commit ae2a751f61450ecc7d632fca1d58bd570f6283ff Author: skillfactor-pipeline Date: Fri Aug 14 16:24:55 2026 +0200 feat: product-manager skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..ee09d25 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — product-manager + +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 — product-manager + "ESCO (occupation & competences)" : 63 + "O*NET (tasks & tools)" : 59 + "Job boards (market evidence)" : 91 + "Anthropic official Claude skills" : 6 + "External AI skill packs (mapped)" : 146 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 63 | 17.3 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 59 | 16.2 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 91 | 24.9 % | 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 | 1.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 146 | 40.0 % | 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..5362d16 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,68 @@ +--- +name: product-manager +description: "Occupational skill for the role 'product manager' (also: product marketing manager, research and development manager, sports product engineer, product development manager, product developer). Use when the user asks for typical product manager work such as: typical product manager responsibilities" +--- + +# Product Manager + +Product managers are responsible for managing the lifecycle of a product. They research and develop new products in addition to managing existing ones through market research and strategic planning. Product managers perform marketing and planning activities to increase profits. + +## Core workflow + + +## How to use this skill + +- Read [references/profile.md](references/profile.md) for the occupation profile and scope. +- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory. +- Check [references/skills.md](references/skills.md) for essential vs. optional competences. +- Check [references/tools.md](references/tools.md) for the software commonly used in this role. +- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution). + +## Key competences (essential) + +- analyse consumer buying trends +- analyse economic trends +- analyse market financial trends +- combine business technology with user experience +- define technology strategy +- design customer experiences +- design management +- develop business plans +- develop communications strategies +- develop new products +- develop product design +- develop promotional tools +- draw conclusions from market research results +- execute marketing plan +- identify market niches + +## Hot technologies + +- Adobe Illustrator +- Epic Systems +- Linux +- Microsoft Excel +- Microsoft Office software +- Microsoft PowerPoint +- Microsoft Project +- Microsoft SQL Server +- Microsoft SQL Server Integration Services SSIS +- Microsoft SQL Server Reporting Services SSRS + + + + +## Hot technologies + +Top tools from 45 gated job ads (see references/market.md, as of 2026-07-19): + +- Qlikview — 9 % +- QuickSight — 9 % +- Tableau — 9 % +- Cursor — 7 % +- GitHub Copilot — 7 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/9f508305-80ce-4111-8722-f2c9b4a44890), O*NET 30.3 (11-9041.01, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..1f86f5a --- /dev/null +++ b/manifest.json @@ -0,0 +1,214 @@ +{ + "name": "product-manager", + "title": "product manager", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/9f508305-80ce-4111-8722-f2c9b4a44890", + "esco_code": "1223.1", + "isco_group": "1223", + "onet_soc": "11-9041.01", + "crosswalk_match": "manual nearest via ISCO 1223 (Biofuels/Biodiesel Technology and Product Development Managers)" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 0, + "dwas": 0, + "skills_essential": 28, + "skills_optional": 34, + "software": 0 + }, + "enrichment_ai_skills": { + "generated": "2026-07-14", + "method": "deterministic mapping (ISCO prefix + title/competence keywords)", + "sources": { + "anthropics/skills": { + "repo": "https://github.com/anthropics/skills", + "commit": "f6656c1", + "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder", + "skills": 3 + }, + "wshobson/agents": { + "repo": "https://github.com/wshobson/agents", + "commit": "6fd3247", + "license": "MIT (c) Seth Hobson", + "skills": 1 + }, + "phuryn/pm-skills": { + "repo": "https://github.com/phuryn/pm-skills", + "commit": "18468a9", + "license": "MIT", + "skills": 12 + }, + "deanpeters/Product-Manager-Skills": { + "repo": "https://github.com/deanpeters/Product-Manager-Skills", + "commit": "99be43c", + "license": "CC BY-NC-SA 4.0 (referenced by link, nothing copied)", + "skills": 12 + }, + "ferdinandobons/startup-skill": { + "repo": "https://github.com/ferdinandobons/startup-skill", + "commit": "a5f97c3", + "license": "MIT", + "skills": 1 + }, + "Ericyoung-183/alpha-insights": { + "repo": "https://github.com/Ericyoung-183/alpha-insights", + "commit": "30c1e87", + "license": "MIT", + "skills": 1 + }, + "anbeime/skill": { + "repo": "https://github.com/anbeime/skill", + "commit": "ddad607", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 7 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 3 + }, + "nexu-io/open-design": { + "repo": "https://github.com/nexu-io/open-design", + "commit": "4b66023", + "license": "Apache-2.0", + "skills": 7 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 6 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 6 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 4 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 4 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 3 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 1 + }, + "serejaris/personal-corp-skills": { + "repo": "https://github.com/serejaris/personal-corp-skills", + "commit": "b517d36", + "license": "MIT", + "skills": 1 + }, + "serejaris/personal-corp-os": { + "repo": "https://github.com/serejaris/personal-corp-os", + "commit": "9d3660e", + "license": "MIT", + "skills": 