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feat: market-research-interviewer skill package v0.1.0

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# Data provenance — market-research-interviewer
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':'#d97757','pie4':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
pie showData
title Content sources — market-research-interviewer
"ESCO (occupation & competences)" : 44
"O*NET (tasks & tools)" : 175
"Anthropic official Claude skills" : 5
"External AI skill packs (mapped)" : 177
```
| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 44 | 11.0 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 175 | 43.6 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 0 | 0.0 % | 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) | 177 | 44.1 % | 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).

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---
name: market-research-interviewer
description: "Occupational skill for the role 'market research interviewer' (also: marketing recruiter, market research analyst, market research representative, phone interviewer, mystery shopper, survey interviewer). Use when the user asks for typical market research interviewer work such as: typical market research interviewer responsibilities"
---
# Market Research Interviewer
Market research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use interview techniques to draw as much information as possible by contacting people via telephone calls, by approaching them face-to-face or by by virtual means. They pass this information to experts for drawing analysis.
## 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)
- adhere to questionnaires
- capture people's attention
- communication
- conduct research interview
- document interviews
- evaluate interview reports
- explain interview purposes
- information confidentiality
- interview techniques
- perform market research
- prepare market research reports
- prepare survey report
- respond to enquiries
- survey techniques
- tabulate survey results
## Hot technologies
- Adobe Acrobat
- Adobe After Effects
- Adobe Creative Cloud software
- Adobe Illustrator
- Adobe InDesign
- Adobe Photoshop
- Amazon Redshift
- Apache Hadoop
- Apache Hive
- Apple macOS
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/7843a4c6-a9f6-4095-94b9-45b384d4bd57), O*NET 30.3 (13-1161.00, manual nearest match). See manifest.json for licensing/attribution.*

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{
"name": "market-research-interviewer",
"title": "market research interviewer",
"version": "0.1.0",
"layer": "core",
"language": "en",
"generated": "2026-07-07",
"ids": {
"esco_uri": "http://data.europa.eu/esco/occupation/7843a4c6-a9f6-4095-94b9-45b384d4bd57",
"esco_code": "4227.1",
"isco_group": "4227",
"onet_soc": "13-1161.00",
"crosswalk_match": "manual nearest via ISCO 4227 (Market Research Analysts and Marketing Specialists)"
},
"sources": [
{
"name": "ESCO",
"version": "1.2.1",
"url": "https://esco.ec.europa.eu/"
},
{
"name": "O*NET",
"version": "30.3",
"url": "https://www.onetcenter.org/",
"license": "CC BY 4.0"
}
],
"attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
"counts": {
"tasks": 0,
"dwas": 0,
"skills_essential": 18,
"skills_optional": 25,
"software": 0
},
"enrichment_ai_skills": {
"generated": "2026-07-14",
"method": "deterministic mapping (ISCO prefix + title/competence keywords)",
"sources": {
"anthropics/skills": {
"repo": "https://github.com/anthropics/skills",
"commit": "f6656c1",
"license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
"skills": 2
},
"wshobson/agents": {
"repo": "https://github.com/wshobson/agents",
"commit": "6fd3247",
"license": "MIT (c) Seth Hobson",
"skills": 8
},
"ConardLi/garden-skills": {
"repo": "https://github.com/ConardLi/garden-skills",
"commit": "fbd6453",
"license": "MIT",
"skills": 1
},
"jeremylongshore/claude-code-plugins-plus-skills": {
"repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
"commit": "e112938a",
"license": "MIT",
"skills": 2
},
"alirezarezvani/claude-skills": {
"repo": "https://github.com/alirezarezvani/claude-skills",
"commit": "0241f43",
"license": "MIT",
"skills": 2
},
"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": 6
},
"infrasity-labs/dev-gtm-claude-skills": {
"repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
"commit": "02cfefb",
"license": "MIT",
"skills": 3
},
"brycewang-stanford/Auto-Empirical-Research-Skills": {
"repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
"commit": "85bf545",
"license": "CC-BY-4.0",
"skills": 9
},
"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": 3
},
"tzachbon/smart-ralph": {
"repo": "https://github.com/tzachbon/smart-ralph",
"commit": "b26bb23",
"license": "MIT",
"skills": 2
},
"pedrohcgs/claude-code-my-workflow": {
"repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
"commit": "be53c12",
"license": "MIT",
"skills": 2
},
"K-Dense-AI/claude-scientific-skills": {
"repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 3
},
"foryourhealth111-pixel/Vibe-Skills": {
"repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
"commit": "34429a8",
"license": "Apache-2.0",
"skills": 3
},
"K-Dense-AI/scientific-agent-skills": {
"repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 3
},
"JasonColapietro/suede-creator-skills": {
"repo": "https://github.com/JasonColapietro/suede-creator-skills",
"commit": "0dc2aef",
"license": "MIT",
"skills": 1
},
"rampstackco/claude-skills": {
"repo": "https://github.com/rampstackco/claude-skills",
"commit": "bc6d961",
"license": "MIT",
"skills": 2
},
"zebbern/claude-code-guide": {
"repo": "https://github.com/zebbern/claude-code-guide",
"commit": "d2c5280",
"license": "MIT",
"skills": 1
},
"robertguss/claude-skills": {
"repo": "https://github.com/robertguss/claude-skills",
"commit": "c31f3be",
"license": "MIT",
"skills": 2
},
"himself65/finance-skills": {
"repo": "https://github.com/himself65/finance-skills",
"commit": "87f688e",
"license": "MIT",
