affinity-mapping
Auto-cluster research nuggets and notes into themes.
Skill by henrique-simoes
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/henrique-simoes-affinity-mapping
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: research, productivity
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/affinity-mapping
What's inside
- Skill name
affinity-mapping- Description
- Auto-cluster research nuggets and notes into themes. Users can refine groupings interactively.
- License
- MIT
- Instructions
- 33 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Affinity Mapping Auto-cluster research nuggets and notes into themes. Users can refine groupings interactively. ## Phase Double Diamond: **Define** ## Type **Qualitative** research method ## Workflow 1. **Plan** — Generate a research plan with objectives, methods, and timeline 2. **Execute** — Process input data (files, context) through the analysis 3. **Validate** — Self-check findings against sources, score confidence 4. **Report** — Structured output with nuggets, facts, insights, recommendations ## Input - Project files (PDF, DOCX, TXT, CSV, MD) - Project and company context (auto-loaded) - User instructions and task context ## Output - Nuggets with source references - Facts verified against evidence - Insights with confidence scoring - Actionable recommendations with priority/effort ratings
From henrique-simoes/Istara, MIT.
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- 0.637score
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user-interviews
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Plan, conduct, and analyze user interviews.
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hmw-statements
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Generate 'How Might We' statements from insights, score by impact/feasibility.
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jtbd-analysis
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Extract JTBD statements from research, identify functional/emotional/social jobs.
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persona-creation
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Synthesize evidence-based personas from research data.
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prioritization-matrix
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Impact vs Effort scoring, MoSCoW prioritization, stakeholder alignment.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
thematic-analysis
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Rigorous coding (open → axial → selective), codebook management, inter-rater reliability.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
research-synthesis
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Generate structured research reports: executive summary, methodology, findings, recommendations.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
user-flow-mapping
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Document current-state user flows, identify friction points, map to research findings.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
design-system-audit
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Evaluate consistency against design system, identify deviations, accessibility compliance.
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handoff-documentation
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Generate developer handoff docs: specs, annotations, edge cases, accessibility requirements.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
journey-mapping
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Build end-to-end journey maps with stages, actions, emotions, pain points, opportunities — all linked to evidence.
SkillAFreshness: A★ 16Claude Code +9
Signals
- Stars
- 16
- Forks
- 5
- Open issues
- 15
- Last commit (this folder)
- Mar 30, 2026 (7 months ago)
- Last release
- Sep 27, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/henrique-simoes/Istara
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from henrique-simoes
- 0.637score
user-interviews
henrique-simoes
Plan, conduct, and analyze user interviews.
SkillAFreshness: A★ 16Claude Code +9 - 0.637score
channel-research-deployment
henrique-simoes
Deploy interviews, surveys, and diary studies via messaging channels (Telegram, Slack, WhatsApp, Google Chat) with adaptive questioning and real-time analytics.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
hmw-statements
henrique-simoes
Generate 'How Might We' statements from insights, score by impact/feasibility.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
jtbd-analysis
henrique-simoes
Extract JTBD statements from research, identify functional/emotional/social jobs.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
persona-creation
henrique-simoes
Synthesize evidence-based personas from research data.
SkillAFreshness: A★ 16Claude Code +9 - 0.634score
journey-mapping
henrique-simoes
Build end-to-end journey maps with stages, actions, emotions, pain points, opportunities — all linked to evidence.
SkillAFreshness: A★ 16Claude Code +9
Cite this page
affinity-mapping skill. Agent Mart. https://agentmart.dev/skills/henrique-simoes-affinity-mapping (last updated 2026-10-24)