1 + }, + "ognjengt/founder-skills": { + "repo": "https://github.com/ognjengt/founder-skills", + "commit": "a45931c", + "license": "MIT", + "skills": 1 + }, + "rsmdt/the-startup": { + "repo": "https://github.com/rsmdt/the-startup", + "commit": "ff6a0be", + "license": "MIT", + "skills": 1 + }, + "AlpacaLabsLLC/skills-for-architects": { + "repo": "https://github.com/AlpacaLabsLLC/skills-for-architects", + "commit": "4476576", + "license": "MIT", + "skills": 1 + }, + "syahiidkamil/Software-Engineer-AI-Agent-Atlas": { + "repo": "https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas", + "commit": "fc0bf11", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "wondelai/skills": { + "repo": "https://github.com/wondelai/skills", + "commit": "326b380", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 76, + "adjacent": 4 + } + }, + "provenance": { + "items": { + "esco": 63, + "onet": 59, + "jobads": 91, + "wiki_ai": 0, + "anthropic": 6, + "ai_skills": 146, + "stackx": 0 + }, + "share_percent": { + "esco": 17.3, + "onet": 16.2, + "jobads": 24.9, + "wiki_ai": 0.0, + "anthropic": 1.6, + "ai_skills": 40.0, + "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..06393fc --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,290 @@ +# External AI agent skills — product-manager + +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 | +|---|---|---|---| +| `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) | +| `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) | +| `pptx` | adjacent | Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even … | [source](https://github.com/anthropics/skills/tree/main/skills/pptx) | + +## 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 | +|---|---|---|---| +| `team-collaboration-dx-optimizer (agent)` | adjacent | Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed. | [source](https://github.com/wshobson/agents/tree/main/plugins/team-collaboration/agents/dx-optimizer.md) | + +## 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 | +|---|---|---|---| +| `Competitive Intelligence` | core | Deep competitive analysis and market monitoring capabilities for product strategy | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/competitive-intel) | +| `Persona Development` | core | Create and maintain user personas from research data for product targeting | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/persona-development) | +| `Survey Design` | core | Design and analyze surveys for product validation and user research | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/survey-design) | +| `GTM Strategy` | core | Go-to-market planning and execution capabilities for product launches | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/gtm-strategy) | + +## 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 | +|---|---|---|---| +| `research-ops-skills` | core | Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on "design this clinical study", "what … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/research-ops/skills/research-ops-skills) | +| `marketing-strategy-pmm` | core | Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/marketing-strategy-pmm) | +| `cpo-advisor` | core | Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/cpo-advisor) | +| `launch-strategy` | core | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/launch-strategy) | +| `risk-management-specialist` | core | Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/risk-management-specialist) | +| `iso13485-audit-prep` | core | /cs:iso13485-audit-prep — ISO 13485 QMS audit 6-question forcing interrogation. Design controls + CAPA + post-market focused. Use before Clause 8.2.4 internal audit, MDR / FDA QSR alignment review, or product-launch DHF closure … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/compliance-os/skills/iso13485-audit-prep) | + +## Source: AlpacaLabsLLC/skills-for-architects + +- Repository: [https://github.com/AlpacaLabsLLC/skills-for-architects](https://github.com/AlpacaLabsLLC/skills-for-architects) (commit `4476576`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `product-research` | core | Find and compare current FF&E candidates from a design brief, with sourced purchasing facts and optional CSV-library save. Use to research or source products; not to match from an image or pair coordinating items. | [source](https://github.com/AlpacaLabsLLC/skills-for-architects/tree/4476576/skills/product-research) | + +## Source: anbeime/skill + +- Repository: [https://github.com/anbeime/skill](https://github.com/anbeime/skill) (commit `ddad607`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `product-manager-toolkit` | core | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement … | [source](https://github.com/anbeime/skill/tree/ddad607/skills/product-manager-toolkit/product-manager-toolkit) | + +## 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 | +|---|---|---|---| +| `lead-research-assistant` | core | Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/lead-research-assistant) | + +## 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 | +|---|---|---|---| +| `product-manager-toolkit` | core | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/product-manager-toolkit) | +| `lead-research-assistant` | core | Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/lead-research-assistant) | +| `product-strategist` | core | Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/product-strategist) | +| `launch-strategy` | core | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/launch-strategy) | +| `marketing-strategy-pmm` | core | Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/marketing-strategy-pmm) | +| `agile-product-owner` | core | Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/agile-product-owner) | +| `risk-management-specialist` | core | Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/risk-management-specialist) | + +## Source: Ericyoung-183/alpha-insights + +- Repository: [https://github.com/Ericyoung-183/alpha-insights](https://github.com/Ericyoung-183/alpha-insights) (commit `30c1e87`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `alpha-insights` | core | Business Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model analysis, business opportunity discovery, market entry strategy, investment decisions, … | [source](https://github.com/Ericyoung-183/alpha-insights/tree/30c1e87) | + +## Source: ferdinandobons/startup-skill + +- Repository: [https://github.com/ferdinandobons/startup-skill](https://github.com/ferdinandobons/startup-skill) (commit `a5f97c3`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `startup-design` | core | Design, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup … | [source](https://github.com/ferdinandobons/startup-skill/tree/a5f97c3/startup-design) | + +## Source: infrasity-labs/dev-gtm-claude-skills + +- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `product-manager-toolkit` | core | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/product-manager-toolkit) | +| `launch` | core | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/launch) | +| `agile-product-owner` | core | Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/agile-product-owner) | + +## 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 | +|---|---|---|---| +| `competitor-analyst` | core | Competitive analysis and market positioning partner for Product Managers. Use when the user needs to analyze competitors, map market positioning, identify feature gaps, or prepare for competitive conversations. Triggers include … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/pm-ai-partner/skills/competitor-analyst) | +| `pitch-launch` | core | Produce an actual launch plan with announcement copy, channel sequence, and day-1 checklist. Use when asked to "plan a launch", "GTM strategy", "how do we announce this", "launch plan for [feature]", "go-to-market", "write our Product Hunt … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/bundle/marketing-team/skills/pitch-launch) | +| `crossing-the-chasm` | core | Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions "crossing the chasm", "beachhead segment", "whole product", "early adopters vs mainstream", "tech go-to-market", "bowling pin … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/business-tools/wondelai-crossing-the-chasm) | + +## 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 | +|---|---|---|---| +| `ux-research-plan` | core | Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. Produces a full … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-design/skills/ux-research-plan) | +| `go-to-market-planner` | core | Build a go-to-market plan for any product launch, feature release, or new market entry. Use when planning a product launch, writing a GTM strategy, defining launch tiers, or coordinating cross-functional launch activities. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-delivery/skills/go-to-market-planner) | +| `localization-brief` | core | Plan the localization of a product/content for a new market — beyond translating the words. Use when asked to localize a product, plan market entry localization, prepare a localization brief, or figure out what to adapt for a new region. … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-localization/skills/localization-brief) | +| `user-interview-synthesis` | core | Synthesises user interview transcripts into structured research findings. Use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw interview data into actionable product … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-discovery/skills/user-interview-synthesis) | + +## Source: nexscope-ai/eCommerce-Skills + +- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ecommerce-business-plan` | core | Create a comprehensive e-commerce business plan. Market analysis, financial projections, marketing strategy, operations planning, and milestone roadmap for new or growing e-commerce businesses. | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-business-plan) | +| `ecommerce-marketing-strategy-builder` | core | Full-stack e-commerce marketing strategy builder. Analyzes your product, market, and competitors, then builds a complete omnichannel marketing plan covering paid ads, SEO, email/SMS, content marketing, social media, influencer … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-marketing-strategy-builder) | +| `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) | +| `tiktok-shop-ads` | core | TikTok Shop advertising strategy and campaign management. Product Shopping Ads, Video Shopping Ads, Live Shopping Ads, bidding optimization, and performance tracking. Use when the user asks about TikTok Shop advertising, paid ads, campaign … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/tiktok-shop-ads) | +| `product-differentiation-tiktok` | core | TikTok Shop product differentiation strategy tool. Analyze viral product trends, competitor affiliate strategies, content performance, and identify differentiation opportunities. Includes TikTok-specific metrics like engagement rate, viral … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/product-differentiation/product-differentiation-tiktok) | +| `tiktok-shop-content-strategy` | core | TikTok Shop content creation strategy and planning. Trending formats, viral hooks, product showcasing, hashtag strategy, and content calendar development. Use when the user asks about TikTok content strategy, viral content creation, TikTok … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/tiktok-shop-content-strategy) | + +## 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 | +|---|---|---|---| +| `html-ppt-graphify-dark-graph` | core | Open Design's feature business case for the plugin marketplace: the user pain, options, tradeoffs, and the measure of success. Built as a decision-grade product management deck for PM, eng, design, leadership. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-graphify-dark-graph) | +| `replit-deck` | core | For product and technical management work: turn PRDs, roadmaps, RFCs, architecture reviews, and retros into decision documents. Built around the core query "pm-feature-business-case-deck", with product strategy lead judgment, buyer-ready … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/replit-deck) | +| `deck-open-slide-canvas` | core | Open Design's architecture review: the local daemon + agent-runtime design, the tradeoffs, and the decision to lock. Built as a decision-grade product management deck for staff eng, tech leads, security. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/deck-open-slide-canvas) | +| `html-ppt-product-launch` | core | Open Design Teams: a launch-and-adoption proposal for a mid-market design team weighing a switch from closed cloud tools. Built as a decision-grade B2B sales deck for design team lead, IT. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-product-launch) | +| `hps-true-blueprint` | core | Open Design's engineering blueprint: how the sandbox, sidecar, and daemon fit — the system diagram and the invariants. Built as a decision-grade product management deck for engineering org. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/hps-true-blueprint) | +| `html-ppt-knowledge-arch-blueprint` | core | Open Design's incident retro: the daemon-restart data bug, the root cause, the fix, and the systemic follow-ups. Built as a decision-grade product management deck for engineering, SRE, leadership. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-knowledge-arch-blueprint) | +| `x-research` | core | X/Twitter public sentiment research for recent market, company, product, or community discourse. Use when the brief asks what people are saying on X, Twitter sentiment, CT sentiment, public opinion, expert posts, or social reaction around … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/x-research) | + +## Source: ognjengt/founder-skills + +- Repository: [https://github.com/ognjengt/founder-skills](https://github.com/ognjengt/founder-skills) (commit `a45931c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `go-to-market-plan` | core | Analyzes the founder's business context to deliver 3 best go-to-market strategies tailored to their current stage, product, and market. Asks up to 10 diagnostic questions when needed to understand product readiness, target market clarity, … | [source](https://github.com/ognjengt/founder-skills/tree/a45931c/skills/go-to-market-plan) | + +## 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 | +|---|---|---|---| +| `ux-research` | core | Plan and execute user research including research planning, recruiting, interview design, qualitative synthesis, and translating findings into product decisions. Use this skill whenever the user wants to plan user research, design … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/ux-research) | + +## Source: rsmdt/the-startup + +- Repository: [https://github.com/rsmdt/the-startup](https://github.com/rsmdt/the-startup) (commit `ff6a0be`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `user-research` | core | User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations. Use when planning studies, collecting evidence, synthesizing patterns, or converting findings … | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/design/user-research) | + +## Source: serejaris/personal-corp-os + +- Repository: [https://github.com/serejaris/personal-corp-os](https://github.com/serejaris/personal-corp-os) (commit `9d3660e`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ceo-council` | core | Use when needing strategic project analysis from multiple independent expert perspectives. Triggers on business decisions, growth strategy, product direction, competitive analysis, or any situation where diverse C-level opinions reduce … | [source](https://github.com/serejaris/personal-corp-os/tree/9d3660e/skills/ceo-council) | + +## Source: serejaris/personal-corp-skills + +- Repository: [https://github.com/serejaris/personal-corp-skills](https://github.com/serejaris/personal-corp-skills) (commit `b517d36`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ceo-council` | core | Use when needing strategic project analysis from multiple independent expert perspectives. Triggers on business decisions, growth strategy, product direction, competitive analysis, or any situation where diverse C-level opinions reduce … | [source](https://github.com/serejaris/personal-corp-skills/tree/b517d36/skills/ceo-council) | + +## Source: syahiidkamil/Software-Engineer-AI-Agent-Atlas + +- Repository: [https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas](https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas) (commit `fc0bf11`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `super-product-owner` | core | Complete Product Owner / Product Manager capability — a wiki-style knowledge map of product practice in active software development: the role and its boundaries, strategy cascade (vision → OKRs → roadmap → backlog), continuous discovery, … | [source](https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/fc0bf11/.claude/skills/super-product-owner) | + +## Source: wondelai/skills + +- Repository: [https://github.com/wondelai/skills](https://github.com/wondelai/skills) (commit `326b380`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `crossing-the-chasm` | core | Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions "crossing the chasm", "beachhead segment", "whole product", "early adopters vs mainstream", "tech go-to-market", "bowling pin … | [source](https://github.com/wondelai/skills/tree/326b380/crossing-the-chasm) | + +## Source: phuryn/pm-skills + +- Repository: [https://github.com/phuryn/pm-skills](https://github.com/phuryn/pm-skills) (commit `18468a9`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `gtm-strategy` | core | Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-go-to-market/skills/gtm-strategy) | +| `ansoff-matrix` | core | Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/ansoff-matrix) | +| `market-segments` | core | Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis. Use when exploring market segments, identifying target audiences, evaluating new markets, or learning how to segment a market. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-market-research/skills/market-segments) | +| `identify-assumptions-new` | core | Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-discovery/skills/identify-assumptions-new) | +| `beachhead-segment` | core | Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. Use when choosing a first market, targeting an initial customer … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-go-to-market/skills/beachhead-segment) | +| `startup-canvas` | core | Generate a Startup Canvas combining Product Strategy (9 sections) and Business Model (costs + revenue) for a new product. An alternative to BMC and Lean Canvas that separates strategy from business model. Use when launching a new product … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/startup-canvas) | +| `swot-analysis` | core | Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/swot-analysis) | +| `user-personas` | core | Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights. Use when building personas from survey data, creating user profiles from research, or segmenting users for product decisions. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-market-research/skills/user-personas) | +| `brainstorm-experiments-existing` | core | Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods. Use when validating assumptions, testing feature ideas cheaply, or planning product experiments. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-discovery/skills/brainstorm-experiments-existing) | +| `metrics-dashboard` | core | Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-discovery/skills/metrics-dashboard) | +| `brainstorm-experiments-new` | core | Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-discovery/skills/brainstorm-experiments-new) | +| `pricing-strategy` | core | Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity. Use when setting prices, evaluating pricing models, preparing for a pricing change, or … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/pricing-strategy) | + +## Source: deanpeters/Product-Manager-Skills + +- Repository: [https://github.com/deanpeters/Product-Manager-Skills](https://github.com/deanpeters/Product-Manager-Skills) (commit `99be43c`, retrieved 2026-07-14) +- License: CC BY-NC-SA 4.0 (referenced by link, nothing copied) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `company-research` | core | Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/company-research) | +| `pestel-analysis` | core | Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/pestel-analysis) | +| `discovery-interview-prep` | core | Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/discovery-interview-prep) | +| `product-sense-interview-answer` | core | Structure a spoken PM product-sense answer with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs. Use when practicing design, improve, or build-next interview questions. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/product-sense-interview-answer) | +| `proto-persona` | core | Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/proto-persona) | +| `product-strategy-session` | core | Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/product-strategy-session) | +| `eol-message` | core | Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/eol-message) | +| `derisk-measurement-advisor` | core | Identify what to measure, test, or track to de-risk a product or AI idea. Use when stress-testing an idea across internal (DUFV) and external (PESTEL) dimensions. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/derisk-measurement-advisor) | +| `executive-onboarding-playbook` | core | Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/executive-onboarding-playbook) | +| `roadmap-planning` | core | Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/roadmap-planning) | +| `pol-probe` | core | Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/pol-probe) | +| `problem-statement` | core | Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD. | [source](https://github.com/deanpeters/Product-Manager-Skills/tree/99be43c/skills/problem-statement) | diff --git a/references/berufsbild-de.md b/references/berufsbild-de.md new file mode 100644 index 0000000..c1125eb --- /dev/null +++ b/references/berufsbild-de.md @@ -0,0 +1,57 @@ +# Berufsbild (Deutschland) — Product-Lifecycle-Manager/in + +> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 135716, +> KldB 2010: B 27304 · via öffentliche BERUFENET-API, +> abgerufen 2026-07-12. Automatisches Label-Matching +> (Score 0.67); Inhalte paraphrasiert/gekürzt, Volltext beim +> Original: https://web.arbeitsagentur.de/berufenet/beruf/135716 + +## Aufgaben und Tätigkeiten kompakt + +Product-Lifecycle-Manager und -Managerinnen verwalten und steuern alle Daten und Prozesse eines Produkts über seinen gesamten Lebenszyklus hinweg. Mithilfe von speziellen Softwaresystemen koordinieren sie den Informationsfluss in den Phasen Entwurf und Konstruktion, Produktion sowie Wartung und Recycling. So können Informationen allen Beteiligten zur Verfügung gestellt werden. Ziel ist u.a., die Kommunikation im Team zu verbessern oder schnellere Freigabe von Warenrücksendungen zu ermöglichen. Product-Lifecycle-Manager und -Managerinnen schaffen für Unternehmen so einen günstigeren, schnelleren und qualitativ hochwertigeren Produktionsprozess und senken den Aufwand