"skills": 2
},
"bitwize-music-studio/claude-ai-music-skills": {
"repo": "https://github.com/bitwize-music-studio/claude-ai-music-skills",
"commit": "96446de",
"license": "custom (see upstream LICENSE)",
"skills": 1
},
"affaan-m/everything-claude-code": {
"repo": "https://github.com/affaan-m/everything-claude-code",
"commit": "ed38744",
"license": "MIT",
"skills": 5
},
"makenotion/claude-code-notion-plugin": {
"repo": "https://github.com/makenotion/claude-code-notion-plugin",
"commit": "9847f2a",
"license": "no explicit license \u2014 referenced by link only",
"skills": 1
},
"nexu-io/open-design": {
"repo": "https://github.com/nexu-io/open-design",
"commit": "4b66023",
"license": "Apache-2.0",
"skills": 1
},
"Ericyoung-183/alpha-insights": {
"repo": "https://github.com/Ericyoung-183/alpha-insights",
"commit": "30c1e87",
"license": "MIT",
"skills": 1
},
"elementalsouls/Claude-BugHunter": {
"repo": "https://github.com/elementalsouls/Claude-BugHunter",
"commit": "05098fc",
"license": "MIT",
"skills": 2
},
"ognjengt/founder-skills": {
"repo": "https://github.com/ognjengt/founder-skills",
"commit": "a45931c",
"license": "MIT",
"skills": 1
},
"sanjay3290/ai-skills": {
"repo": "https://github.com/sanjay3290/ai-skills",
"commit": "3619692",
"license": "Apache-2.0",
"skills": 1
},
"billy-enrizky/openbrowser-ai": {
"repo": "https://github.com/billy-enrizky/openbrowser-ai",
"commit": "168d43e",
"license": "MIT",
"skills": 1
},
"staruhub/ClaudeSkills": {
"repo": "https://github.com/staruhub/ClaudeSkills",
"commit": "3d4045d",
"license": "MIT",
"skills": 1
},
"coreyhaines31/makerskills": {
"repo": "https://github.com/coreyhaines31/makerskills",
"commit": "17218de",
"license": "MIT",
"skills": 1
},
"AlpacaLabsLLC/skills-for-architects": {
"repo": "https://github.com/AlpacaLabsLLC/skills-for-architects",
"commit": "4476576",
"license": "MIT",
"skills": 1
},
"gooseworks-ai/goose-skills": {
"repo": "https://github.com/gooseworks-ai/goose-skills",
"commit": "94ec916",
"license": "no explicit license \u2014 referenced by link only",
"skills": 1
}
},
"total_skills": 80,
"tiers": {
"core": 69,
"adjacent": 11
}
},
"provenance": {
"items": {
"esco": 44,
"onet": 175,
"jobads": 0,
"wiki_ai": 0,
"anthropic": 5,
"ai_skills": 177,
"stackx": 0
},
"share_percent": {
"esco": 11.0,
"onet": 43.6,
"jobads": 0.0,
"wiki_ai": 0.0,
"anthropic": 1.2,
"ai_skills": 44.1,
"stackx": 0.0
},
"method": "content items per source category"
},
"collar": "white",
"computer_work": true
}

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# External AI agent skills — market-research-interviewer
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: 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 |
|---|---|---|---|
| `competitive-landscape` | adjacent | Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing … | [source](https://github.com/wshobson/agents/tree/main/plugins/startup-business-analyst/skills/competitive-landscape) |
| `data-storytelling` | adjacent | Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. | [source](https://github.com/wshobson/agents/tree/main/plugins/business-analytics/skills/data-storytelling) |
| `market-sizing-analysis` | adjacent | Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building … | [source](https://github.com/wshobson/agents/tree/main/plugins/startup-business-analyst/skills/market-sizing-analysis) |
| `file-conversion` | adjacent | Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or … | [source](https://github.com/wshobson/agents/tree/main/plugins/file-conversion/skills/file-conversion) |
| `kpi-dashboard-design` | adjacent | Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an … | [source](https://github.com/wshobson/agents/tree/main/plugins/business-analytics/skills/kpi-dashboard-design) |
| `startup-financial-modeling` | adjacent | Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or … | [source](https://github.com/wshobson/agents/tree/main/plugins/startup-business-analyst/skills/startup-financial-modeling) |
| `startup-metrics-framework` | adjacent | Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics … | [source](https://github.com/wshobson/agents/tree/main/plugins/startup-business-analyst/skills/startup-metrics-framework) |
| `team-composition-analysis` | adjacent | Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting … | [source](https://github.com/wshobson/agents/tree/main/plugins/startup-business-analyst/skills/team-composition-analysis) |
## Source: ConardLi/garden-skills
- Repository: [https://github.com/ConardLi/garden-skills](https://github.com/ConardLi/garden-skills) (commit `fbd6453`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `kb-retriever` | adjacent | 面向本地知识库目录的检索和问答助手。核心流程：(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索，避免整文件加载。用户问题涉及"从知识库目录回答问题/检索信息/查资料"时使用。 | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/kb-retriever) |
## 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 |
|---|---|---|---|
| `market-research-platform` | core | Integration with market research platforms and survey tools for primary and secondary research | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/marketing/skills/market-research-platform) |
| `user-research-synthesis` | core | Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points, creates affinity diagrams, and generates persona attributes from … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/user-research-synthesis) |
| `policy-communication` | core | Translate research findings into accessible policy briefs, presentations, and stakeholder communications | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/social-sciences/skills/policy-communication) |
## 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 |
|---|---|---|---|
| `market-research` | core | Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/market-research) |
| `deep-research` | core | Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/deep-research) |
