oci metrics", "oci alarm", "cpu … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/oraclecloud-pack/skills/oraclecloud-query-transform) | +| `replit-advanced-troubleshooting` | core | Debug hard Replit issues: container lifecycle, Nix build failures, deployment crashes, and memory leaks. Use when standard troubleshooting fails, investigating intermittent failures, or diagnosing complex Replit platform behavior. Trigger … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/replit-pack/skills/replit-advanced-troubleshooting) | +| `mnemos` | adjacent | Persistent memory and learning-loop skills for AI coding agents using mnemos MCP tools. Use whenever mnemos_* MCP tools are available and you are doing work worth remembering. Cross-session memory, conventions, corrections, and … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/community/mnemos/.claude/skills/mnemos) | +| `stackblitz-rate-limits` | adjacent | WebContainer resource limits: memory, CPU, file system size, process count. Use when working with WebContainers or StackBlitz SDK. Trigger: "webcontainer limits". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/stackblitz-pack/skills/stackblitz-rate-limits) | + +## 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` | adjacent | 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: jungjaehoon-lifegamez/MAMA + +- Repository: [https://github.com/jungjaehoon-lifegamez/MAMA](https://github.com/jungjaehoon-lifegamez/MAMA) (commit `e85b5eb`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `mama-context` | adjacent | Always-on background context injection from MAMA memory. Automatically surfaces relevant decisions when you work on code, without explicit invocation. | [source](https://github.com/jungjaehoon-lifegamez/MAMA/tree/e85b5eb/packages/claude-code-plugin/skills/mama-context) | + +## 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 | +|---|---|---|---| +| `punch-list-builder` | adjacent | 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) | + +## 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 | +|---|---|---|---| +| `analyzing-macro-malware-in-office-documents` | core | Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) | +| `performing-plc-firmware-security-analysis` | core | This skill covers analyzing Programmable Logic Controller (PLC) firmware for security vulnerabilities including hardcoded credentials, insecure update mechanisms, backdoor functions, memory corruption flaws, and undocumented debug … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-plc-firmware-security-analysis) | +| `detecting-rootkit-activity` | adjacent | Detects rootkit presence on compromised systems by identifying hidden processes, hooked system calls, modified kernel structures, hidden files, and covert network connections using memory forensics, cross-view detection, and integrity … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-rootkit-activity) | +| `analyzing-linux-kernel-rootkits` | adjacent | Detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins (check_syscall, lsmod, hidden_modules), rkhunter system scanning, and /proc vs /sys discrepancy analysis to identify hooked syscalls, hidden kernel modules, … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-linux-kernel-rootkits) | + +## Source: muratcankoylan/Agent-Skills-for-Context-Engineering + +- Repository: [https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering) (commit `c578e85`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `filesystem-context` | adjacent | This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the … | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/skills/filesystem-context) | + +## Source: NevaMind-AI/memU + +- Repository: [https://github.com/NevaMind-AI/memU](https://github.com/NevaMind-AI/memU) (commit `ff90dac`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memu` | adjacent | Give this agent persistent memory via memU. Use to memorize (save files/folders so context survives this session) when the user asks to remember or sync something, or after completing work worth keeping; and to retrieve (search memory from … | [source](https://github.com/NevaMind-AI/memU/tree/ff90dac/.claude/skills/memu) | + +## 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` | adjacent | 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: parcadei/Continuous-Claude-v3 + +- Repository: [https://github.com/parcadei/Continuous-Claude-v3](https://github.com/parcadei/Continuous-Claude-v3) (commit `d07ff4b`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/mot) | + +## 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 | +|---|---|---|---| +| `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) | +| `memory-management` | adjacent | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/memory-management) | + +## 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 | +|---|---|---|---| +| `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) | +| `memory-management` | adjacent | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/memory-management) | + +## 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: sanjay3290/ai-skills + +- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `google-calendar` | core | Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events, delete or … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/google-calendar) | + +## Source: snyk/agent-scan + +- Repository: [https://github.com/snyk/agent-scan](https://github.com/snyk/agent-scan) (commit `f3a4621`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/docx) | +| `pptx` | adjacent | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/pptx) | +| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/xlsx) | + +## Source: softaworks/agent-toolkit + +- Repository: [https://github.com/softaworks/agent-toolkit](https://github.com/softaworks/agent-toolkit) (commit `3027f20`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `session-handoff` | adjacent | Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session … | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/session-handoff) | + +## Source: thedotmack/claude-mem + +- Repository: [https://github.com/thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) (commit `f5633c1`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `mem-search` | adjacent | Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions. | [source](https://github.com/thedotmack/claude-mem/tree/f5633c1/plugin/skills/mem-search) | +| `how-it-works` | adjacent | Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?". | [source](https://github.com/thedotmack/claude-mem/tree/f5633c1/plugin/skills/how-it-works) | + +## Source: ThinkInAIXYZ/deepchat + +- Repository: [https://github.com/ThinkInAIXYZ/deepchat](https://github.com/ThinkInAIXYZ/deepchat) (commit `f275c92`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/docx) | +| `pptx` | adjacent | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/pptx) | +| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/xlsx) | + +## 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 | +|---|---|---|---| +| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/mot) | + +## Source: wanshuiyin/Anti-Autoresearch + +- Repository: [https://github.com/wanshuiyin/Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch) (commit `c7f7f0d`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `novelty-duplication-advisory` | adjacent | MEMO-ONLY prior-work overlap advisory: surfaces the two ADVISORY taxonomy signals neither a tool nor a model can decide from the paper alone — ADV-TRIVIAL-COMBINATION (standard A+B+C / 缝合 stapling) and ADV-DUPLICATE-PUBLICATION (repackaged … | [source](https://github.com/wanshuiyin/Anti-Autoresearch/tree/c7f7f0d/skills/novelty-duplication-advisory) | + +## Source: wanshuiyin/Auto-claude-code-research-in-sleep + +- Repository: [https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) (commit `eb5c9d7`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `research-lit` | adjacent | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/research-lit) | + +## Source: WenyuChiou/agent-collab-skills + +- Repository: [https://github.com/WenyuChiou/agent-collab-skills](https://github.com/WenyuChiou/agent-collab-skills) (commit `f3c4097`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `agent-context-budget` | adjacent | Use when multi-agent work risks context overflow, memory growth, noisy logs, oversized handoffs, cross-session continuation, or parallel Codex and Gemini execution. | [source](https://github.com/WenyuChiou/agent-collab-skills/tree/f3c4097/skills/agent-context-budget) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..f20a614 --- /dev/null +++ b/references/market.md @@ -0,0 +1,168 @@ +# Market evidence report — electrical-supervisor + +Source: **46 real job ads** (JSearch API, countries: us 46), extracted into the MSSQL evidence store; as of 2026-07-11. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 30 | 65 % | +| lead | 15 | 33 % | +| senior | 1 | 2 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Microsoft Office | 13 | 28 % | +| 2 | SAP | 8 | 17 % | +| 3 | BlueBeam | 5 | 11 % | +| 4 | Navisworks | 5 | 11 % | +| 5 | SCADA | 5 | 11 % | +| 6 | CMMS systems | 4 | 9 % | +| 7 | hand tools | 3 | 7 % | +| 8 | measuring devices | 3 | 7 % | +| 9 | threaders | 3 | 7 % | +| 10 | Wonderware | 3 | 7 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | electrical maintenance | 16 | 35 % | +| 2 | preventive maintenance | 15 | 33 % | +| 3 | troubleshooting | 12 | 26 % | +| 4 | predictive maintenance | 9 | 20 % | +| 5 | blueprint reading | 8 | 17 % | +| 6 | plc programming | 8 | 17 % | +| 7 | electrical installation | 7 | 15 % | +| 8 | schematic interpretation | 7 | 15 % | +| 9 | conduit bending | 5 | 11 % | +| 10 | electrical repair | 5 | 11 % | +| 11 | budget management | 4 | 9 % | +| 12 | electrical system repair | 4 | 9 % | +| 13 | equipment reliability | 4 | 9 % | +| 14 | preventative maintenance | 4 | 9 % | +| 15 | system repair | 4 | 9 % | +| 16 | commercial electrical work | 3 | 7 % | +| 17 | electrical experience | 3 | 7 % | +| 18 | electrical system installation | 3 | 7 % | +| 19 | electrical troubleshooting | 3 | 7 % | +| 20 | industrial electrical work | 3 | 7 % | +| 21 | new construction | 3 | 7 % | +| 22 | project management | 3 | 7 % | +| 23 | remodeling | 3 | 7 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | on-the-job training | 5 | 11 % | +| 2 | continuous improvement | 4 | 9 % | +| 3 | electrical safe work practices (ESWP) | 3 | 7 % | +| 4 | NEC guidelines | 3 | 7 % | +| 5 | preventative maintenance | 3 | 7 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | team leadership | 11 | 24 % | +| 2 | capital project support | 5 | 11 % | +| 3 | documentation maintenance | 5 | 11 % | +| 4 | team mentoring | 5 | 11 % | +| 5 | work prioritization | 5 | 11 % | +| 6 | continuous improvement identification | 4 | 9 % | +| 7 | crew leadership | 4 | 9 % | +| 8 | emergency response | 4 | 9 % | +| 9 | maintenance activity coordination | 4 | 9 % | +| 10 | maintenance planning | 4 | 9 % | +| 11 | quality control | 4 | 9 % | +| 12 | work assignment negotiation | 4 | 9 % | +| 13 | facility expansion initiatives | 3 | 7 % | +| 14 | issue resolution | 3 | 7 % | +| 15 | maintenance program development | 3 | 7 % | +| 16 | maintenance scheduling | 3 | 7 % | +| 17 | manpower scheduling | 3 | 7 % | +| 18 | safety compliance | 3 | 7 % | +| 19 | service work | 3 | 7 % | +| 20 | team supervision | 3 | 7 % | + +## Regional breakdown + +> **Corpus note:** 46 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +46 ads. + +**Top hard skills:** + +- electrical maintenance — 35 % (16 ads) +- preventive maintenance — 33 % (15 ads) +- troubleshooting — 26 % (12 ads) +- predictive maintenance — 20 % (9 ads) +- blueprint reading — 17 % (8 ads) +- plc programming — 17 % (8 ads) +- electrical installation — 15 % (7 ads) +- schematic interpretation — 15 % (7 ads) +- conduit bending — 11 % (5 ads) +- electrical repair — 11 % (5 ads) + +**Top tools:** + +- Microsoft Office — 28 % (13 ads) +- SAP — 17 % (8 ads) +- BlueBeam — 11 % (5 ads) +- Navisworks — 11 % (5 ads) +- SCADA — 11 % (5 ads) +- CMMS systems — 9 % (4 ads) +- hand tools — 7 % (3 ads) +- measuring devices — 7 % (3 ads) +- threaders — 7 % (3 ads) +- Wonderware — 7 % (3 ads) + +**Seniority:** mid 65 % · lead 33 % · senior 2 % + +### UK (gb) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### EU/DACH (de, at, ch, nl) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + + +## Job title variants in the market + +| Title | Ads | +|---|---| +| Electrical Supervisor | 6 | +| Senior Electrical Supervisor | 5 | +| Electrical Maintenance Supervisor | 3 | +| Traveling Electrical Foreman - Lex Service | 3 | +| Electrical Foreman | 2 | +| Electrical Foreman - Shelbyville | 2 | +| Industrial Electrical Foreman - Fort Worth | 2 | +| Construction Electrical Supervisor | 1 | +| E&I Supervisor | 1 | +| Electrical & Instrumentation Maintenance Supervisor | 1 | +| Electrical & Instrumentation Supervisor - Lead Plant Automation | 1 | +| Electrical Construction Supervisor | 1 | +| Electrical Maintenance Supervisor at Tree Top Inc. Washington DC | 1 | +| Electrical Maintenance Team Leader | 1 | +| Electrical Superintendent | 1 | +| Electrical Supervisor - Manufacturing | 1 | +| Electrical Supervisor - UK-Wide Turnkey Projects Lead | 1 | +| Electrical Supervisor, Cement Plant | 1 | +| Electrical Supervisor, Dept. of Facility Maintenance (Downcounty), 8hrs / 12mos, Ad Closes 07-08-2026 | 1 | +| Electrical