commit c09010370b9d9e11a579f438879b233afdae2f93 Author: skillfactor-pipeline Date: Fri Aug 14 18:26:44 2026 +0200 feat: purchase-planner skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..1e13997 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — purchase-planner + +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 — purchase-planner + "ESCO (occupation & competences)" : 46 + "O*NET (tasks & tools)" : 127 + "Job boards (market evidence)" : 98 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 141 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 46 | 11.0 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 127 | 30.5 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 98 | 23.5 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 5 | 1.2 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 141 | 33.8 % | 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..741716f --- /dev/null +++ b/SKILL.md @@ -0,0 +1,78 @@ +--- +name: purchase-planner +description: "Occupational skill for the role 'purchase planner' (also: purchasing coordinator, senior supply chain planner, assistant purchase planner, assistant buyer planner, trainee buyer planner, battery material planner). Use when the user asks for typical purchase planner work such as: Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.; Confer with department supervisors or other personnel to assess progress and discuss needed changes.; Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering." +--- + +# Purchase Planner + +Purchase planners organise the continuous supply with goods out of existing contracts. + +## Core workflow + +1. Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities. +2. Confer with department supervisors or other personnel to assess progress and discuss needed changes. +3. Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering. +4. Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays. +5. Requisition and maintain inventories of materials or supplies necessary to meet production demands. +6. Distribute production schedules or work orders to departments. +7. Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed. +8. Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules. + +## 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) + +- apply numeracy skills +- assess supplier risks +- embargo regulations +- ensure compliance with purchasing and contracting regulations +- export control principles +- have computer literacy +- identify new business opportunities +- identify suppliers +- international import export regulations +- maintain relationship with suppliers +- manage purchasing cycle +- negotiate buying conditions +- perform market research +- perform multiple tasks at the same time +- perform procurement processes + +## Hot technologies + +- Intuit QuickBooks +- Microsoft Access +- Oracle Database +- Structured query language SQL +- Adobe InDesign +- Adobe Acrobat +- Microsoft Outlook +- Oracle PeopleSoft +- SAP software +- Adobe Illustrator + + + + +## Hot technologies + +Top tools from 36 gated job ads (see references/market.md, as of 2026-07-19): + +- Microsoft Excel — 53 % +- ERP systems — 25 % +- Microsoft Office — 17 % +- SAP — 17 % +- Oracle — 14 % +- ERP system — 8 % +- MRP systems — 8 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/dbdc9f7b-31c6-4f21-a9c5-48253bb69c08), O*NET 30.3 (43-5061.00). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..b49ca4f --- /dev/null +++ b/manifest.json @@ -0,0 +1,202 @@ +{ + "name": "purchase-planner", + "title": "purchase planner", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/dbdc9f7b-31c6-4f21-a9c5-48253bb69c08", + "esco_code": "3323.2.3", + "isco_group": "3323", + "onet_soc": "43-5061.00", + "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": 17, + "dwas": 15, + "skills_essential": 20, + "skills_optional": 25, + "software": 94 + }, + "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 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 10 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 12 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 12 + }, + "avelikiy/great_cto": { + "repo": "https://github.com/avelikiy/great_cto", + "commit": "4fe1e39", + "license": "MIT", + "skills": 1 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 12 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 3 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 6 + }, + "Sushegaad/Claude-Skills-Governance-Risk-and-Compliance": { + "repo": "https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance", + "commit": "71d8920", + "license": "MIT", + "skills": 3 + }, + "hypnguyen1209/offensive-claude": { + "repo": "https://github.com/hypnguyen1209/offensive-claude", + "commit": "4d62be7", + "license": "MIT", + "skills": 2 + }, + "basicmachines-co/basic-memory": { + "repo": "https://github.com/basicmachines-co/basic-memory", + "commit": "53da71c", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "microsoft/skills": { + "repo": "https://github.com/microsoft/skills", + "commit": "dc543aa", + "license": "MIT", + "skills": 2 + }, + "trailofbits/skills": { + "repo": "https://github.com/trailofbits/skills", + "commit": "cfe5d7b", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 2 + }, + "secondsky/claude-skills": { + "repo": "https://github.com/secondsky/claude-skills", + "commit": "c4889f6", + "license": "MIT", + "skills": 1 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 2 + }, + "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 + }, + "backnotprop/plannotator": { + "repo": "https://github.com/backnotprop/plannotator", + "commit": "29513e1", + "license": "Apache-2.0", + "skills": 2 + }, + "jabrena/plinth": { + "repo": "https://github.com/jabrena/plinth", + "commit": "065eae8", + "license": "Apache-2.0", + "skills": 2 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 1 + }, + "wanshuiyin/Auto-claude-code-research-in-sleep": { + "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", + "commit": "eb5c9d7", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 78, + "adjacent": 2 + } + }, + "provenance": { + "items": { + "esco": 46, + "onet": 127, + "jobads": 98, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 141, + "stackx": 0 + }, + "share_percent": { + "esco": 11.0, + "onet": 30.5, + "jobads": 23.5, + "wiki_ai": 0.0, + "anthropic": 1.2, + "ai_skills": 33.8, + "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..15912a8 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,274 @@ +# External AI agent skills — purchase-planner + +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 | +|---|---|---|---| +| `early-warning-monitor` | core | Continuous supplier and supply chain risk monitoring with automated alerts | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/early-warning-monitor) | +| `cost-to-serve-analyzer` | core | Supply chain cost-to-serve analysis skill by customer, product, or channel | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/cost-to-serve-analyzer) | +| `inventory-optimizer` | core | Inventory management optimization skill with safety stock calculation, reorder point determination, and ABC analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/inventory-optimizer) | +| `fifo-lifo-controller` | core | Automated inventory rotation management skill ensuring proper product flow based on expiration, production, or receipt dates | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/fifo-lifo-controller) | +| `supply-chain-visibility-integrator` | core | End-to-end supply chain visibility integration skill connecting systems and data sources | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/supply-chain-visibility-integrator) | +| `supply-chain-visibility-platform` | core | End-to-end supply chain visibility skill providing real-time tracking and control tower capabilities | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/supply-chain-visibility-platform) | +| `master-data-quality-manager` | core | Supply chain master data quality monitoring and improvement skill | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/master-data-quality-manager) | +| `contingency-plan-builder` | core | Business continuity and contingency plan development skill for supply chain resilience | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/contingency-plan-builder) | +| `cycle-count-scheduler` | core | AI-driven cycle counting schedule and variance analysis skill to maintain inventory accuracy with minimal operational disruption | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/cycle-count-scheduler) | +| `disruption-response-coordinator` | core | Supply chain disruption rapid response skill with impact assessment and mitigation activation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/disruption-response-coordinator) | +| `supply-chain-digital-twin` | core | Digital twin representation of supply chain for real-time monitoring and simulation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/supply-chain-digital-twin) | +| `supply-chain-risk-assessor` | core | Comprehensive supply chain risk identification and assessment skill with heat mapping | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/supply-chain-risk-assessor) | + +## 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 | +|---|---|---|---| +| `quality-nonconformance` | core | Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/quality-nonconformance) | +| `energy-procurement` | core | 電気とガス調達、料金最適化、需要料金管理、再生可能エネルギーPPA評価、およびマルチファシリティーエネルギー戦略のための符号化された専門知識。 Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/docs/ja-JP/skills/energy-procurement) | +| `inventory-demand-planning` | core | 在庫管理、需要予測、補充戦略、およびサプライチェーン最適化。 Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/docs/ja-JP/skills/inventory-demand-planning) | + +## 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 | +|---|---|---|---| +| `business-operations-skills` | core | Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on "BizOps review", "where's the … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/business-operations/skills/business-operations-skills) | +| `process-mapper` | core | Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation, measure cycle … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/business-operations/skills/process-mapper) | + +## Source: avelikiy/great_cto + +- Repository: [https://github.com/avelikiy/great_cto](https://github.com/avelikiy/great_cto) (commit `4fe1e39`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `vertical-logistics` | core | Domain knowledge for the logistics & supply-chain vertical (SMB shipping & inventory) so architect and pm don't spec naively. Covers the vocabulary (TMS vs WMS, multi-carrier rate shopping, dimensional weight, BOL/ASN, lot/batch, reorder … | [source](https://github.com/avelikiy/great_cto/tree/4fe1e39/skills/vertical-logistics) | + +## Source: backnotprop/plannotator + +- Repository: [https://github.com/backnotprop/plannotator](https://github.com/backnotprop/plannotator) (commit `29513e1`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `review-renovate` | core | Review Renovate bot PRs that update GitHub Actions dependencies. Verifies supply chain integrity by checking pinned commit SHAs against upstream tagged releases, reviews changelogs for breaking changes, and confirms compatibility with … | [source](https://github.com/backnotprop/plannotator/tree/29513e1/.agents/skills/review-renovate) | +| `update-deps` | core | Audit and update npm/Bun dependencies with supply chain integrity checks — verifies maintainers, publish age, tarball diffs, and provenance before bumping. Defers risky packages to ~/.supply-chain/notes/. | [source](https://github.com/backnotprop/plannotator/tree/29513e1/.agents/skills/update-deps) | + +## 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 | +|---|---|---|---| +| `memory-tasks` | core | 