| `ito-basket-compare` | core | Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis. Use for read-only basket comparison and gap analysis without investment advice or live trading. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/ito-basket-compare) |
| `ito-data-atlas-agent` | core | Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing. Use for architecture and workflow planning, not live order execution. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/ito-data-atlas-agent) |
| `ito-market-intelligence` | core | Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows. Use for read-only market intelligence, API-gated Itô exploration, and source-grounded prediction-market briefings without … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/ito-market-intelligence) |
## 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 |
|---|---|---|---|
| `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/alirezarezvani/claude-skills/tree/0241f43/product-team/skills/product-manager-toolkit) |
| `market-research` | core | — | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/.gemini/skills/market-research) |
## 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 |
|---|---|---|---|
| `demographics-analysis` | core | Research population, income, age, housing, and employment around a site. Use for census, demographic, or local-market questions tied to a location. | [source](https://github.com/AlpacaLabsLLC/skills-for-architects/tree/4476576/skills/demographics-analysis) |
## 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: billy-enrizky/openbrowser-ai
- Repository: [https://github.com/billy-enrizky/openbrowser-ai](https://github.com/billy-enrizky/openbrowser-ai) (commit `168d43e`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `deep-research` | core | Conduct deep web research using the openbrowser-ai agent: decompose a query, investigate sub-questions across multiple sources, and produce a cited markdown report plus structured JSON under local_docs/research/. Trigger when the user asks … | [source](https://github.com/billy-enrizky/openbrowser-ai/tree/168d43e/plugin/skills/deep-research) |
## Source: bitwize-music-studio/claude-ai-music-skills
- Repository: [https://github.com/bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills) (commit `96446de`, retrieved 2026-07-14)
- License: custom (see upstream LICENSE)
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `document-hunter` | core | Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government reports, or public records. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/document-hunter) |
## 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 |
|---|---|---|---|
| `discover` | core | Discovery phase combining research interviews, literature search, data discovery, and ideation. Routes to appropriate agents based on arguments. Replaces /interview-me, /lit-review, /find-data, /research-ideation. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/16-hsantanna88-clo-author/dot-claude/skills/discover) |
| `industrial-ai-research` | core | Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation. Use when the user needs up-to-date research on predictive maintenance, … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/35-bahayonghang-academic-writing-skills/skills/industrial-ai-research) |
| `interview-me` | core | Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/interview-me) |
| `new-project` | core | Start a new research project by conducting a structured interview to formalize a research idea, then generates research questions with identification strategies and a project spec. Make sure to use this skill whenever the user wants to … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/15-Felpix-Studios-social-science-research/skills/new-project) |
| `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) |
| `web-research` | core | Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. Use when the user asks to research a topic online, search the web, look something up, find current information, compare … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/67-econfin-workflow-toolkit/web-research) |
| `business-skills` | core | 5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/business) |
| `econ-audit` | core | Audit economic analysis outputs (fiscal briefings, macro briefings, market research, longlists, and other quantitative economic documents) against methodology standards, academic literature, and common errors. Runs structured checks across … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/58-charlescoverdale-econstack/econ-audit) |
| `grant-budget-guide` | core | Prepare and justify research grant budgets across funding agencies | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/research/funding/grant-budget-guide) |
## Source: coreyhaines31/makerskills
- Repository: [https://github.com/coreyhaines31/makerskills](https://github.com/coreyhaines31/makerskills) (commit `17218de`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `deep-research` | core | When you want multi-source, multi-step research on a topic — competitor research before a sales call, market research for a new business idea, positioning angles, due diligence on a partnership or podcast guest, tech decision research … | [source](https://github.com/coreyhaines31/makerskills/tree/17218de/skills/deep-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 |
|---|---|---|---|
| `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) |
| `market-research-reports` | core | Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/market-research-reports) |
| `deep-research` | core | Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/deep-research) |
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/latex-posters) |
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinical-decision-support) |
| `deep-research-notebooklm` | core | Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect research) using Google NotebookLM as the research engine, then delivers formatted briefs … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/deep-research-notebooklm) |