Supervisor: Lead High-Voltage Maintenance | 1 | +| Electrical Supervisor: Lead Projects, Mentor Team, Flexible | 1 | +| Electrical Trades Supervisor | 1 | +| Electrician Supervisor: Coffeewood Correctional Center #00093 | 1 | +| Industrial Electrical Supervisor | 1 | +| Industrial Electrical Supervisor - Heavy Industrial | 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..d5a2bde --- /dev/null +++ b/references/profile.md @@ -0,0 +1,24 @@ +# Occupation profile — electrical supervisor + +- **ESCO URI:** http://data.europa.eu/esco/occupation/8862c29b-3810-4fbc-85c7-c9ee87535f73 +- **ESCO code:** 3123.1.11 +- **ISCO-08 group:** 3123 — Construction supervisors +- **O*NET-SOC:** 47-1011.03 — Solar Energy Installation Managers (match: closeMatch) + +## Description (ESCO) + +Electrical supervisors monitor the operations involved in installing and servicing electricity cables and other electrical infrastructure. They assign tasks and take quick decisions to resolve problems. + +## Definition + +nan + +## Alternative labels + +- electrical maintenance supervisor +- foreman electrician +- electrical systems supervisor +- electrical service supervisor +- electrical maintenance manager +- electrician supervisor +- electrical installation supervisor diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..1de8825 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,85 @@ +# Competences — electrical supervisor + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/8862c29b-3810-4fbc-85c7-c9ee87535f73). + +## Essential + +- **answer requests for quotation** (skill/competence) +- **building systems monitoring technology** (knowledge) +- **check compatibility of materials** (skill/competence) +- **electrical wiring plans** (knowledge) +- **electricity** (knowledge) +- **electromechanics** (knowledge) +- **electronics** (knowledge) +- **ensure compliance with construction project deadline** (skill/competence) +- **ensure equipment availability** (skill/competence) +- **evaluate employees work** (skill/competence) +- **follow health and safety procedures in construction** (skill/competence) +- **inspect construction supplies** (skill/competence) +- **inspect electrical supplies** (skill/competence) +- **keep records of work progress** (skill/competence) +- **liaise with managers** (skill/competence) +- **manage health and safety standards** (skill/competence) +- **monitor stock level** (skill/competence) +- **order construction supplies** (skill/competence) +- **plan resource allocation** (skill/competence) +- **plan shifts of employees** (skill/competence) +- **process incoming construction supplies** (skill/competence) +- **react to events in time-critical environments** (skill/competence) +- **supervise staff** (skill/competence) +- **test electronic units** (skill/competence) +- **test procedures in electricity transmission** (skill/competence) +- **use safety equipment in construction** (skill/competence) +- **work in a construction team** (skill/competence) + +## Optional + +- assemble electrical components (skill/competence) +- assemble electronic units (skill/competence) +- automation technology (knowledge) +- calculate needs for construction supplies (skill/competence) +- conduct quality control analysis (skill/competence) +- construction product regulation (knowledge) +- cost management (knowledge) +- energy performance of buildings (knowledge) +- install circuit breakers (skill/competence) +- install construction profiles (skill/competence) +- install electric switches (skill/competence) +- install electrical and electronic equipment (skill/competence) +- install electricity sockets (skill/competence) +- maintain electrical equipment (skill/competence) +- maintain electronic equipment (skill/competence) +- microelectronics (knowledge) +- negotiate supplier arrangements (skill/competence) +- provide first aid (skill/competence) +- provide power connection from bus bars (skill/competence) +- provide technical expertise (skill/competence) +- recruit employees (skill/competence) +- solar panel mounting systems (knowledge) +- solder electronics (skill/competence) +- splice cable (skill/competence) +- train employees (skill/competence) +- troubleshoot (skill/competence) +- use measurement instruments (skill/competence) +- use precision tools (skill/competence) +- use sander (skill/competence) +- work ergonomically (skill/competence) + + + +## Market evidence (job-ad analysis, 46 ads, as of 2026-07-11) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- electrical