From eb964e65b275670a99b03e8308d24fecee45b1b4 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 19:15:48 +0200 Subject: [PATCH] feat: payroll-clerk skill package v0.1.0 --- PROVENANCE.md | 31 +++ SKILL.md | 69 +++++++ manifest.json | 274 ++++++++++++++++++++++++++ references/ai-skills.md | 370 ++++++++++++++++++++++++++++++++++++ references/berufsbild-de.md | 63 ++++++ references/market.md | 130 +++++++++++++ references/profile.md | 26 +++ references/skills.md | 62 ++++++ references/tasks.md | 47 +++++ references/tools.md | 82 ++++++++ 10 files changed, 1154 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/berufsbild-de.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..86567f7 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — payroll-clerk + +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 — payroll-clerk + "ESCO (occupation & competences)" : 22 + "O*NET (tasks & tools)" : 103 + "Job boards (market evidence)" : 93 + "Anthropic official Claude skills" : 6 + "External AI skill packs (mapped)" : 176 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 22 | 5.5 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 103 | 25.8 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 93 | 23.2 % | 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 | 6 | 1.5 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 176 | 44.0 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..b82f980 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,69 @@ +--- +name: payroll-clerk +description: "Occupational skill for the role 'payroll clerk' (also: payroll accounts clerk, wages clerk, payroll bookeeper, payroll officer, payroll technician, payroll administrator). Use when the user asks for typical payroll clerk work such as: Process paperwork for new employees and enter employee information into the payroll system.; Keep track of leave time, such as vacation, personal, and sick leave, for employees.; Conduct verifications of employment." +--- + +# Payroll Clerk + +Payroll clerks manage the time sheets and pay checks of the employees and ensure the accuracy and correctness of the information. They check overtime, sick days and vacations and distribute the pay checks. + +## Core workflow + +1. Process paperwork for new employees and enter employee information into the payroll system. +2. Keep track of leave time, such as vacation, personal, and sick leave, for employees. +3. Conduct verifications of employment. +4. Process and issue employee paychecks and statements of earnings and deductions. +5. Compute wages and deductions, and enter data into computers. +6. Compile employee time, production, and payroll data from time sheets and other records. +7. Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies. +8. Verify attendance, hours worked, and pay adjustments, and post information onto designated records. + +## 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) + +- calculate wages +- carry out financial transactions +- check payrolls +- examine budgets +- manage payroll +- mathematics +- prepare paychecks +- procure time sheet approval +- trace financial transactions + +## Hot technologies + +- Intuit QuickBooks +- Microsoft Access +- Microsoft Outlook +- Oracle PeopleSoft +- SAP software +- Workday software +- Microsoft Office software +- Microsoft PowerPoint +- Microsoft Excel +- Kronos Workforce Timekeeper + + + + +## Hot technologies + +Top tools from 53 gated job ads (see references/market.md, as of 2026-07-18): + +- Microsoft Excel — 32 % +- Microsoft Word — 9 % +- ADP — 6 % +- Microsoft PowerPoint — 6 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/ade351da-7bda-424e-8682-bbdcab2a25be), O*NET 30.3 (43-3051.00). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..f4ae0e0 --- /dev/null +++ b/manifest.json @@ -0,0 +1,274 @@ +{ + "name": "payroll-clerk", + "title": "payroll clerk", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/ade351da-7bda-424e-8682-bbdcab2a25be", + "esco_code": "4313.1", + "isco_group": "4313", + "onet_soc": "43-3051.00", + "crosswalk_match": "exactMatch" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 21, + "dwas": 17, + "skills_essential": 9, + "skills_optional": 12, + "software": 64 + }, + "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": 3 + }, + "wshobson/agents": { + "repo": "https://github.com/wshobson/agents", + "commit": "6fd3247", + "license": "MIT (c) Seth Hobson", + "skills": 1 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 12 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 1 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 6 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 3 + }, + "K-Dense-AI/claude-scientific-skills": { + "repo": "https://github.com/K-Dense-AI/claude-scientific-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 3 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 3 + }, + "K-Dense-AI/scientific-agent-skills": { + "repo": "https://github.com/K-Dense-AI/scientific-agent-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 3 + }, + "googleworkspace/cli": { + "repo": "https://github.com/googleworkspace/cli", + "commit": "a3768d0", + "license": "Apache-2.0", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "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 + }, + "OpenSenseNova/SenseNova-Skills": { + "repo": "https://github.com/OpenSenseNova/SenseNova-Skills", + "commit": "d8bb438", + "license": "MIT", + "skills": 2 + }, + "raintree-technology/apple-hig-skills": { + "repo": "https://github.com/raintree-technology/apple-hig-skills", + "commit": "431fd30", + "license": "MIT", + "skills": 1 + }, + "elementalsouls/Claude-BugHunter": { + "repo": "https://github.com/elementalsouls/Claude-BugHunter", + "commit": "05098fc", + "license": "MIT", + "skills": 1 + }, + "rockscy/solo-skills": { + "repo": "https://github.com/rockscy/solo-skills", + "commit": "80ec4cf", + "license": "MIT", + "skills": 1 + }, + "pedrohcgs/claude-code-my-workflow": { + "repo": "https://github.com/pedrohcgs/claude-code-my-workflow", + "commit": "be53c12", + "license": "MIT", + "skills": 