## Source: elementalsouls/Claude-BugHunter
- Repository: [https://github.com/elementalsouls/Claude-BugHunter](https://github.com/elementalsouls/Claude-BugHunter) (commit `05098fc`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `bb-local-toolkit` | core | Complete bug bounty workflow — recon (subdomain enumeration, asset discovery, fingerprinting, HackerOne scope, source code audit), pre-hunt learning (disclosed reports, tech stack research, mind maps, threat modeling), vulnerability … | [source](https://github.com/elementalsouls/Claude-BugHunter/tree/05098fc/skills/bb-local-toolkit) |
| `bug-bounty` | core | Complete bug bounty workflow — recon (subdomain enumeration, asset discovery, fingerprinting, HackerOne scope, source code audit), pre-hunt learning (disclosed reports, tech stack research, mind maps, threat modeling), vulnerability … | [source](https://github.com/elementalsouls/Claude-BugHunter/tree/05098fc/skills/bug-bounty) |
## 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: foryourhealth111-pixel/Vibe-Skills
- Repository: [https://github.com/foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills) (commit `34429a8`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `market-research-reports` | core | Generate comprehensive market research reports and industry/competitive analysis in the style of top consulting firms. Use for market sizing, competitive landscape, market entry, investment thesis, strategic recommendations, and … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/market-research-reports) |
| `scientific-reporting` | core | Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion, and reproducibility appendix. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/scientific-reporting) |
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinical-decision-support) |
## Source: gooseworks-ai/goose-skills
- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14)
- License: no explicit license — referenced by link only
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `icp-identification` | core | Research a company or idea, define the Ideal Customer Profile, and route to the right next step — either mapping the TAM or finding leads/prospects directly. The entry point for any "find me leads", "map my market", or "who should I sell … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/lead-generation/capabilities/icp-identification) |
## Source: himself65/finance-skills
- Repository: [https://github.com/himself65/finance-skills](https://github.com/himself65/finance-skills) (commit `87f688e`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `discord-reader` | core | Read Discord for financial research using opencli (read-only). Use this skill whenever the user wants to read Discord channels, search for messages in trading servers, view guild/channel info, monitor crypto or market discussion groups, or … | [source](https://github.com/himself65/finance-skills/tree/87f688e/plugins/social-readers/skills/discord-reader) |
| `telegram-reader` | core | Read Telegram channels and groups for financial news and market research using tdl (read-only). Use this skill whenever the user wants to read Telegram channels, export messages from financial Telegram groups, list their Telegram chats, … | [source](https://github.com/himself65/finance-skills/tree/87f688e/plugins/social-readers/skills/telegram-reader) |
## 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) |
| `customer-research` | core | When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/customer-research) |
| `interview-script` | core | Create a structured user interview script with warm-up, core exploration, and wrap-up sections. Use when preparing for user research interviews to ensure consistent, insightful conversations. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/interview-script) |
## Source: JasonColapietro/suede-creator-skills
- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `suede-customer-research` | core | Suede-owned customer-research discipline for interview design, transcript and ticket synthesis, review and forum mining, quote banks, jobs, and evidence-backed personas. Use when discovering or synthesizing what a defined customer segment … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-customer-research) |
## 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 |
|---|---|---|---|
| `echo-recon` | core | User research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. Use when asked to "what research exists", "review existing personas", "what do … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/echo-recon) |
| `creating-github-issues-from-web-research` | core | Execute this skill enhances AI assistant''s ability to conduct web research and translate findings into actionable github issues. it automates the process of extracting key information from web search results and formatting it into a … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/skill-enhancers/web-to-github-issue/skills/creating-github-issues-from-web-research) |
## Source: K-Dense-AI/claude-scientific-skills
- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `market-research-reports` | core | Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/market-research-reports) |
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/latex-posters) |
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/clinical-decision-support) |
## Source: K-Dense-AI/scientific-agent-skills
- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `market-research-reports` | core | Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/market-research-reports) |
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/latex-posters) |
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/clinical-decision-support) |
## Source: makenotion/claude-code-notion-plugin
- Repository: [https://github.com/makenotion/claude-code-notion-plugin](https://github.com/makenotion/claude-code-notion-plugin) (commit `9847f2a`, retrieved 2026-07-14)