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 | +|---|---|---|---| +| `market-research` | core | Industry and market research. Market sizing, structure, competition, regulation, supply chains, pricing, M&A. Produces a single compact, source-cited research report with Porter's Five Forces, HHI / CR4, PESTLE, and trade flows. Supports … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/58-charlescoverdale-econstack/market-research) | + +## 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 | +|---|---|---|---| +| `vulnerability-scanner` | core | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/vulnerability-scanner) | +| `benchling-integration` | core | Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/benchling-integration) | +| `agent-memory-mcp` | core | 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) | +| `supply-chain-guard` | core | Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised packages, malicious versions, filesystem IOCs, C2 indicators, and CI/CD misconfigurations. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/supply-chain-guard) | +| `Excel Analysis` | core | Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/excel-analysis) | +| `code-review-excellence` | core | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/code-review-excellence) | + +## Source: hypnguyen1209/offensive-claude + +- Repository: [https://github.com/hypnguyen1209/offensive-claude](https://github.com/hypnguyen1209/offensive-claude) (commit `4d62be7`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `vulnerability-analysis` | core | Use when auditing source code for vulnerabilities — drive CodeQL/Semgrep/Joern to taint untrusted data source-to-sink across injection, memory safety, deserialization/prototype-pollution, secrets/crypto/authz/race, and supply-chain risks | [source](https://github.com/hypnguyen1209/offensive-claude/tree/4d62be7/skills/vulnerability-analysis) | +| `cicd-supply-chain` | core | Use when attacking or auditing a CI/CD pipeline or software supply chain — pwn requests, poisoned pipeline execution, compromised/mutable-tag actions, dependency confusion, registry worms, runner backdoors, OIDC trust abuse, SLSA/provenance | [source](https://github.com/hypnguyen1209/offensive-claude/tree/4d62be7/skills/cicd-supply-chain) | + +## Source: jabrena/plinth + +- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `043-planning-github-issues` | core | Use when you need GitHub CLI (`gh`) installation/authentication guidance and a sanitized GitHub issue inventory workflow. The agent does not ingest GitHub issue or milestone output directly; it asks the user for sanitized issue summaries … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/043-planning-github-issues) | +| `044-planning-jira` | core | Use when you need Jira CLI (`jira`) installation/authentication guidance and a maintainer-authored Jira issue inventory workflow. The agent does not ingest raw Jira issue or JQL output directly; it asks the Jira project maintainer/operator … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/044-planning-jira) | + +## 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 | +|---|---|---|---| +| `flexport-data-handling` | core | Implement data handling for Flexport supply chain data including PII redaction, shipment data retention, GDPR compliance, and secure document management. Trigger: "flexport data handling", "flexport PII", "flexport GDPR", "flexport data … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-data-handling) | +| `volt-recon` | core | Firmware reconnaissance for takeover — inventory the MCU, peripherals, RTOS, protocols, OTA, power management, and assess code quality with risk flags. Use when asked to "understand this firmware", "device inventory", or "embedded … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/volt-recon) | +| `flexport-reference-architecture` | core | Implement Flexport reference architecture for supply chain integrations with best-practice project layout, service boundaries, and data flow. Trigger: "flexport architecture", "flexport project structure", "flexport system design". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-reference-architecture) | +| `warden-recon` | core | Security reconnaissance — full inventory of secrets management, IAM, dependencies, auth, encryption, audit logging, and compliance gaps. Use when asked about "security posture", "how secure is this", or "security assessment". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/warden-recon) | +| `flexport-deploy-integration` | core | Deploy Flexport logistics integrations to Vercel, Fly.io, and Cloud Run. Use when deploying shipment tracking dashboards, webhook receivers, or supply chain automation services to production infrastructure. Trigger: "deploy flexport", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-deploy-integration) | +| `flexport-prod-checklist` | core | Execute Flexport production deployment checklist for logistics integrations. Use when deploying shipment tracking, booking automation, or supply chain integrations to production with proper monitoring and rollback. Trigger: "flexport … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-prod-checklist) | +| `snowflake-known-pitfalls` | core | Identify and avoid Snowflake anti-patterns and common mistakes in SQL, warehouse management, data loading, and access control. Use when reviewing Snowflake configurations, onboarding new users, or auditing existing Snowflake deployments … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/snowflake-pack/skills/snowflake-known-pitfalls) | +| `flexport-incident-runbook` | core | Execute Flexport incident response for API outages, webhook failures, and supply chain data sync issues with triage and mitigation steps. Trigger: "flexport incident", "flexport outage", "flexport down", "flexport emergency". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-incident-runbook) | +| `webflow-core-workflow-b` | core | Execute Webflow secondary workflows \u2014 Sites management, Pages API,\ \ Forms submissions,\nEcommerce (products/orders/inventory), and Custom Code via\ \ the Data API v2.\nUse when managing sites, reading pages, handling form data,\ \ … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/webflow-pack/skills/webflow-core-workflow-b) | +| `warden` | core | Security engineer — IAM, secrets, threat modeling, hardening, auth, and supply chain security. | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/warden) | +| `apex-recon` | core | Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo", "what's in progress", or before starting work on an … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/apex-recon) | +| `flexport-core-workflow-a` | core | Execute Flexport primary workflow: shipment booking and purchase order management. Use when creating bookings, managing purchase orders, tracking freight, or building the core shipment lifecycle integration. Trigger: "flexport booking", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-core-workflow-a) | + +## 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 | +|---|---|---|---| +| `azure-mgmt-apicenter-dotnet` | core | Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apicenter-dotnet) | +| `azure-mgmt-apicenter-py` | core | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance". | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-mgmt-apicenter-py) | + +## 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 | +|---|---|---|---| +| `logistics-incident-report` | core | Write up a supply chain disruption — port delay, carrier failure, customs hold, or in-transit damage — as a decision-ready incident report. Use when asked to document a shipment delay, write up a logistics failure, report a customs hold, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-supplychain/skills/logistics-incident-report) | +| `vendor-evaluation` | core | Create a structured vendor evaluation framework for any procurement decision. Use when asked to evaluate vendors, compare suppliers, run an RFP scoring process, or assess a software or service provider. Produces a weighted scorecard, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-operations/skills/vendor-evaluation) | + +## 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-sbom-for-supply-chain-vulnerabilities` | core | Parses Software Bill of Materials (SBOM) in CycloneDX and SPDX JSON formats to identify supply chain vulnerabilities by correlating components against the NVD CVE database via the NVD 2.0 API. Builds dependency graphs, calculates risk … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-sbom-for-supply-chain-vulnerabilities) | +| `analyzing-supply-chain-malware-artifacts` | core | Investigate supply chain attack artifacts including trojanized software updates, compromised build pipelines, and sideloaded dependencies to identify intrusion vectors and scope of compromise. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-supply-chain-malware-artifacts) | +| `managing-third-party-vendor-risk` | core | Build and run a third-party / vendor risk management (TPRM) program aligned to NIST SP 800-161 C-SCRM and NIST CSF 2.0 GV.SC: inventory and tier vendors by risk, send the right due-diligence questionnaire (SIG, CAIQ), review evidence (SOC … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/managing-third-party-vendor-risk) | +| `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) | +| `implementing-code-signing-for-artifacts` | core | This skill covers implementing code signing for build artifacts to ensure integrity and authenticity throughout the software supply chain. It addresses signing binaries, packages, and containers using GPG, Sigstore, and platform-specific … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-code-signing-for-artifacts) | +| `verifying-build-provenance-with-slsa-sigstore` | core | Verify signed artifacts and SLSA build provenance with Sigstore cosign and slsa-verifier, enforce keyless OIDC identity, and apply SLSA Build levels to harden the software supply chain. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/verifying-build-provenance-with-slsa-sigstore) | +| `detecting-supply-chain-attacks-in-ci-cd` | core | Scans GitHub Actions workflows and CI/CD pipeline configurations for supply chain attack vectors including unpinned actions, script injection via expressions, dependency confusion, and secrets exposure. Uses PyGithub and YAML parsing for … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-supply-chain-attacks-in-ci-cd) | +| `hunting-for-supply-chain-compromise` | core | Hunt for supply chain compromise indicators including trojanized software updates, compromised dependencies, unauthorized code modifications, and tampered build artifacts. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/hunting-for-supply-chain-compromise) | +| `implementing-supply-chain-security-with-in-toto` | core | Implement software supply chain integrity verification for container builds using the in-toto framework to create cryptographically signed attestations across CI/CD pipeline steps. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-supply-chain-security-with-in-toto) | +| `performing-supply-chain-attack-simulation` | core | Simulate and detect software supply chain attacks including typosquatting detection via Levenshtein distance, dependency confusion testing against private registries, package hash verification with pip, and known vulnerability scanning … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-supply-chain-attack-simulation) | +| `securing-github-actions-workflows` | core | This skill covers hardening GitHub Actions workflows against supply chain attacks, credential theft, and privilege escalation. It addresses pinning actions to SHA digests, minimizing GITHUB_TOKEN permissions, protecting secrets from … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/securing-github-actions-workflows) | +| `performing-api-inventory-and-discovery` | core | Performs API inventory and discovery to identify all API endpoints in an organization''s environment including documented, undocumented, shadow, zombie, and deprecated APIs. The tester uses passive traffic analysis, active scanning, DNS … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-api-inventory-and-discovery) | + +## 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 | +|---|---|---|---| +| `supply-chain-optimization-tiktok` | core | Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost analysis, influencer payout optimization, and viral product lifecycle management. … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-tiktok) | +| `supply-chain-optimization-shopify` | core | Supply Chain Bottleneck Analyzer for Shopify/DTC stores. Diagnose cash flow, inventory, shipping costs, and customer acquisition efficiency. Includes CAC/LTV analysis, 3PL cost optimization, and ad spend benchmarks. No API key required for … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-shopify) | +| `tiktok-shop-inventory` | core | Inventory management for TikTok Shop — demand forecasting, viral stock planning, FBT optimization | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/tiktok-shop-inventory) | +| `supply-chain-optimization-walmart` | core | Supply Chain Bottleneck Analyzer for Walmart Marketplace sellers. Diagnose cash flow, inventory, WFS costs, and referral fees. Includes comparison with Amazon FBA, lower storage fee optimization, and Walmart Connect ad spend analysis. No … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-walmart) | +| `shopify-inventory-management` | core | Multi-location inventory — transfers, low stock alerts, demand forecasting, safety stock, ABC analysis | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/shopify-inventory-management) | +| `supply-chain-optimization-amazon-lite` | core | Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-amazon) | +| `ecommerce-returns-management` | core | Optimize e-commerce returns process and reduce return rates. Returns policy design, reverse logistics, root cause analysis, and customer retention through better returns experience. | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-returns-management) | +| `etsy-seasonal-strategy` | core | Seasonal selling calendar — holiday prep, trending categories, listing refresh timing, inventory planning | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/etsy-seasonal-strategy) | +| `dropshipping-product-research` | core | Product research for dropshipping businesses. Identify profitable products with reliable suppliers, healthy margins, and manageable competition. Evaluates shipping times, return risk, and marketing viability. | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/dropshipping-product-research) | +| `warehouse-optimization` | core | E-commerce warehouse and inventory optimization advisor. Analyzes inventory health, calculates safety stock and reorder points, performs ABC analysis, evaluates fulfillment costs, and provides actionable recommendations for improving … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/warehouse-optimization) | + +## Source: ruvnet/claude-code-flow + +- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory-management` | core | 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 | +|---|---|---|---| +| `memory-management` | core | 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: secondsky/claude-skills + +- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `dependency-upgrade` | core | Secure dependency upgrades with supply chain protection, cooldowns, and staged rollout. Use when upgrading deps, configuring security policies, or preventing supply chain attacks. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/dependency-upgrade/skills/dependency-upgrade) | + +## Source: Sushegaad/Claude-Skills-Governance-Risk-and-Compliance + +- Repository: [https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance) (commit `71d8920`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cis-controls` | core | Expert CIS Controls v8 (CIS Top 18) advisor — implementation group scoping (IG1/IG2/IG3), control gap assessments, safeguard-level guidance, asset inventory, software inventory, data protection, secure configuration, account management, … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/cis-controls/skills/cis-controls) | +| `ism` | core | Expert Australian Information Security Manual (ISM) advisor for government entities and their supply chains. Use for ISM control selection, gap analysis, system authorisation, IRAP assessment preparation, security documentation, and ASD … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/ism/skills/ism) | +| `nzism` | core | Expert New Zealand Information Security Manual (NZISM) advisor for NZ government agencies and their supply chains. Use for NZISM control guidance, gap analysis, agency security obligations, classification framework (Unclassified through … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/nzism/skills/nzism) | + +## Source: trailofbits/skills + +- Repository: [https://github.com/trailofbits/skills](https://github.com/trailofbits/skills) (commit `cfe5d7b`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `supply-chain-risk-auditor` | core | Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface, evaluating dependency health, or scoping security engagements. | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/supply-chain-risk-auditor/skills/supply-chain-risk-auditor) | + +## 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 | +|---|---|---|---| +| `system-profile` | core | Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says \"profile\", \"benchmark\", \"bottleneck\", or wants performance analysis. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/skills-codex/system-profile) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..53f3ce0 --- /dev/null +++ b/references/market.md @@ -0,0 +1,148 @@ +# Market evidence report — purchase-planner + +Source: **36 real job ads** (JSearch API, countries: us 36), extracted into the MSSQL evidence store; as of 2026-07-19. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 34 | 94 % | +| senior | 2 | 6 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Microsoft Excel | 19 | 53 % | +| 2 | ERP systems | 9 | 25 % | +| 3 | Microsoft Office | 6 | 17 % | +| 4 | SAP | 6 | 17 % | +| 5 | Oracle | 5 | 14 % | +| 6 | ERP system | 3 | 8 % | +| 7 | MRP systems | 3 | 8 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | data analysis | 15 | 42 % | +| 2 | procurement | 13 | 36 % | +| 3 | purchasing | 12 | 33 % | +| 4 | inventory control | 9 | 25 % | +| 5 | inventory management | 6 | 17 % | +| 6 | material planning | 6 | 17 % | +| 7 | supplier management | 6 | 17 % | +| 8 | cost analysis | 5 | 14 % | +| 9 | negotiation | 5 | 14 % | +| 10 | supply chain management | 5 | 14 % | +| 11 | inventory planning | 4 | 11 % | +| 12 | problem solving | 4 | 11 % | +| 13 | supply chain planning | 4 | 11 % | +| 14 | contract administration | 3 | 8 % | +| 15 | data entry | 3 | 8 % | +| 16 | demand forecasting | 3 | 8 % | +| 17 | production planning | 3 | 8 % | +| 18 | production scheduling | 3 | 8 % | +| 19 | purchase order processing | 3 | 8 % | +| 20 | risk mitigation | 3 | 8 % | +| 21 | vendor management | 3 | 8 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | continuous improvement | 5 | 14 % | +| 2 | MRP | 3 | 8 % | +| 3 | supply chain management | 3 | 8 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | issue resolution | 5 | 14 % | +| 2 | cost reduction | 4 | 11 % | +| 3 | inventory management | 4 | 11 % | +| 4 | purchase order processing | 4 | 11 % | +| 5 | vendor communication | 4 | 11 % | +| 6 | inventory monitoring | 3 | 8 % | +| 7 | pricing updates | 3 | 8 % | +| 8 | purchase order creation | 3 | 8 % | +| 9 | purchase order maintenance | 3 | 8 % | +| 10 | supplier communication | 3 | 8 % | + +## Regional breakdown + +> **Corpus note:** 36 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +36 ads. + +**Top hard skills:** + +- data analysis — 42 % (15 ads) +- procurement — 36 % (13 ads) +- purchasing — 33 % (12 ads) +- inventory control — 25 % (9 ads) +- inventory management — 17 % (6 ads) +- material planning — 17 % (6 ads) +- supplier management — 17 % (6 ads) +- cost analysis — 14 % (5 ads) +- negotiation — 14 % (5 ads) +- supply chain management — 14 % (5 ads) + +**Top tools:** + +- Microsoft Excel — 53 % (19 ads) +- ERP systems — 25 % (9 ads) +- Microsoft Office — 17 % (6 ads) +- SAP — 17 % (6 ads) +- Oracle — 14 % (5 ads) +- ERP system — 8 % (3 ads) +- MRP systems — 8 % (3 ads) +- Microsoft Word — 6 % (2 ads) +- NetSuite — 6 % (2 ads) +- Power BI — 6 % (2 ads) + +**Seniority:** mid 94 % · senior 6 % + +### 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 | +|---|---| +| Purchasing Coordinator | 10 | +| material planner | 3 | +| Buyer Planner | 2 | +| Procurement Coordinator | 2 | +| Buyer/Planner | 1 | +| Buyer/Planner (Onsite) | 1 | +| Buyer/Planner I | 1 | +| ECN Coordinator- Purchasing Material Planner | 1 | +| Inventory & Purchasing Planner | 1 | +| Job Supply Chain Purchasing Planner | 1 | +| Material Planner- Mid Level | 1 | +| Onsite Purchasing & Logistics Coordinator | 1 | +| Onsite Wholesale Purchasing Coordinator | 1 | +| Planner | 1 | +| Planner & Buyer | 1 | +| Planner/Buyer-Mebane,North Carolina | 1 | +| Planner/Buyers | 1 | +| Production and Purchasing Planner | 1 | +| Purchasing Buyer | 1 | +| Senior Material Planner | 1 | +| Sr Buyer Planner | 1 | +| Strategic Purchasing Coordinator | 1 | +| Supply Chain Planning & Purchasing Manager | 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..ee3aa82 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,41 @@ +# Occupation profile — purchase planner + +- **ESCO URI:** http://data.europa.eu/esco/occupation/dbdc9f7b-31c6-4f21-a9c5-48253bb69c08 +- **ESCO code:** 3323.2.3 +- **ISCO-08 group:** 3323 — Buyers +- **O*NET-SOC:** 43-5061.00 — Production, Planning, and Expediting Clerks (match: closeMatch) + +## Description (ESCO) + +Purchase planners organise the continuous supply with goods out of existing contracts. + +## Definition + +nan + +## Alternative labels + +- purchasing coordinator +- senior supply chain planner +- assistant purchase planner +- assistant buyer planner +- trainee buyer planner +- battery material planner +- trainee purchase planner +- graduate buyer planner +- purchasing team worker +- purchasing team leader +- company buyer +- material planner +- purchase administrator +- demand planner +- demand and inventory planner +- purchase planning office worker +- senior purchase planner +- assistant supply chain planner +- graduate purchase planner +- purchase planning office manager +- procurement planner +- graduate supply chain planner +- trainee supply chain planner +- senior buyer planner diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..baa7873 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,69 @@ +# Competences — purchase planner + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/dbdc9f7b-31c6-4f21-a9c5-48253bb69c08). + +## Essential + +- **apply numeracy skills** (skill/competence) +- **assess supplier risks** (skill/competence) +- **embargo regulations** (knowledge) +- **ensure compliance with purchasing and contracting regulations** (skill/competence) +- **export control principles** (knowledge) +- **have computer literacy** (skill/competence) +- **identify new business opportunities** (skill/competence) +- **identify suppliers** (skill/competence) +- **international import export regulations** (knowledge) +- **maintain relationship with suppliers** (skill/competence) +- **manage purchasing cycle** (skill/competence) +- **negotiate buying