1 + }, + "AgriciDaniel/claude-ads": { + "repo": "https://github.com/AgriciDaniel/claude-ads", + "commit": "669c760", + "license": "MIT", + "skills": 9 + }, + "coreyhaines31/makerskills": { + "repo": "https://github.com/coreyhaines31/makerskills", + "commit": "17218de", + "license": "MIT", + "skills": 2 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 7 + }, + "nexu-io/open-design": { + "repo": "https://github.com/nexu-io/open-design", + "commit": "4b66023", + "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": 3 + }, + "open-gitagent/opengap": { + "repo": "https://github.com/open-gitagent/opengap", + "commit": "d7a8e2e", + "license": "MIT", + "skills": 1 + }, + "OpenRaiser/NanoResearch": { + "repo": "https://github.com/OpenRaiser/NanoResearch", + "commit": "7144364", + "license": "MIT", + "skills": 1 + }, + "Orchestra-Research/AI-research-SKILLs": { + "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 1 + }, + "zechenzhangAGI/AI-research-SKILLs": { + "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 3 + }, + "microsoft/skills": { + "repo": "https://github.com/microsoft/skills", + "commit": "dc543aa", + "license": "MIT", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 1 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 1 + }, + "ahacker-1/cre-agent-skills": { + "repo": "https://github.com/ahacker-1/cre-agent-skills", + "commit": "618734e", + "license": "Apache-2.0", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 25, + "adjacent": 55 + } + }, + "provenance": { + "items": { + "esco": 22, + "onet": 103, + "jobads": 93, + "wiki_ai": 0, + "anthropic": 6, + "ai_skills": 176, + "stackx": 0 + }, + "share_percent": { + "esco": 5.5, + "onet": 25.8, + "jobads": 23.2, + "wiki_ai": 0.0, + "anthropic": 1.5, + "ai_skills": 44.0, + "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..5b6e466 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,370 @@ +# External AI agent skills — payroll-clerk + +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 | +|---|---|---|---| +| `xlsx` | adjacent | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, … | [source](https://github.com/anthropics/skills/tree/main/skills/xlsx) | +| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) | +| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) | + +## Source: wshobson/agents + +- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14) +- License: MIT (c) Seth Hobson + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `file-conversion` | adjacent | Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or … | [source](https://github.com/wshobson/agents/tree/main/plugins/file-conversion/skills/file-conversion) | + +## 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 | +|---|---|---|---| +| `financial-dashboard-generator` | core | Automated financial dashboard and KPI visualization skill with executive reporting capabilities | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/financial-dashboard-generator) | +| `account-reconciliation-automator` | core | Automated account reconciliation skill with matching algorithms and exception handling | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/account-reconciliation-automator) | +| `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) | +| `three-statement-model-builder` | adjacent | Integrated three-statement financial model builder linking income statement, balance sheet, and cash flow statement with circular reference handling | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/finance-accounting/skills/three-statement-model-builder) | +| `throughput-accountant` | adjacent | TOC financial metrics skill for throughput, inventory, and operating expense analysis with decision support | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/throughput-accountant) | +| `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) | + +## 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 | +|---|---|---|---| +| `cost-tracking` | adjacent | Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by model, session, or date. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/cost-tracking) | + +## Source: AgriciDaniel/claude-ads + +- Repository: [https://github.com/AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) (commit `669c760`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ads` | adjacent | Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for account intake, source-grounded audits, strategy, budget and measurement planning, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/ads) | +| `ads-microsoft` | adjacent | Audit Microsoft Advertising measurement, UET, search and audience campaigns, Google imports, syndication, keywords, creative, bidding, budgets, Copilot inventory, and policy. Use for Microsoft Ads, Bing Ads, UET, Microsoft Audience … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-microsoft) | +| `ads-amazon` | adjacent | Audit Amazon Ads profiles, regions, Sponsored Products, Sponsored Brands, Sponsored Display, DSP, portfolios, targeting, search terms, retail readiness, creative, budgets, ACOS, TACOS, reporting, and policy. Use for Amazon Ads, sponsored … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-amazon) | +| `ads-attribution` | adjacent | Audit cross-platform attribution, conversion definitions, reporting windows, GA4, AdServices and AdAttributionKit, MMPs, browser and server events, offline conversions, and platform reconciliation. Use for attribution audit, attribution … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-attribution) | +| `ads-optimize` | adjacent | Diagnose and draft or explicitly apply paid-ad optimizations using evidence, financial constraints, experiments, and capability-gated adapters. Use for campaign optimization, budget reallocation, bid changes, pausing or archiving ads, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-optimize) | +| `ads-pinterest` | adjacent | Audit Pinterest Ads measurement, Pinterest Tag and Conversions API, catalog and shopping readiness, visual creative, audiences, Performance+ intent, budgets, brand safety, and