- License: no explicit license — referenced by link only
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `notion-research-documentation` | core | Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and … | [source](https://github.com/makenotion/claude-code-notion-plugin/tree/9847f2a/skills/notion/research-documentation) |
## 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 |
|---|---|---|---|
| `discovery-interview-guide` | core | Create a structured user discovery interview guide with screener questions, a discussion guide, and a synthesis framework. Use when planning user interviews, customer discovery sessions, Jobs-to-be-Done research, or problem validation. … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-discovery/skills/discovery-interview-guide) |
| `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) |
| `company-brief` | core | Build a candidate's research brief on a company before an application or interview. Use when asked to research a company for a job, prep a company brief before an interview, or understand a prospective employer fast. Produces a one-page … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-jobsearch/skills/company-brief) |
| `discovery-call-prep` | core | Prepare a structured discovery call plan for any prospect. Use when asked to prepare for a sales call, discovery call, prospect meeting, or first call with a potential customer. Produces a call brief with research, hypotheses, questions, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-sales/skills/discovery-call-prep) |
## 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 |
|---|---|---|---|
| `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 |
|---|---|---|---|
| `competitor-intel` | core | Analyzes competitors using web research to provide verified business metrics, actionable leverage strategies, and predicted next moves. Use when user needs competitive intelligence, competitor analysis, market positioning insights, or … | [source](https://github.com/ognjengt/founder-skills/tree/a45931c/skills/competitor-intel) |
## Source: pedrohcgs/claude-code-my-workflow
- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `grant-proposal` | core | Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an `/interview-me` spec, delegates the data-management plan to `/data-management-plan` and the … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/grant-proposal) |
| `interview-me` | core | Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy). Use when user says "interview me", "help me think through this idea", "I have a half-baked … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/interview-me) |
## 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) |
| `long-form-content-frameworks` | core | Patterns for individual long-form content pieces. Case studies, whitepapers, research reports, definitive guides, manifestos, ebooks, long-form tutorials. The structural disciplines that distinguish publication-quality long-form from … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/long-form-content-frameworks) |
## Source: robertguss/claude-skills
- Repository: [https://github.com/robertguss/claude-skills](https://github.com/robertguss/claude-skills) (commit `c31f3be`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `book-market-research` | core | Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/non-fiction-book-factory/book-market-research) |
| `app-store-opportunity-research` | core | Full-pipeline iOS App Store opportunity research. Discovers underserved niches, analyzes competitor gaps, estimates revenue, produces scored top-3 opportunity reports, and writes MVP PRDs — all through browser and web research. Use when … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/mobile-app-dev/app-store-opportunity-research) |
## Source: sanjay3290/ai-skills
- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `deep-research` | core | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/deep-research) |
## Source: staruhub/ClaudeSkills
- Repository: [https://github.com/staruhub/ClaudeSkills](https://github.com/staruhub/ClaudeSkills) (commit `3d4045d`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `deep-research` | core | Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need … | [source](https://github.com/staruhub/ClaudeSkills/tree/3d4045d/skills/Geek-skills-deep-research) |
## Source: tzachbon/smart-ralph
- Repository: [https://github.com/tzachbon/smart-ralph](https://github.com/tzachbon/smart-ralph) (commit `b26bb23`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `communication-style` | core | This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/communication-style) |
| `interview-framework` | core | This skill should be used when running an interactive interview before a spec phase, gathering requirements through dialogue, asking the user clarifying questions before delegating to a subagent, or when any Ralph phase command (research, … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/interview-framework) |
## Source: zebbern/claude-code-guide
- Repository: [https://github.com/zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide) (commit `d2c5280`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `vc-industry-research` | core | Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and industrials. … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/vc-industry-research) |

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# Occupation profile — market research interviewer
- **ESCO URI:** http://data.europa.eu/esco/occupation/7843a4c6-a9f6-4095-94b9-45b384d4bd57
- **ESCO code:** 4227.1
- **ISCO-08 group:** 4227 — Survey and market research interviewers
## Description (ESCO)
Market research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use interview techniques to draw as much information as possible by contacting people via telephone calls, by approaching them face-to-face or by by virtual means. They pass this information to experts for drawing analysis.