conditions** (skill/competence) +- **perform market research** (skill/competence) +- **perform multiple tasks at the same time** (skill/competence) +- **perform procurement processes** (skill/competence) +- **prepare purchasing reportings** (skill/competence) +- **supply chain management** (knowledge) +- **track price trends** (skill/competence) +- **transportation methods** (knowledge) +- **visit suppliers** (skill/competence) + +## Optional + +- analyse consumer buying trends (skill/competence) +- analyse logistic changes (skill/competence) +- assess procurement needs (skill/competence) +- carry out statistical forecasts (skill/competence) +- category specific expertise (knowledge) +- check shipments (skill/competence) +- communicate with customers (skill/competence) +- conduct research on food waste prevention (skill/competence) +- create solutions to problems (skill/competence) +- design indicators for food waste reduction (skill/competence) +- develop food waste reduction strategies (skill/competence) +- implement procurement of innovation (skill/competence) +- implement sustainable procurement (skill/competence) +- international business (knowledge) +- manage procurement planning (skill/competence) +- manage standard enterprise resource planning system (skill/competence) +- manufacturer's recommended price (knowledge) +- negotiate sales contracts (skill/competence) +- perform procurement market analysis (skill/competence) +- plan schedule (skill/competence) +- procurement legislation (knowledge) +- procurement lifecycle (knowledge) +- report accounts of the professional activity (skill/competence) +- show diplomacy (skill/competence) +- use e-procurement (skill/competence) + + + +## Market evidence (job-ad analysis, 36 ads, as of 2026-07-19) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- data analysis — **42 %** +- procurement — **36 %** +- purchasing — **33 %** +- inventory control — **25 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..6267cf4 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,41 @@ +# Tasks & work activities — purchase planner + +Source: O*NET 30.3, occupation 43-5061.00 (Production, Planning, and Expediting Clerks). + +## Task statements + +- **[Core]** Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities. +- **[Core]** Confer with department supervisors or other personnel to assess progress and discuss needed changes. +- **[Core]** Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering. +- **[Core]** Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays. +- **[Core]** Requisition and maintain inventories of materials or supplies necessary to meet production demands. +- **[Core]** Distribute production schedules or work orders to departments. +- **[Core]** Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed. +- **[Core]** Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules. +- **[Core]** Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts. +- **[Supplemental]** Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications. +- **[Supplemental]** Record production data, including volume produced, consumption of raw materials, or quality control measures. +- **[Supplemental]** Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers. +- **[Supplemental]** Contact suppliers to verify shipment details. +- **[Supplemental]** Maintain files, such as maintenance records, bills of lading, or cost reports. +- **[Supplemental]** Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections. +- **[Supplemental]** Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders. +- **[Supplemental]** Provide documentation and information to account for delays, difficulties, or changes to cost estimates. + +## Detailed work activities + +- Calculate costs of goods or services. +- Compile data or documentation. +- Confer with coworkers to coordinate work activities. +- Coordinate operational activities. +- Coordinate shipping activities with external parties. +- Examine documents to verify adherence to requirements. +- Inspect items for damage or defects. +- Maintain operational records. +- Order materials, supplies, or equipment. +- Prepare informational or reference materials. +- Provide information to coworkers. +- Read work orders to determine material or setup requirements. +- Record personnel information. +- Record production information. +- Schedule operational activities. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..afb19f1 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,113 @@ +# Tools & technology — purchase planner + +Source: O*NET 30.3 'Software Skills' for 43-5061.00. + +| Software | Category | Hot technology | +|---|---|---| +| Intuit QuickBooks | Accounting software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Oracle Database | Data base user interface and query software | yes | +| Structured query language SQL | Data base user interface and query software | yes | +| Adobe InDesign | Desktop publishing software | yes | +| Adobe Acrobat | Document management software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Oracle PeopleSoft | Enterprise resource planning ERP software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| Adobe Illustrator | Graphics or photo imaging software | yes | +| Adobe Photoshop | Graphics or photo imaging software | yes | +| MEDITECH software | Medical software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Project | Project management software | yes | +| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Google Docs | Word processing software | yes | +| Microsoft Word | Word processing software | yes | +| Fund accounting software | Accounting software | | +| Sage Peachtree Premium Accounting for Manufacturing | Accounting software | | +| KAPES | Analytical or scientific software | | +| Micro Estimating FabPlan | Analytical or scientific software | | +| MTI Systems Costimator JS | Analytical or scientific software | | +| Workbrain Employee Scheduling | Calendar and scheduling software | | +| Google Drive | Cloud-based data access and sharing software | | +| Inetsoft | Data base reporting software | | +| SAP Crystal Reports | Data base reporting software | | +| Airtable | Data base user interface and query software | | +| Data entry software | Data base user interface and query software | | +| Database software | Data base user interface and query software | | +| FileMaker Pro | Data base user interface and query software | | +| Sage 300 Construction and Real Estate | Data base user interface and query software | | +| IBM Notes | Electronic mail software | | +| Epicor Vantage ERP | Enterprise resource planning ERP software | | +| Exact MAX | Enterprise resource planning ERP software | | +| Exact Software Macola ES | Enterprise resource planning ERP software | | +| Geac MPC Production | Enterprise resource planning ERP software | | +| Giraffe Production Systems Giraffe Schedule System | Enterprise resource planning ERP software | | +| Maynard PlanStaff Manager | Enterprise resource planning ERP software | | +| Microsoft Dynamics | Enterprise resource planning ERP software | | +| Microsoft Dynamics ERP | Enterprise resource planning ERP software | | +| Microsoft Dynamics GP | Enterprise resource planning ERP software | | +| MicroStrategy Report Services | Enterprise resource planning ERP software | | +| NetSuite ERP | Enterprise resource planning ERP software | | +| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | | +| PRONTO Xi | Enterprise resource planning ERP software | | +| QAD Adaptive ERP | Enterprise resource planning ERP software | | +| Sage MAS 90 ERP | Enterprise resource planning ERP software | | +| SYSPRO business software | Enterprise resource planning ERP software | | +| Cost estimating software | Financial analysis software | | +| Questek Humanis | Human resources software | | +| Honeywell Wintress PACNet | Industrial control software | | +| Accvision ABMIS | Inventory management software | | +| iCode Everest | Inventory management software | | +| Rytech Software Small Business Inventory Control | Inventory management software | | +| ABB Production Planning | Materials requirements planning logistics and supply chain software | | +| ADi SmartBOL | Materials requirements planning logistics and supply chain software | | +| Applied Software Technologies Asset Maintenance and Materials Management System | Materials requirements planning logistics and supply chain software | | +| Asprova | Materials requirements planning logistics and supply chain software | | +| Bill of lading software | Materials requirements planning logistics and supply chain software | | +| Bills of lading software | Materials requirements planning logistics and supply chain software | | +| Creo Synapse Upfront | Materials requirements planning logistics and supply chain software | | +| DM2 Bills of Lading | Materials requirements planning logistics and supply chain software | | +| Enterprise Logix | Materials requirements planning logistics and supply chain software | | +| ERP INDUSTRIOS Material Planning | Materials requirements planning logistics and supply chain software | | +| Factory Edge MRP | Materials requirements planning logistics and supply chain software | | +| Ingenious ProPlan | Materials requirements planning logistics and supply chain software | | +| Ingenious ProSched | Materials requirements planning logistics and supply chain software | | +| InteProc Material Requirements Planning | Materials requirements planning logistics and supply chain software | | +| Interwave Technology RS Bizware Scheduler | Materials requirements planning logistics and supply chain software | | +| Lamar Info Net | Materials requirements planning logistics and supply chain software | | +| LSA Visual DBR | Materials requirements planning logistics and supply chain software | | +| LSA Visual Easy Lean | Materials requirements planning logistics and supply chain software | | +| Made2Manage Supply Chain Management | Materials requirements planning logistics and supply chain software | | +| Niku Clarity | Materials requirements planning logistics and supply chain software | | +| Oracle Flow Manufacturing | Materials requirements planning logistics and supply chain software | | +| Oracle Manufacturing Scheduling | Materials requirements planning logistics and supply chain software | | +| Pelion manufacturing process optimization MPO software | Materials requirements planning logistics and supply chain software | | +| Pivotal Z Prestige Scheduler | Materials requirements planning logistics and supply chain software | | +| PMC KanbanSIM | Materials requirements planning logistics and supply chain software | | +| Preactor APS | Materials requirements planning logistics and supply chain software | | +| Preactor Finite Capacity Scheduling | Materials requirements planning logistics and supply chain software | | +| Production scheduling and planning software | Materials requirements planning logistics and supply chain software | | +| RSS Solutions NaView | Materials requirements planning logistics and supply chain software | | +| Stratford Group INMASS/MRP | Materials requirements planning logistics and supply chain software | | +| Waterloo Hydrogeologic TACTIC | Materials requirements planning logistics and supply chain software | | +| Medical condition coding software | Medical software | | +| Medical procedure coding software | Medical software | | +| Aestiva Purchase Order | Procurement software | | +| Oracle Primavera Systems | Project management software | | +| Work Technology WorkTech Time | Time accounting software | | +| Workbrain Time and Attendance | Time accounting software | | +| Microsoft OneNote | Word processing software | | + + + +## Market evidence (job-ad analysis, 36 ads, as of 2026-07-19) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Microsoft Excel — **53 %** +- ERP systems — **25 %** + +