maintenance — **35 %** +- preventive maintenance — **33 %** +- troubleshooting — **26 %** +- predictive maintenance — **20 %** + +### Responsibilities + +- team leadership — **24 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..cb5e089 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,37 @@ +# Tasks & work activities — electrical supervisor + +Source: O*NET 30.3, occupation 47-1011.03 (Solar Energy Installation Managers). + +## Task statements + +- **[Core]** Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes. +- **[Core]** Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards. +- **[Core]** Assess potential solar installation sites to determine feasibility and design requirements. +- **[Core]** Assess system performance or functionality at the system, subsystem, and component levels. +- **[Core]** Coordinate or schedule building inspections for solar installation projects. +- **[Core]** Monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets. +- **[Core]** Perform start-up of systems for testing or customer implementation. +- **[Core]** Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, or mechanical systems. +- **[Core]** Visit customer sites to determine solar system needs, requirements, or specifications. +- **[Core]** Estimate materials, equipment, and personnel needed for residential or commercial solar installation projects. +- **[Core]** Identify means to reduce costs, minimize risks, or increase efficiency of solar installation projects. +- **[Core]** Prepare solar installation project proposals, quotes, budgets, or schedules. +- **[Core]** Purchase or rent equipment for solar energy system installation. +- **[Supplemental]** Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams. +- **[Supplemental]** Evaluate subcontractors or subcontractor bids for quality, cost, and reliability. + +## Detailed work activities + +- Analyze costs and benefits of proposed designs or projects. +- Assess locations for potential green technology installations. +- Communicate with other construction or extraction personnel to discuss project details. +- Coordinate construction project activities. +- Create construction or installation diagrams. +- Direct construction or extraction personnel. +- Estimate construction project costs. +- Estimate construction project labor requirements. +- Estimate materials requirements for projects. +- Identify opportunities to improve operational efficiency. +- Order construction or extraction materials or equipment. +- Plan layout of construction, installation, or repairs. +- Test green technology installations to verify performance. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..9cb1003 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,47 @@ +# Tools & technology — electrical supervisor + +Source: O*NET 30.3 'Software Skills' for 47-1011.03. + +| Software | Category | Hot technology | +|---|---|---| +| Procore software | Analytical or scientific software | yes | +| Autodesk AutoCAD | Computer aided design CAD software | yes | +| Autodesk AutoCAD Civil 3D | Computer aided design CAD software | yes | +| Autodesk Revit | Computer aided design CAD software | yes | +| Trimble SketchUp Pro | Computer aided design CAD software | yes | +| Salesforce software | Customer relationship management CRM software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Windows | Operating system software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Microsoft Project | Project management software | yes | +| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| Minitab | Analytical or scientific software | | +| PVsyst | Analytical or scientific software | | +| Work scheduling software | Calendar and scheduling software | | +| Bentley STAAD | Computer aided design CAD software | | +| Computer aided design and drafting software CADD | Computer aided design CAD software | | +| Prolog | Development environment software | | +| Microsoft SharePoint Server | Document management software | | +| Esri ArcGIS | Geographic information system | | +| Inventory tracking software | Inventory management software | | +| Mapping software | Map creation software | | +| Real time operating system RTOS software | Operating system software | | +| Cost estimating software | Project management software | | +| Oracle Primavera Systems | Project management software | | + + + +## Market evidence (job-ad analysis, 46 ads, as of 2026-07-11) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Microsoft Office — **28 %** + +