## Definition
nan
## Alternative labels
- marketing recruiter
- market research analyst
- market research representative
- phone interviewer
- mystery shopper
- survey interviewer
- research interviewer
- public opinion researcher

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# Competences — market research interviewer
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/7843a4c6-a9f6-4095-94b9-45b384d4bd57).
## Essential
- **adhere to questionnaires** (skill/competence)
- **capture people's attention** (skill/competence)
- **communication** (knowledge)
- **conduct research interview** (skill/competence)
- **document interviews** (skill/competence)
- **evaluate interview reports** (skill/competence)
- **explain interview purposes** (skill/competence)
- **information confidentiality** (knowledge)
- **interview techniques** (knowledge)
- **perform market research** (skill/competence)
- **prepare market research reports** (skill/competence)
- **prepare survey report** (skill/competence)
- **respond to enquiries** (skill/competence)
- **survey techniques** (knowledge)
- **tabulate survey results** (skill/competence)
- **use communication techniques** (skill/competence)
- **use different communication channels** (skill/competence)
- **use questioning techniques** (skill/competence)
## Optional
- adapt communication style according to recipient (skill/competence)
- analyse call performance trends (skill/competence)
- analyse data about clients (skill/competence)
- apply grammar and spelling rules (skill/competence)
- communicate by telephone (skill/competence)
- conduct qualitative research (skill/competence)
- conduct quantitative research (skill/competence)
- contact customers (skill/competence)
- customer insight (knowledge)
- data quality assessment (knowledge)
- design questionnaires (skill/competence)
- interview focus groups (skill/competence)
- market research (knowledge)
- perform data analysis (skill/competence)
- perform mystery shopping (skill/competence)
- politics (knowledge)
- present reports (skill/competence)
- psychology (knowledge)
- revise questionnaires (skill/competence)
- speak different languages (skill/competence)
- statistics (knowledge)
- study topics (skill/competence)
- use databases (skill/competence)
- use shorthand (skill/competence)
- visual presentation techniques (knowledge)

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# Tasks & work activities — market research interviewer
Source: O*NET 30.3, occupation 13-1161.00 (Market Research Analysts and Marketing Specialists) — manual nearest-occupation mapping via ISCO group 4227; the official ESCO crosswalk has no entry for this ESCO occupation.
## Task statements
- **[Core]** Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
- **[Core]** Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
- **[Core]** Measure and assess customer and employee satisfaction.
- **[Core]** Forecast and track marketing and sales trends, analyzing collected data.
- **[Core]** Seek and provide information to help companies determine their position in the marketplace.
- **[Core]** Measure the effectiveness of marketing, advertising, and communications programs and strategies.
- **[Core]** Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.
- **[Core]** Attend staff conferences to provide management with information and proposals concerning the promotion, distribution, design, and pricing of company products or services.
- **[Core]** Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
- **[Core]** Monitor industry statistics and follow trends in trade literature.
- **[Core]** Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.
- **[Core]** Develop and implement procedures for identifying advertising needs.
- **[Core]** Direct trained survey interviewers.
## Detailed work activities
- Analyze consumer trends.
- Analyze industry trends.
- Analyze market conditions or trends.