von Nacharbeiten. + +## Tätigkeitsbezeichnungen + +Product-Lifecycle-Manager/in + +Auch übliche Berufsbezeichnung/SynonymLifecycle-Manager/in + +## Die Tätigkeit im Überblick + +Product-Lifecycle-Manager und -Managerinnen verwalten und steuern Datenflüsse zu einem Projekt von der Entwicklung über die Produktionsfreigabe bis zum Produktrecycling. + +## Trends + +KI-gestützte Werkstoffprüfung und QualitätssicherungDer Einsatz von Künstlicher Intelligenz (KI) gewinnt in der Werkstoffprüfung und Qualitätssicherung zunehmend an Bedeutung. KI ermöglicht eine schnelle und präzise Analyse von komplexen Datenmengen. Besonders in sicherheitskritischen Branchen wie der Luft- und Raumfahrt und dem Energiesektor ist das ein entscheidender Vorteil. Der Einsatz von KI verbessert die Genauigkeit der Messergebnisse und die Reproduzierbarkeit der Analysen. Fach- und Führungskräfte in der Wertstoffprüfung und Qualitätssicherung werden sich mit diesen Entwicklungen auseinandersetzen. +Vorausschauende Wartung (Predictive Maintenance)Moderne Sensortechnik, digitale Vernetzung und intelligente Datenanalysen ermöglichen im Rahmen von Industrie 4.0 eine vorausschauende Instandhaltung von Maschinen und Geräten. Sensoren messen permanent Temperatur, Druck und Feuchtigkeit und erfassen und analysieren die Daten der Maschinen und Anlagen. Sie errechnen und melden Wartungsinformationen, wie z.B. den Zeitpunkt für das Wechseln eines Verschleißteils. Das verhindert ungeplante Stillstände und reduziert Wartungskosten. Für Fach- und Führungskräfte erfordert dies ein hohes Maß an Innovations- und Weiterbildungsbereitschaft. +HyperautomationHyperautomation erweitert Automatisierungsprozess, bei dem zum Teil KI-gestützte Programme menschliche Interaktionen mit Softwaresystemen nachahmen beziehungsweise übernehmen. Repetitive Aufgaben wie die Bearbeitung von Anträgen oder die Eingabe und Pflege von Daten werden so schnell und automatisiert abgearbeitet. +" name="Robotic Process Automation (RPA)">Robotic Process Automation (RPA) um intelligente Automatisierungslösungen und englisch: Artificial Intelligence (AI) + Teilgebiet der Informatik, das Strukturen menschlicher Intelligenz untersucht, auf Computer überträgt und Programme für intelligente Problemlösungen entwickelt, z. B. Spracherkennung +" name="Künstliche Intelligenz (KI)">Künstliche Intelligenz (KI). Unternehmen analysieren, gestalten, messen, automatisieren, vereinfachen und steuern ihre Arbeitsabläufe mithilfe dieser Technologien. Sie verfolgen dabei das Ziel, Entscheidungsprozesse zunehmend durch KI zu unterstützen. Fach- und Führungskräfte prüfen in ihren Verantwortungsbereichen, wie sie Hyperautomation einsetzen können. + +## Aufgaben und Tätigkeiten im Einzelnen + +Projektdaten über den gesamten Lebenszyklus eines Produktes verwalten und Informationsfluss steuern +Entwicklung von passenden Product-Lifecycle-Management (PLM) Systemen koordinieren + +Produktdaten pflegen und verwalten + +Interessensgruppen und Fachbereiche für Informationsaustausch festlegen + + Informationsfluss während verschiedener Bearbeitungsphasen steuern, dadurch Freigabe- und Änderungsprozesse optimieren (z. B. bei Produktanpassungen oder Rücksendungen) + +als Bindeglied in der Kommunikation zwischen verschiedenen Teams fungieren, externe Partner/innen in Prozesse einbinden + + +Produktionsprozesse im Unternehmen analysieren und verbessern +Optimierungspotenzial von Prozessen im Unternehmen analysieren, Strategien der Geschäftsleitung berücksichtigen + +Produkt- und Prozessdaten auswerten, mögliche Schwachstellen im Produktlebenszyklus identifizieren + +Abstimmungsprozesse im Unternehmen überprüfen, z.B. in Qualitätssicherung, Einkauf, Test oder Entwicklung + +Projektberichte und Präsentationen für Management und Geschäftsleitung erstellen + +## Arbeitsbereiche/Branchen + +Product-Lifecycle-Manager und -Managerinnen finden Beschäftigung in Unternehmen aller Wirtschaftsbereiche. diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..811e1e7 --- /dev/null +++ b/references/market.md @@ -0,0 +1,142 @@ +# Market evidence report — product-manager + +Source: **45 real job ads** (JSearch API, countries: us 45), 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 | 24 | 53 % | +| senior | 17 | 38 % | +| lead | 4 | 9 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Qlikview | 4 | 9 % | +| 2 | QuickSight | 4 | 9 % | +| 3 | Tableau | 4 | 9 % | +| 4 | Cursor | 3 | 7 % | +| 5 | GitHub Copilot | 3 | 7 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | data analysis | 25 | 56 % | +| 2 | product management | 13 | 29 % | +| 3 | product strategy | 12 | 27 % | +| 4 | requirements gathering | 9 | 20 % | +| 5 | stakeholder management | 8 | 18 % | +| 6 | prioritization | 7 | 16 % | +| 7 | roadmap development | 7 | 16 % | +| 8 | market research | 6 | 13 % | +| 9 | business analysis | 4 | 9 % | +| 10 | product marketing | 4 | 9 % | +| 11 | technical product management | 4 | 9 % | +| 12 | backlog management | 3 | 7 % | +| 13 | backlog prioritization | 3 | 7 % | +| 14 | competitive analysis | 3 | 7 % | +| 15 | feature delivery | 3 | 7 % | +| 16 | roadmap strategy | 3 | 7 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | agile development | 10 | 22 % | +| 2 | human-centered design | 6 | 13 % | +| 3 | integrated problem solving | 6 | 13 % | +| 4 | agile methodology | 4 | 9 % | +| 5 | experimentation | 4 | 9 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | feature prioritization | 4 | 9 % | +| 2 | cross-functional collaboration | 3 | 7 % | +| 3 | customer needs assessment | 3 | 7 % | +| 4 | product roadmap creation | 3 | 7 % | +| 5 | stakeholder communication | 3 | 7 % | +| 6 | team leadership | 3 | 7 % | + +## Regional breakdown + +> **Corpus note:** 45 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +45 ads. + +**Top hard skills:** + +- data analysis — 56 % (25 ads) +- product management — 29 % (13 ads) +- product strategy — 27 % (12 ads) +- requirements gathering — 20 % (9 ads) +- stakeholder management — 18 % (8 ads) +- prioritization — 16 % (7 ads) +- roadmap development — 16 % (7 ads) +- market research — 13 % (6 ads) +- business analysis — 9 % (4 ads) +- product marketing — 9 % (4 ads) + +**Top tools:** + +- Qlikview — 9 % (4 ads) +- QuickSight — 9 % (4 ads) +- Tableau — 9 % (4 ads) +- Cursor — 7 % (3 ads) +- GitHub Copilot — 7 % (3 ads) +- AWS — 4 % (2 ads) +- Claude — 4 % (2 ads) +- Claude Code — 4 % (2 ads) +- Figma — 4 % (2 ads) +- Microsoft Excel — 4 % (2 ads) + +**Seniority:** mid 53 % · senior 38 % · lead 9 % + +### 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 | +|---|---| +| Product Manager II | 2 | +| AI & ML Product Manager | 1 | +| Digital Product Manager, Strategy and Innovation | 1 | +| Group Product Manager in Cybersecurity | 1 | +| Lead Product Marketing Manager | 1 | +| Manager, Product Management - Ventures Lending (Business Cards & Payments) | 1 | +| Manager, Product Manager - Core Cases | 1 | +| Manager, Product Manager - Incentive Platform | 1 | +| Manager, Product Manager – Model Analytics & Forecasting | 1 | +| Principal Product Manager - Customer Data and Signals Platform | 1 | +| Principal Product Manager - Tech, Amazon Shipping, Amazon Shipping | 1 | +| Principal Product Manager, Ship with Amazon | 1 | +| Product Lead, Commerce | 1 | +| Product Lead, Engagement | 1 | +| Product Manager - Capital One Travel | 1 | +| Product Manager - Healthcare Data Systems | 1 | +| Product Manager - Home Tours & Event Scheduling | 1 | +| Product Manager – Washington, DC | 1 | +| Product Manager III | 1 | +| Product Manager, Loyalty & Retention | 1 | +| Product Manager, Marketing Technology | 1 | +| Product Manager, Reputation Marketing & Insights | 1 | +| Product Manager: Capital One Shopping (Remote-Eligible) | 1 | +| Product Marketing Manager | 1 | +| Product Marketing Manager (Remote Healthcare) | 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..39f0795 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,21 @@ +# Occupation profile — product manager + +- **ESCO URI:** http://data.europa.eu/esco/occupation/9f508305-80ce-4111-8722-f2c9b4a44890 +- **ESCO code:** 1223.1 +- **ISCO-08 group:** 1223 — Research and development managers + +## Description (ESCO) + +Product managers are responsible for managing the lifecycle of a product. They research and develop new products in addition to managing existing ones through market research and strategic planning. Product managers perform marketing and planning activities to increase profits. + +## Definition + +nan + +## Alternative labels + +- product marketing manager +- research and development manager +- sports product engineer +- product development manager +- product developer diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..c806f8f --- /dev/null +++ b/references/skills.md @@ -0,0 +1,90 @@ +# Competences — product manager + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/9f508305-80ce-4111-8722-f2c9b4a44890). + +## Essential + +- **analyse consumer buying trends** (skill/competence) +- **analyse economic trends** (skill/competence) +- **analyse market financial trends** (skill/competence) +- **combine business technology with user experience** (skill/competence) +- **define technology strategy** (skill/competence) +- **design customer experiences** (skill/competence) +- **design management** (knowledge) +- **develop business plans** (skill/competence) +- **develop communications strategies** (skill/competence) +- **develop new products** (skill/competence) +- **develop product design** (skill/competence) +- **develop promotional tools** (skill/competence) +- **draw conclusions from market research results** (skill/competence) +- **execute marketing plan** (skill/competence) +- **identify market niches** (skill/competence) +- **industrial research and development** (knowledge) +- **make data-driven decisions** (skill/competence) +- **manage product testing** (skill/competence) +- **manage the customer experience** (skill/competence) +- **market research** (knowledge) +- **organise participation in local or international events** (skill/competence) +- **oversee quality control** (skill/competence) +- **perform market research** (skill/competence) +- **persuade clients with alternatives** (skill/competence) +- **plan product management** (skill/competence) +- **prepare market research reports** (skill/competence) +- **product life-cycle** (knowledge) +- **socio-economic trends in your sector** (knowledge) + +## Optional + +- advise on communication strategies (skill/competence) +- analyse cultural trends (skill/competence) +- analyse data about clients (skill/competence) +- apply strategic thinking (skill/competence) +- carry out sales analysis (skill/competence) +- circular economy (knowledge) +- consumer goods industry (knowledge) +- coordinate events (skill/competence) +- cost management (knowledge) +- create prototype of user experience solutions (skill/competence) +- develop revenue generation strategies (skill/competence) +- ensure products meet regulatory requirements (skill/competence) +- follow production schedule (skill/competence) +- integrate marketing strategies with the global strategy (skill/competence) +- manage budgets (skill/competence) +- manage feedback (skill/competence) +- manage production systems (skill/competence) +- manage profitability (skill/competence) +- manage the handling of promotional materials (skill/competence) +- market pricing (knowledge) +- maximise sales revenues (skill/competence) +- perform product testing (skill/competence) +- pricing strategies (knowledge) +- product comprehension (knowledge) +- product data management (knowledge) +- production processes (knowledge) +- provide improvement strategies (skill/competence) +- quality standards (knowledge) +- sales strategies (knowledge) +- schedule production (skill/competence) +- solar products (knowledge) +- study sales levels of products (skill/competence) +- track key performance indicators (skill/competence) +- web analytics (knowledge) + + + +## Market evidence (job-ad analysis, 45 ads, as of 2026-07-19) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- data analysis — **56 %** +- product management — **29 %** +- product strategy — **27 %** +- requirements gathering — **20 %** + +### Methods + +- agile development — **22 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..c952ce8 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,36 @@ +# Tasks & work activities — product manager + +Source: O*NET 30.3, occupation 11-9041.01 (Biofuels/Biodiesel Technology and Product Development Managers) — manual nearest-occupation mapping via ISCO group 1223; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[Core]** Develop lab scale models of industrial scale processes, such as fermentation. +- **[Supplemental]** Develop computational tools or approaches to improve biofuels research and development activities. +- **[Core]** Provide technical or scientific guidance to technical staff in the conduct of biofuels research or development. +- **[Core]** Prepare, or oversee the preparation of, experimental plans for biofuels research or development. +- **[Core]** Prepare biofuels research and development reports for senior management or technical professionals. +- **[Supplemental]** Perform protein functional analysis and engineering for processing of feedstock and creation of biofuels. +- **[Supplemental]** Develop separation processes to recover biofuels. +- **[Supplemental]** Develop methods to recover ethanol or other fuels from complex bioreactor liquid and gas streams. +- **[Supplemental]** Develop methods to estimate the efficiency of biomass pretreatments. +- **[Supplemental]** Design or execute solvent or product recovery experiments in laboratory or field settings. +- **[Core]** Design or conduct applied biodiesel or biofuels research projects on topics, such as transport, thermodynamics, mixing, filtration, distillation, fermentation, extraction, and separation. +- **[Supplemental]** Design chemical conversion processes, such as etherification, esterification, interesterification, transesterification, distillation, hydrogenation, oxidation or reduction of fats and oils, and vegetable oil refining. +- **[Core]** Conduct experiments on biomass or pretreatment technologies. +- **[Core]** Conduct experiments to test new or alternate feedstock fermentation processes. +- **[Core]** Analyze data from biofuels studies, such as fluid dynamics, water treatments, or solvent extraction and recovery processes. +- **[Core]** Oversee biodiesel/biofuels prototyping or development projects. +- **[Core]** Propose new biofuels products, processes, technologies or applications based on findings from applied biofuels or biomass research projects. +- **[Supplemental]** Conduct research to breed or develop energy crops with improved biomass yield, environmental adaptability, pest resistance, production efficiency, bioprocessing characteristics, or reduced environmental impacts. + +## Detailed work activities + +- Communicate green energy production information. +- Develop operating strategies, plans, or procedures for green or sustainable operations. +- Develop specifications for new products or processes. +- Develop technical processes to improve the efficiency of biofuel production. +- Direct green energy production operations. +- Evaluate energy production data. +- Model operational processes. +- Supervise workers performing environmentally sustainable activities. +- Test green technologies or processes. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..d37bff7 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,37 @@ +# Tools & technology — product manager + +Source: O*NET 30.3, occupation 11-9041.01 (Biofuels/Biodiesel Technology and Product Development Managers) — manual nearest-occupation mapping via ISCO group 1223; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Adobe Illustrator | Graphics or photo imaging software | yes | +| Epic Systems | Medical software | yes | +| Linux | Operating system software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Project | Project management software | yes | +| Microsoft SQL Server | Data base management system software | yes | +| Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes | +| Microsoft SQL Server Reporting Services SSRS | Object or component oriented development software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Microsoft Word | Word processing software | yes | +| Oracle Java | Object or component oriented development software | yes | +| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | +| Perl | Object or component oriented development software | yes | +| Python | Object or component oriented development software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| UNIX | Operating system software | yes | +| Ab Initio | Enterprise resource planning ERP software | | +| Agilent ChemStation | Analytical or scientific software | | +| Dassault Systemes CATIA | Computer aided manufacturing CAM software | | +| Email software | Electronic mail software | | +| Fleet Asset Management and Optimization Solutions FAMOS PEPSE | Analytical or scientific software | | +| Formula translation/translator FORTRAN | Development environment software | | +| Fund accounting software | Accounting software | | +| GE Energy GateCycle | Analytical or scientific software | | +| Microsoft Dynamics | Enterprise resource planning ERP software | | +| Microsoft Great Plains Personal Data Keeper | Time accounting software | | +| National Instruments LabVIEW | Development environment software | | +| Structure query language SQL | Data base user interface and query software | | +| Web browser software | Internet browser software | |