reporting. Use for Pinterest Ads, promoted Pins, shopping ads, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-pinterest) | +| `ads-reddit` | adjacent | Audit Reddit Ads measurement, campaign structure, community and interest targeting, creative-native fit, catalog advertising, budgets, brand safety, and reporting. Use for Reddit Ads, promoted posts, conversation ads, community targeting, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-reddit) | +| `ads-snapchat` | adjacent | Audit Snapchat Ads measurement, Snap Pixel and Conversions API, mobile and app campaigns, creative, AR and catalog formats, audiences, budgets, brand safety, and reporting. Use for Snapchat Ads, Snap Ads, Snap Pixel, Snapchat Conversions … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-snapchat) | +| `ads-x` | adjacent | Audit X Ads measurement, X Pixel and Conversions API, campaign objectives, keyword and conversation targeting, creative, budgets, brand safety, app measurement, and reporting. Use for X Ads, Twitter Ads, promoted posts, X Pixel, X … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-x) | + +## Source: ahacker-1/cre-agent-skills + +- Repository: [https://github.com/ahacker-1/cre-agent-skills](https://github.com/ahacker-1/cre-agent-skills) (commit `618734e`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cre-asset-management` | adjacent | CRE Asset Management analysis suite — 9 specialist skills for post-acquisition multifamily operations including annual budgeting, monthly variance analysis, rent collection, renewal decisions, lease-up tracking, capex execution, NOI … | [source](https://github.com/ahacker-1/cre-agent-skills/tree/618734e/claude-code-plugins/cre-asset-management) | + +## Source: alirezarezvani/claude-skills + +- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `google-workspace-cli` | adjacent | Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/google-workspace-cli/skills/google-workspace-cli) | +| `finance-skills` | adjacent | Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/finance/skills/finance-skills) | +| `financial-analyst` | adjacent | Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/finance/skills/financial-analyst) | + +## 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 | +|---|---|---|---| +| `cost-benefit` | adjacent | Cost-benefit analysis. Produces economic NPV and financial NPV side by side, with BCR, optimism bias (with mitigation), Marginal Excess Tax Burden, real-terms rebasing, WELLBY / QALY / VPF wellbeing valuation, sensitivity, switching … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/58-charlescoverdale-econstack/cost-benefit) | +| `stata-accounting-guide` | adjacent | STATA code for empirical accounting and financial economics research | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/analysis/econometrics/stata-accounting-guide) | +| `education-data-source-nccs` | adjacent | NCCS — Form 990 data for private nonprofit colleges (Portal: IPEDS-matched, 1993-2016). Revenue, expenses, assets, endowment, governance beyond IPEDS. Use when IRS financial depth needed. Portal ends 2016; public institutions excluded (no … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/education-data-source-nccs) | + +## Source: coreyhaines31/makerskills + +- Repository: [https://github.com/coreyhaines31/makerskills](https://github.com/coreyhaines31/makerskills) (commit `17218de`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `company-cfo` | adjacent | Monthly CFO workflow for a company or agency — pull raw data from bank + payment processor + payroll + expense management, categorize and reconcile, compute end-of-month cash via transaction-sum method, update a scenario projector for … | [source](https://github.com/coreyhaines31/makerskills/tree/17218de/skills/company-cfo) | +| `personal-cfo` | adjacent | When you want to model personal financial scenarios — house purchase + rental income (ADU, bedroom rentals, house-hacking), renovation budgets, monthly cash flow forecasts, big-purchase decisions, savings/investment what-ifs. For personal … | [source](https://github.com/coreyhaines31/makerskills/tree/17218de/skills/personal-cfo) | + +## 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 | +|---|---|---|---| +| `financial-model` | adjacent | Run deterministic financial models for startup valuation and SaaS health analysis. Triggered by: "/venture-capital-intelligence:financial-model", "run a financial model on X", "DCF this company", "model the financials", "calculate runway", … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/venture-capital-intelligence/skills/financial-model) | + +## 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 | +|---|---|---|---| +| `gcc` | core | Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/git/git-context-controller) | +| `evaluating-llms-harness` | adjacent | Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/evaluation-lm-evaluation-harness) | +| `get-available-resources` | adjacent | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/get-available-resources) | + +## Source: elementalsouls/Claude-BugHunter + +- Repository: [https://github.com/elementalsouls/Claude-BugHunter](https://github.com/elementalsouls/Claude-BugHunter) (commit `05098fc`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `web3-audit` | core | Smart contract security audit — 10 DeFi bug classes (accounting desync, access control, incomplete path, off-by-one, oracle, ERC4626, reentrancy, flash loan, signature replay, proxy), pre-dive kill signals (TVL < $500K etc), Foundry PoC … | [source](https://github.com/elementalsouls/Claude-BugHunter/tree/05098fc/skills/web3-audit) | + +## 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 | +|---|---|---|---| +| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/peer-review) | +| `edgartools` | adjacent | Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading (Form 4), … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/edgartools) | +| `get-available-resources` | adjacent | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/get-available-resources) | + +## 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-create-expense-tracker` | core | Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-create-expense-tracker) | + +## 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 | +|---|---|---|---| +| `fondo-reference-architecture` | core | Reference architecture for startup financial operations using Fondo as the bookkeeping backbone with complementary tools for banking, payroll, and reporting. Trigger: "fondo architecture", "startup finance stack", "fondo integration … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-reference-architecture) | +| `fondo-ci-integration` | core | Automate financial reporting workflows that complement Fondo with CI/CD pipelines for expense tracking, budget alerts, and financial data validation. Trigger: "fondo CI", "fondo automation", "fondo financial alerts". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-ci-integration) | +| `fondo-webhooks-events` | core | Implement event-driven financial workflows using webhooks from Fondo-connected services: Stripe payment events, Gusto payroll events, and Plaid transactions. Trigger: "fondo webhooks", "fondo events", "stripe payroll webhooks", "financial … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-webhooks-events) | +| `fondo-core-workflow-a` | core | Execute Fondo primary workflow: monthly bookkeeping close and financial reporting. Use when managing month-end close, reviewing financial statements, or preparing for board meetings and fundraising. Trigger: "fondo bookkeeping", "fondo … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-core-workflow-a) | +| `fondo-local-dev-loop` | core | Configure local development workflows that integrate with Fondo for financial data, using Fondo exports with QuickBooks or accounting tools. Trigger: "fondo dev setup", "fondo export", "fondo QuickBooks", "fondo local data". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-local-dev-loop) | +| `fondo-prod-checklist` | core | Execute Fondo production readiness checklist for year-end tax filing, R&D credit claims, and board-ready financial reporting. Trigger: "fondo production", "fondo tax filing ready", "fondo year-end checklist". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-prod-checklist) | +| `fondo-hello-world` | core | Verify Fondo setup by checking financial data sync, reviewing categorized transactions, and confirming R&D tax credit eligibility. Trigger: "fondo first sync", "fondo verify", "fondo hello world", "fondo test". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-hello-world) | +| `fondo-install-auth` | core | Set up Fondo account and configure integrations with Gusto, QuickBooks, and bank accounts for automated startup bookkeeping and R&D tax credits. Trigger: "setup fondo", "fondo account", "fondo integrations", "connect fondo". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-install-auth) | +| `oraclecloud-cost-tuning` | core | Track OCI spend with the Usage API and set up budget alerts. Use when monitoring Oracle Cloud costs, creating budgets, analyzing spend by compartment or service, or optimizing Universal Credits consumption. Trigger with "oraclecloud cost", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/oraclecloud-pack/skills/oraclecloud-cost-tuning) | +| `navan-core-workflow-b` | adjacent | Manage Navan expense reporting, transaction data, and ERP synchronization. Use when building expense pipelines, automating approval workflows, or syncing transactions to accounting systems. Trigger with "navan expense management", "navan … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/navan-pack/skills/navan-core-workflow-b) | +| `fondo-core-workflow-b` | adjacent | Execute Fondo R&D tax credit workflow: qualify activities, calculate credits, file Form 6765, and claim payroll tax offset for startups. Trigger: "fondo R&D credit", "fondo tax credit", "fondo Form 6765", "startup tax credit". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-core-workflow-b) | +| `find-cpa-firm` | adjacent | Use whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2 audit, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-cpa-firm) | + +## Source: K-Dense-AI/claude-scientific-skills + +- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/peer-review) | +| `xlsx` | adjacent | Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported to Excel. Also … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/xlsx) | +| `get-available-resources` | adjacent | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/get-available-resources) | + +## Source: K-Dense-AI/scientific-agent-skills + +- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/peer-review) | +| `xlsx` | adjacent | Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported to Excel. Also … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/xlsx) | +| `get-available-resources` | adjacent | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/get-available-resources) | + +## Source: microsoft/skills + +- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `m365-agent-evaluator` | adjacent | Use this skill when a user wants to create, run, or analyze evaluation suites for Microsoft 365 Copilot declarative agents with the public @microsoft/m365-copilot-eval CLI. Trigger on intents such as "evaluate my agent", "test my agent", … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator) | + +## 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 | +|---|---|---|---| +| `excel-model` | adjacent | Build a real, formula-driven Excel (.xlsx) model — not a static table. Use when asked to build an Excel model, a financial model, a budget/forecast spreadsheet, or any .xlsx with live formulas a user can edit. Produces an actual .xlsx file … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-documents/skills/excel-model) | +| `financial-statement-explainer` | adjacent | Explain a financial statement (P&L, balance sheet, or cash flow) in plain English. Use when asked to explain a P&L / income statement, a balance sheet, a cash flow statement, or to make financials understandable to a non-finance reader. … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-accounting/skills/financial-statement-explainer) | +| `bookkeeping-categorization` | adjacent | Set up a chart of accounts and rules for categorizing transactions. Use when asked how to categorize expenses/transactions, set up a chart of accounts, organize bookkeeping, or sort bank transactions into the right buckets. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-accounting/skills/bookkeeping-categorization) | +| `carbon-accounting-check` | adjacent | Sanity-check a greenhouse gas inventory before it goes into a report or gets audited. Use when asked to review a carbon footprint, check a GHG inventory, validate scope 1/2/3 numbers, explain a year-over-year emissions change, or prepare … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-climate/skills/carbon-accounting-check) | +| `credit-memo` | adjacent | Write a credit memo for a lending decision: borrower story, facility structure, repayment sources, financial-ratio spread with covenant headroom, risk factors with mitigants, risk-rating rationale, and a recommendation. Use when asked to … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-banking/skills/credit-memo) | +| `dispute-letter` | adjacent | Write a letter to dispute an incorrect charge, bill, or record. Use when asked to dispute a credit-card charge, contest a bill or invoice, challenge a credit-report error, or formally dispute a fee. Produces a clear dispute letter — what's … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-lifeadmin/skills/dispute-letter) | +| `financial-model-narrative` | adjacent | Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story. Produces an executive … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-finance/skills/financial-model-narrative) | + +## 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) | + +## 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 | +|---|---|---|---| +| `shopify-tax-compliance` | core | Tax setup and compliance — sales tax, VAT, duty collection, tax-exempt customers, reporting | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/shopify-tax-compliance) | + +## Source: nexu-io/open-design + +- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `finance-report` | adjacent | Quarterly / monthly financial report — masthead with KPIs, revenue and burn charts, P&L summary table, top-line highlights, and an outlook paragraph. Use when the brief mentions "financial report", "Q3 report", "MRR review", "P&L", or "财报". | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/finance-report) | + +## Source: open-gitagent/opengap + +- Repository: [https://github.com/open-gitagent/opengap](https://github.com/open-gitagent/opengap) (commit `d7a8e2e`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `document-review` | adjacent | Reviews financial documents (prospectuses, ADVs, marketing materials) for FINRA 2210 compliance, required disclosures, and balanced presentation. Use when reviewing financial statements, audit documents, regulatory filings, or when the … | [source](https://github.com/open-gitagent/opengap/tree/d7a8e2e/examples/full/skills/document-review) | + +## Source: OpenRaiser/NanoResearch + +- Repository: [https://github.com/OpenRaiser/NanoResearch](https://github.com/OpenRaiser/NanoResearch) (commit `7144364`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `evaluating-llms-harness` | adjacent | Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by … | [source](https://github.com/OpenRaiser/NanoResearch/tree/7144364/skills/vendor-ai-research/lm-evaluation-harness) | + +## Source: OpenSenseNova/SenseNova-Skills + +- Repository: [https://github.com/OpenSenseNova/SenseNova-Skills](https://github.com/OpenSenseNova/SenseNova-Skills) (commit `d8bb438`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `excel-data-analysis-and-report-generation` | core | 从Excel提取多类型数据，并生成包含可视化图表与下载链接的综合分析报告。 | [source](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-result-export/report-generation-export) | +| `excel-large-file-processing-and-cleaning` | adjacent | 读取多 sheet Excel 文件，动态识别目标列进行统计，并使用正则清洗文本字段提取中文字符，最终输出标准化 Excel 文件。 | [source](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-reading/structured-header-reading) | + +## Source: Orchestra-Research/AI-research-SKILLs + +- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `evaluating-llms-harness` | adjacent | Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/11-evaluation/lm-evaluation-harness) | + +## 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 | +|---|---|---|---| +| `promote-memory` | core | Review candidate `[LEARN]` entries in `.claude/state/personal-memory.md` (gitignored) and run them through a five-critic council in parallel: generality, staleness, redundancy, evidence, format. Majority vote (3+ of 5) promotes the entry … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/promote-memory) | + +## Source: raintree-technology/apple-hig-skills + +- Repository: [https://github.com/raintree-technology/apple-hig-skills](https://github.com/raintree-technology/apple-hig-skills) (commit `431fd30`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `hig-components-dialogs` | core | Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "should I use an alert or a sheet," "how do I show a confirmation dialog," "when … | [source](https://github.com/raintree-technology/apple-hig-skills/tree/431fd30/skills/hig-components-dialogs) | + +## Source: rampstackco/claude-skills + +- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ads-performance-analytics` | adjacent | How to read paid media dashboards without fooling yourself. Attribution models, platform reporting quirks, multi-platform reconciliation, ROAS vs LTV horizon traps, statistical noise in performance metrics, incrementality testing, and the … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/ads-performance-analytics) | + +## Source: rockscy/solo-skills + +- Repository: [https://github.com/rockscy/solo-skills](https://github.com/rockscy/solo-skills) (commit `80ec4cf`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `changelog-from-commits` | core | Generate a user-facing CHANGELOG entry from raw git log output. Use when the user is preparing a release, says "what changed since last version", asks to write release notes, or wants to summarize a batch of commits for end users. | [source](https://github.com/rockscy/solo-skills/tree/80ec4cf/skills/changelog-from-commits) | + +## 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 | +|---|---|---|---| +| `cost-health` | core | Composite CI gate — runs cost-budget-check + cost-burn + cost-anomaly + cost-projection in parallel and surfaces a single combined health status with max exit code. The operationally-useful entry point — one shell-out covers all four alert … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-cost-tracker/skills/cost-health) | + +## 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 | +|---|---|---|---| +| `cost-health` | core | Composite CI gate — runs cost-budget-check + cost-burn + cost-anomaly + cost-projection in parallel and surfaces a single combined health status with max exit code. The operationally-useful entry point — one shell-out covers all four alert … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-cost-tracker/skills/cost-health) | + +## 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 | +|---|---|---|---| +| `minimax-xlsx` | adjacent | Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or … | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/minimax-xlsx) | + +## Source: zechenzhangAGI/AI-research-SKILLs + +- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `evaluating-llms-harness` | adjacent | Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/11-evaluation/lm-evaluation-harness) | diff --git a/references/berufsbild-de.md b/references/berufsbild-de.md new file mode 100644 index 0000000..d3f0296 --- /dev/null +++ b/references/berufsbild-de.md @@ -0,0 +1,63 @@ +# Berufsbild (Deutschland) — Lohn- und Gehaltsbuchhalter/in + +> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 7700, +> KldB 2010: B 72213 · via öffentliche BERUFENET-API, +> abgerufen 2026-07-12. Automatisches Label-Matching +> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim +> Original: https://web.arbeitsagentur.de/berufenet/beruf/7700 + +## Aufgaben und Tätigkeiten kompakt + +Lohn- und Gehaltsbuchhalter bzw. -buchhalterinnen organisieren, führen und überwachen die Lohn- und Gehaltsbuchhaltung und erstellen Entgeltabrechnungen. Sie verwalten und pflegen die für die Abrechnung relevanten Daten und führen Lohnkonten. Zudem fertigen sie Bescheinigungen und Arbeitspapiere z.B. monatliche Gehaltsbescheinigungen an und erfassen Personaldaten. Darüber hinaus gehört das monatliche und jährliche Meldewesen zu ihren Aufgabenbereichen. Außerdem erstellen sie Beitragsnachweise und übermitteln die Lohnsteueranmeldung an das Finanzamt. + +## Tätigkeitsbezeichnungen + +Lohn- und Gehaltsbuchhalter/in + +Auch übliche Berufsbezeichnung/SynonymLohn- und Gehaltsabrechner/in + +Berufsbezeichnung in englischer SprachePayroll accountant (m/f) + +## Die Tätigkeit im Überblick + +Lohn- und Gehaltsbuchhalter bzw. -buchhalterinnen erstellen und verbuchen Lohn- und Gehaltsabrechnungen und stehen Mitarbeitenden bei steuerlichen und sozialversicherungsrechtlichen Fragen zur Seite. + +## Trends + +Digitale ProzessautomatisierungDie digitale Prozessautomatisierung (DPA) optimiert und vervollständigt digitale Workflows. Ihr Schwerpunkt liegt auf End-to-End-Prozessen im Unternehmen und deren Anbindung an Partnerunternehmen sowie Kunden und Kundinnen. DPA digitalisiert organisationsübergreifende Prozesse, integriert beteiligte Systeme und automatisiert den Informationstransfer. Geschäftsabläufe im Vertrieb, Marketing, Management, in der IT und der Produktion sind mögliche Einsatzmöglichkeiten der DPA. Fach- und Führungskräfte aus unterschiedlichen Abteilungen werden sich mit dieser Entwicklung beschäftigen und ihre Konzepte weiterentwickeln. + +## Aufgaben und Tätigkeiten im Einzelnen + +Lohn- und Gehaltsbuchhaltung wahrnehmen +interne Lohnkonten führen + +Anwesenheitszeiten überprüfen, Überstunden und Zulagen einberechnen + + Reisekostenabrechnungen prüfen und durchführen + +die Gehälter anweisen + + Daten für die Finanzbuchhaltung aufbereiten + + +monatliches bzw. jährliches Meldewesen wahrnehmen +Meldungen an Krankenkassen vornehmen + +Lohnsteuerdaten an das Finanzamt übermitteln + +mit Behörden, Krankenkassen und Sozialversicherungsträgern korrespondieren + + +Mitarbeitende betreuen und beraten +Mitarbeitende bei Fragen zu Gehaltsabrechnung und Sozialversicherung beraten + +Stammdaten der Mitarbeitenden verwalten + +Bescheinigungen und Arbeitspapiere ausstellen + + +bei der Erstellung von Geschäftsberichten mitwirken + +## Arbeitsbereiche/Branchen + +Lohn- und Gehaltsbuchhalter und -buchhalterinnen finden Beschäftigung in Unternehmen aller Wirtschaftsbereiche. diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..17635ab --- /dev/null +++ b/references/market.md @@ -0,0 +1,130 @@ +# Market evidence report — payroll-clerk + +Source: **53 real job ads** (JSearch API, countries: us 53), extracted into the MSSQL evidence store; as of 2026-07-18. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 32 | 60 % | +| n/a | 15 | 28 % | +| junior | 6 | 11 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Microsoft Excel | 17 | 32 % | +| 2 | Microsoft Word | 5 | 9 % | +| 3 | ADP | 3 | 6 % | +| 4 | Microsoft PowerPoint | 3 | 6 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | payroll processing | 49 | 92 % | +| 2 | data entry | 36 | 68 % | +| 3 | osha reporting | 18 | 34 % | +| 4 | expense tracking | 16 | 30 % | +| 5 | report generation | 14 | 26 % | +| 6 | benefit administration | 13 | 25 % | +| 7 | personnel file maintenance | 13 | 25 % | +| 8 | timekeeping management | 13 | 25 % | +| 9 | personnel record maintenance | 11 | 21 % | +| 10 | record maintenance | 9 | 17 % | +| 11 | account reconciliation | 4 | 8 % | +| 12 | accounts payable | 4 | 8 % | +| 13 | timekeeping | 3 | 6 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | payroll information assistance | 18 | 34 % | +| 2 | personnel file maintenance | 16 | 30 % | +| 3 | report generation | 15 | 28 % | +| 4 | employee support | 14 | 26 % | +| 5 | data correction | 12 | 23 % | +| 6 | data review | 12 | 23 % | +| 7 | osha report completion | 12 | 23 % | +| 8 | performance review processing | 12 | 23 % | +| 9 | time exception review | 12 | 23 % | +| 10 | payroll question resolution | 9 | 17 % | +| 11 | OSHA report maintenance | 8 | 15 % | +| 12 | system updates | 7 | 13 % | +| 13 | payroll processing | 5 | 9 % | +| 14 | payment processing | 3 | 6 % | + +## Regional breakdown + +> **Corpus note:** 53 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +53 ads. + +**Top hard skills:** + +- payroll processing — 92 % (49 ads) +- data entry — 68 % (36 ads) +- osha reporting — 34 % (18 ads) +- expense tracking — 30 % (16 ads) +- report generation — 26 % (14 ads) +- benefit administration — 25 % (13 ads) +- personnel file maintenance — 25 % (13 ads) +- timekeeping management — 25 % (13 ads) +- personnel record maintenance — 21 % (11 ads) +- record maintenance — 17 % (9 ads) + +**Top tools:** + +- Microsoft Excel — 32 % (17 ads) +- Microsoft Word — 9 % (5 ads) +- ADP — 6 % (3 ads) +- Microsoft PowerPoint — 6 % (3 ads) +- accounting software — 4 % (2 ads) +- ADP Workforce Now — 4 % (2 ads) +- Microsoft Outlook — 4 % (2 ads) +- payroll software — 4 % (2 ads) +- QuickBooks — 4 % (2 ads) + +**Seniority:** mid 60 % · n/a 28 % · junior 11 % + +### 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 | +|---|---| +| Payroll Clerk | 39 | +| Accounting & Payroll Assistant | 1 | +| Accounting and Payroll Assistant | 1 | +| Accounting and Payroll Specialist | 1 | +| Accounts Payable / Payroll Clerk | 1 | +| Accounts Payable/Payroll Clerk | 1 | +| Bookkeeper/payroll clerk | 1 | +| Office & Payroll Assistant | 1 | +| Payroll & Cash Clerk | 1 | +| Payroll Administrator/Accounting Assistant | 1 | +| Payroll and Recruiting Clerk | 1 | +| Payroll Clerk (Temporary - 6 Month Contract) | 1 | +| Payroll Clerk I | 1 | +| Temporary Payroll Clerk | 1 | +| Transportation Payroll Clerk | 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..e35c35c --- /dev/null +++ b/references/profile.md @@ -0,0 +1,26 @@ +# Occupation profile — payroll clerk + +- **ESCO URI:** http://data.europa.eu/esco/occupation/ade351da-7bda-424e-8682-bbdcab2a25be +- **ESCO code:** 4313.1 +- **ISCO-08 group:** 4313 — Payroll clerks +- **O*NET-SOC:** 43-3051.00 — Payroll and Timekeeping Clerks (match: exactMatch) + +## Description (ESCO) + +Payroll clerks manage the time sheets and pay checks of the employees and ensure the accuracy and correctness of the information. They check overtime, sick days and vacations and distribute the pay checks. + +## Definition + +nan + +## Alternative labels + +- payroll accounts clerk +- wages clerk +- payroll bookeeper +- payroll officer +- payroll technician +- payroll administrator +- payroll and benefits clerk +- personnel and payroll technician +- payroll accounting clerk diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..7f57432 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,62 @@ +# Competences — payroll clerk + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/ade351da-7bda-424e-8682-bbdcab2a25be). + +## Essential + +- **calculate wages** (skill/competence) +- **carry out financial transactions** (skill/competence) +- **check payrolls** (skill/competence) +- **examine budgets** (skill/competence) +- **manage payroll** (skill/competence) +- **mathematics** (knowledge) +- **prepare paychecks** (skill/competence) +- **procure time sheet approval** (skill/competence) +- **trace financial transactions** (skill/competence) + +## Optional + +- accounting (knowledge) +- allocate paychecks (skill/competence) +- calculate employee benefits (skill/competence) +- calculate sales commission (skill/competence) +- calculate tax (skill/competence) +- estimate duration of work (skill/competence) +- liaise with union officials (skill/competence) +- maintain data entry requirements (skill/competence) +- maintain financial records (skill/competence) +- manage payroll reports (skill/competence) +- prepare financial statements (skill/competence) +- trade union regulations (knowledge) + + + +## Market evidence (job-ad analysis, 53 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- payroll processing — **92 %** +- data entry — **68 %** +- osha reporting — **34 %** +- expense tracking — **30 %** +- report generation — **26 %** +- personnel file maintenance — **25 %** +- benefit administration — **25 %** +- timekeeping management — **25 %** +- personnel record maintenance — **21 %** + +### Responsibilities + +- payroll information assistance — **34 %** +- personnel file maintenance — **30 %** +- report generation — **28 %** +- employee support — **26 %** +- osha report completion — **23 %** +- data correction — **23 %** +- data review — **23 %** +- time exception review — **23 %** +- performance review processing — **23 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..07ca510 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,47 @@ +# Tasks & work activities — payroll clerk + +Source: O*NET 30.3, occupation 43-3051.00 (Payroll and Timekeeping Clerks). + +## Task statements + +- **[Core]** Process paperwork for new employees and enter employee information into the payroll system. +- **[Core]** Keep track of leave time, such as vacation, personal, and sick leave, for employees. +- **[Core]** Conduct verifications of employment. +- **[Core]** Process and issue employee paychecks and statements of earnings and deductions. +- **[Core]** Compute wages and deductions, and enter data into computers. +- **[Core]** Compile employee time, production, and payroll data from time sheets and other records. +- **[Core]** Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies. +- **[Core]** Verify attendance, hours worked, and pay adjustments, and post information onto designated