- Conduct surveys in organizations.
- Develop business or market strategies.
- Discuss business strategies, practices, or policies with managers.
- Establish business management methods.
- Gather organizational performance information.
- Measure effectiveness of business strategies or practices.
- Monitor business indicators.
- Prepare research reports.
- Supervise employees.

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# Tools & technology — market research interviewer
Source: O*NET 30.3, occupation 13-1161.00 (Market Research Analysts and Marketing Specialists) — manual nearest-occupation mapping via ISCO group 4227; the official ESCO crosswalk has no entry for this ESCO occupation.
| Software | Category | Hot technology |
|---|---|---|
| Adobe Acrobat | Document management software | yes |
| Adobe After Effects | Video creation and editing software | yes |
| Adobe Creative Cloud software | Graphics or photo imaging software | yes |
| Adobe Illustrator | Graphics or photo imaging software | yes |
| Adobe InDesign | Desktop publishing software | yes |
| Adobe Photoshop | Graphics or photo imaging software | yes |
| Amazon Redshift | Data base user interface and query software | yes |
| Apache Hadoop | Data base management system software | yes |
| Apache Hive | Data base management system software | yes |
| Apple macOS | Operating system software | yes |
| Asana | Cloud-based data access and sharing software | yes |
| Canva | Graphics or photo imaging software | yes |
| Cascading style sheets CSS | Web platform development software | yes |
| ESRI ArcGIS software | Geographic information system | yes |
| Facebook | Web page creation and editing software | yes |
| Google Analytics | Data mining software | yes |
| Google Docs | Word processing software | yes |
| Google Looker Analytics | Business intelligence and data analysis software | yes |
| HubSpot software | Sales and marketing software | yes |
| Hypertext markup language HTML | Web platform development software | yes |
| IBM SPSS Statistics | Analytical or scientific software | yes |
| JavaScript | Web platform development software | yes |
| Marketo Marketing Automation | Sales and marketing software | yes |
| Microsoft Access | Data base user interface and query software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Office software | Office suite software | yes |
| Microsoft Outlook | Electronic mail software | yes |
| Microsoft PowerPoint | Presentation software | yes |
| Microsoft Project | Project management software | yes |
| Microsoft SharePoint | Document management software | yes |
| Microsoft SQL Server | Data base user interface and query software | yes |
| Microsoft Visio | Process mapping and design software | yes |
| Microsoft Visual Basic | Development environment software | yes |
| Microsoft Visual Basic for Applications VBA | Development environment software | yes |
| Microsoft Word | Word processing software | yes |
| MySQL | Data base user interface and query software | yes |
| Oracle PeopleSoft | Enterprise resource planning ERP software | yes |
| PHP | Web platform development software | yes |
| R | Object or component oriented development software | yes |
| Red Hat Enterprise Linux | Operating system software | yes |
| Salesforce software | Customer relationship management CRM software | yes |
| SAP software | Enterprise resource planning ERP software | yes |
| SAS | Analytical or scientific software | yes |
| Slack | Cloud-based data access and sharing software | yes |
| Structured query language SQL | Data base user interface and query software | yes |
| Tableau | Business intelligence and data analysis software | yes |
| Teradata Database | Data base management system software | yes |
| The MathWorks MATLAB | Analytical or scientific software | yes |
| TikTok | Video creation and editing software | yes |
| WordPress | Web page creation and editing software | yes |
| Zoom | Video conferencing software | yes |
| 3M Post-it App | Word processing software | |
| AcaStat Software | Analytical or scientific software | |
| Act! | Customer relationship management CRM software | |
| Adaptive conjoint analysis ACA software | Analytical or scientific software | |
| Adobe ActionScript | Development environment software | |
| Adobe Dreamweaver | Web page creation and editing software | |
| Adxstudio, for Microsoft | Content workflow software | |
| Airtable | Data base user interface and query software | |
| AndersonBell Abstat | Analytical or scientific software | |
| Apache Pig | Data base management system software | |
| Apple Final Cut Pro | Video creation and editing software | |
| Apple Keynote | Presentation software | |
| Aprimo Marketing | Enterprise resource planning ERP software | |
| Basecamp | Project management software | |
| Blackbaud The Raiser's Edge | Customer relationship management CRM software | |
| ClassApps SelectSurveyASP | Project management software | |
| Cytel LogXact | Analytical or scientific software | |
| Cytel Software XLMiner | Data mining software | |
| Data analysis software | Analytical or scientific software | |