records. +- **[Core]** Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records. +- **[Core]** Issue and record adjustments to pay related to previous errors or retroactive increases. +- **[Core]** Keep informed about changes in tax and deduction laws that apply to the payroll process. +- **[Core]** Provide information to employees and managers on payroll matters, tax issues, benefit plans, and collective agreement provisions. +- **[Core]** Complete time sheets showing employees' arrival and departure times. +- **[Core]** Distribute and collect timecards each pay period. +- **[Core]** Prepare and balance period-end reports, and reconcile issued payrolls to bank statements. +- **[Supplemental]** Balance cash and payroll accounts. +- **[Supplemental]** Train employees on organizations' timekeeping systems. +- **[Supplemental]** Prepare and file payroll tax returns. +- **[Supplemental]** Complete, verify, and process forms and documentation for administration of benefits, such as pension plans, and unemployment and medical insurance. +- **[Supplemental]** Compile statistical reports, statements, and summaries related to pay and benefits accounts, and submit them to appropriate departments. +- **[Supplemental]** Coordinate special programs, such as United Way campaigns, that involve payroll deductions. + +## Detailed work activities + +- Calculate financial data. +- Check data for recording errors. +- Compile data or documentation. +- Coordinate operational activities. +- Distribute materials to employees or customers. +- Enter information into databases or software programs. +- Execute sales or other financial transactions. +- File documents or records. +- Maintain current knowledge related to work activities. +- Prepare documentation for contracts, transactions, or regulatory compliance. +- Prepare financial documents. +- Prepare research or technical reports. +- Provide information to coworkers. +- Reconcile records of sales or other financial transactions. +- Record personnel information. +- Train others in operational procedures. +- Verify employee information. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..22ed4e1 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,82 @@ +# Tools & technology — payroll clerk + +Source: O*NET 30.3 'Software Skills' for 43-3051.00. + +| Software | Category | Hot technology | +|---|---|---| +| Intuit QuickBooks | Accounting software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Oracle PeopleSoft | Enterprise resource planning ERP software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| Workday software | Enterprise resource planning ERP software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Kronos Workforce Timekeeper | Time accounting software | yes | +| Microsoft Word | Word processing software | yes | +| Fund accounting software | Accounting software | | +| Penta software | Accounting software | | +| Quicken | Accounting software | | +| Sage 50 Accounting | Accounting software | | +| Tax software | Accounting software | | +| IBM Cognos Impromptu | Business intelligence and data analysis software | | +| BSI ComplianceFactory | Compliance software | | +| SAP Crystal Reports | Data base reporting software | | +| ADP Workforce Now | Data base user interface and query software | | +| Data entry software | Data base user interface and query software | | +| Email software | Electronic mail software | | +| IBM Notes | Electronic mail software | | +| MicroFocus GroupWise | Electronic mail software | | +| Microsoft Dynamics | Enterprise resource planning ERP software | | +| Microsoft Dynamics GP | Enterprise resource planning ERP software | | +| NetSuite ERP | Enterprise resource planning ERP software | | +| Oracle Fusion Applications | Enterprise resource planning ERP software | | +| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | | +| Oracle E-Business Suite Financials | Financial analysis software | | +| ADP Enterprise HR | Human resources software | | +| API Navigator | Human resources software | | +| Human resource management software HRMS | Human resources software | | +| Human Resource MicroSystems HR Entre | Human resources software | | +| Oracle HRIS | Human resources software | | +| Payroll software | Human resources software | | +| Sage HRMS | Human resources software | | +| Ultimate Software UltiPro Workplace | Human resources software | | +| Netscape Navigator | Internet browser software | | +| Web browser software | Internet browser software | | +| ADP eTIME | Time accounting software | | +| ADP PC/Payroll | Time accounting software | | +| Asure Software HCM | Time accounting software | | +| Automated payroll software | Time accounting software | | +| Automated timekeeping software | Time accounting software | | +| BMH Open4 Payroll | Time accounting software | | +| CyberShift Workforce Management 3G Time and Attendance | Time accounting software | | +| EBS On Line InstaPay | Time accounting software | | +| Galaxy Technologies TimeStar Enterprise | Time accounting software | | +| isolved Time | Time accounting software | | +| Jantek Jupiter Time Attendance | Time accounting software | | +| Kronos Workforce Payroll | Time accounting software | | +| Microsoft Great Plains Personal Data Keeper | Time accounting software | | +| NuView EBS | Time accounting software | | +| Oracle PeopleSoft Payroll for North America | Time accounting software | | +| Paychex payroll software | Time accounting software | | +| PayData Advanced HR | Time accounting software | | +| PDS Vista | Time accounting software | | +| RSM McGladrey Clear Pay | Time accounting software | | +| SAP Americas mySAP ERP Human Capital Management HCM | Time accounting software | | +| TimePlus Payroll | Time accounting software | | +| UNITIME | Time accounting software | | +| Virtual Software Virtual Timecard | Time accounting software | | +| WorkForce Software EmpCenter Time and Attendance | Time accounting software | | + + + +## Market evidence (job-ad analysis, 53 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Microsoft Excel — **32 %** + +