| Database software | Data base user interface and query software | |
| Delphi Technology | Financial analysis software | |
| Digivey software (expert system feature) | Expert system software | |
| Digivey software (point of sale feature) | Point of sale POS software | |
| Dropbox | Cloud-based data access and sharing software | |
| Drupal | Web platform development software | |
| Dynamic hypertext markup language DHTML | Web platform development software | |
| Evernote | Word processing software | |
| Extensible hypertext markup language XHTML | Web platform development software | |
| Factiva | Information retrieval or search software | |
| FedBizOps | Information retrieval or search software | |
| FileMaker Pro | Data base user interface and query software | |
| Financial planning software | Financial analysis software | |
| Galilee Enterprise TargetPro | Customer relationship management CRM software | |
| Geographic information system GIS marketing software | Data base user interface and query software | |
| GLOBE Claritas | Analytical or scientific software | |
| GMI NET-MR | Data base user interface and query software | |
| Google Ads | Sales and marketing software | |
| Google Drive | Cloud-based data access and sharing software | |
| Google Slides | Presentation software | |
| GroupMe | Instant messaging software | |
| IBM Cognos Impromptu | Business intelligence and data analysis software | |
| IBM Information Management System (IMS) | Data base user interface and query software | |
| IBM Intelligent Miner | Data mining software | |
| IBM Notes | Electronic mail software | |
| Insightful Corporation Confirmit | Customer relationship management CRM software | |
| Insightful S-PLUS | Analytical or scientific software | |
| Instagram | Web page creation and editing software | |
| Intellimed | Data base user interface and query software | |
| LexisNexis | Information retrieval or search software | |
| LinkedIn | Web page creation and editing software | |
| LogiXML Ad-HOC | Desktop publishing software | |
| LogMeIn GoToMeeting | Video conferencing software | |
| LogMeIn GoToWebinar | Network conferencing software | |
| Loom | Video creation and editing software | |
| Map Maker | Categorization or classification software | |
| Medstat/INFORUM | Information retrieval or search software | |
| Microsoft Dynamics | Enterprise resource planning ERP software | |
| Microsoft Publisher | Desktop publishing software | |
| MicroStrategy | Business intelligence and data analysis software | |
| Minitab | Analytical or scientific software | |
| Mintel Reports | Information retrieval or search software | |
| NCR Teradata Warehouse Miner | Data mining software | |
| Neoforma Healthcare Products Information Services HPIS Market Intelligence | Information retrieval or search software | |
| NetSuite ERP | Enterprise resource planning ERP software | |
| NortonLifeLock cybersecurity software | Transaction security and virus protection software | |
| Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | |
| Oracle Darwin | Data mining software | |
| Oracle Eloqua | Customer relationship management CRM software | |
| Oracle Hyperion | Enterprise resource planning ERP software | |
| Palisade StatTools | Analytical or scientific software | |
| Perseus SurveySolutions | Project management software | |
| Provalis Research Simstat | Analytical or scientific software | |
| Qlik Tech QlikView | Business intelligence and data analysis software | |
| SAP Business Objects | Enterprise resource planning ERP software | |
| SAP Crystal Reports | Data base reporting software | |
| Sawtooth Choice-Base Conjoint CBS | Analytical or scientific software | |
| Sawtooth Composite Product Mapping CPM | Analytical or scientific software | |
| Sawtooth SSI Web | Desktop publishing software | |
| SmugMug Flickr | Graphics or photo imaging software | |
| Social media sites | Web page creation and editing software | |
| StataCorp Stata | Analytical or scientific software | |
| StatPac | Analytical or scientific software | |
| Survey software | Analytical or scientific software | |
| TechExcel ServiceWise | Customer relationship management CRM software | |
| Thomson Dialog | Graphics or photo imaging software | |
| Thomson Financial Investext | Information retrieval or search software | |
| TNS MarketWhys | Analytical or scientific software | |
| TNS Miriad | Analytical or scientific software | |
| TranspoLink BidLeads | Data base user interface and query software | |
| UNISTAT Statistical Package | Analytical or scientific software | |
| Vantage MCIF | Customer relationship management CRM software | |
| Verispan Patient Parameters | Information retrieval or search software | |
| Walmart Retail Link | Information retrieval or search software | |
| Web browser software | Internet browser software | |
| WeVideo | Video creation and editing software | |
| WinCross | Analytical or scientific software | |
| WorldAPP KeySurvey Suite | Data base user interface and query software | |
| YouTube | Video creation and editing software | |