{"slug":"mattgierhart-prd-v04-persona-definition","name":"prd-v04-persona-definition","description":"Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping.","long_description":"---\nname: prd-v04-persona-definition\ndescription: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping.\ncontext: fork\nallowed-tools:\n  - Read\n  - Write\n  - Edit\n  - Glob\n  - Grep\n---\n\n# Persona Definition\n\nPosition in workflow: v0.3 Feature Value Planning → **v0.4 Persona Definition** → v0.4 User Journey Mapping\n\nPersonas are not demographic profiles—they are behavioral models synthesized from evidence. Every persona must trace back to CFD- research, BR- targeting rules, and FEA- features they care about.\n\n## Consumes\n\nThis skill requires prior work from v0.1-v0.3:\n\n- **CFD-\\* problem statements and pain points** (from v0.1 Problem Framing) — Behavioral signals about what users struggle with\n- **CFD-\\* value hypotheses** (from v0.1 User Value Articulation) — Evidence about what users want to accomplish\n- **CFD-\\* competitive intelligence and segment gaps** (from v0.2 Competitive Landscape) — Market segmentation and underserved signals\n- **BR-\\* targeting rules** (from v0.3 Moat Definition) — Constraints on which segments to pursue (switchers vs. new-to-category, etc.)\n- **BR-\\* product type classification** (from v0.2 Product Type Classification) — Determines which personas matter (Clone = feature parity users; Undercut = price-sensitive niche)\n- **FEA-\\* entries** (from v0.3 Features Value Planning) — Feature list to validate which features each persona cares about\n- **MVP-SCOPE artifact** (from v0.3 Features Value Planning) — The explicit list of features defining MVP; personas map to MVP feature set only\n\nThis skill assumes v0.1-v0.3 work is complete.\n\n## Produces\n\nThis skill creates/updates:\n\n- **PER-\\* entries** (persona definitions, confidence 2-3/5) — Behavioral profiles tied to CFD/BR/FEA evidence with acquisition channels and pricing sensitivity\n- **Persona coverage artifact** — Map of which personas are Primary/Secondary and which product type segments they represent\n\nAll PER- entries should include:\n- `confidence: 2-3/5` (based on evidence tier from CFD interviews and BR targeting decisions)\n- Evidence source citations (CFD-ID references + BR-ID targeting rules)\n- Forward target: \"Would move to 4/5 if we validate persona behaviors with 5+ actual customers\"\n\nExample PER- entry with confidence:\n```markdown\nPER-001: The Overwhelmed Ops Manager\nSource IDs: CFD-003 (pain: manual tracking), CFD-012 (value: automation), BR-041 (targeting: switchers at renewal)\nType: Primary\nConfidence: 3/5 (source: 4-customer-interviews-jan-2026 + competitive-landscape confirms segment underserved)\nSegment: SMB SaaS companies (10-50 employees)\n\nDemographics:\n  Role: Operations Manager / Head of Ops\n  Context: Growing startup, wearing multiple hats, no dedicated tools budget\n  Technical Level: Intermediate (comfortable with SaaS, not a developer)\n\nBehavioral Profile:\n  Goals: Reduce time spent on manual reporting (CFD-012)\n  Frustrations: Current tools require too much setup (CFD-003)\n  Decision Factors: Ease of use > feature count, must show ROI to CEO (CFD-025)\n  Current Workflow: Spreadsheets + manual data entry + weekly report compilation\n\nProduct Relationship:\n  Primary Value: CFD-012 (\"Save 5 hours/week on reporting\")\n  Key Features: FEA-001 (auto-sync), FEA-003 (one-click reports), FEA-007 (dashboard) — all in MVP-SCOPE\n  Pricing Sensitivity: BR-030 (SMB tier ≤$50/mo)\n  Acquisition Channel: BR-041 (target at contract renewal of competing tools)\n\nMarketing Hook: \"Stop building reports. Start using them.\"\nNext Target: \"Would move to 4/5 if 5+ actual SMB ops managers validate this behavior in paid usage\"\n```\n\n## Core Constraint\n\n**Maximum 5 personas. Most products need 1-2.**\n\nIf you have more than 3, you're likely over-segmenting by demographics instead of behavior. Consolidate ruthlessly.\n\n## Persona Types\n\n| Type | Definition | When to Create |\n|------|------------|----------------|\n| **Primary** | Core user, drives most revenue | Always (at least 1) |\n| **Secondary** | Important but not primary buyer | If distinct needs exist |\n| **Negative** | Who we explicitly exclude | If exclusion is strategic |\n| **Aspirational** | Future target, not current focus | Only for roadmap planning |\n\n**Rule**: Primary personas must link to primary revenue KPI-. If a persona doesn't influence revenue, question whether it's truly primary.\n\n## Evidence Requirements\n\nEvery persona field must link to prior stage evidence:\n\n| Persona Field | Must Link To | Source Stage |\n|---------------|--------------|--------------|\n| Goals | CFD- value hypothesis | v0.1 User Value Articulation |\n| Frustrations | CFD- pain points | v0.1 Problem Framing |\n| Decision Factors | CFD- competitive research | v0.2 Competitive Landscape |\n| Key Features | FEA- entries | v0.3 Feature Value Planning |\n| Pricing Sensitivity | BR- pricing rules | v0.3 Pricing Model |\n| Acquisition Channel | BR- targeting rules | v0.3 Moat Definition |\n\n**No link = No claim.** If you can't cite evidence, the attribute is assumption, not fact.\n\n## Synthesis Process\n\n1. **Pull USER TYPE** from v0.1 Problem Framing (CFD-)\n   - These are your candidate personas\n\n2. **Pull SEGMENTS** from v0.2 Market Definition (CFD-, BR-)\n   - How is the market divided? Which segments are we targeting?\n\n3. **Pull TARGETING RULES** from v0.3 Moat Definition (BR-)\n   - New-to-category vs. Switchers? Trigger moments?\n\n4. **Synthesize behavioral patterns** from all CFD- evidence\n   - What goals unite this segment?\n   - What frustrations are consistent?\n\n5. **Map FEA- features** to each persona\n   - Which features matter most to each?\n   - This informs journey mapping\n\n6. **Create PER- entries** with full traceability\n\n## PER- Output Template\n\n```\nPER-XXX: [Persona Name]\nSource IDs: [CFD-XXX, CFD-YYY, BR-ZZZ that inform this persona]\nType: [Primary | Secondary | Negative | Aspirational]\nSegment: [From v0.2 market segment]\n\nDemographics:\n  Role: [Job title / function]\n  Context: [Company size, industry, team structure]\n  Technical Level: [Novice | Intermediate | Expert]\n\nBehavioral Profile:\n  Goals: [What they're trying to achieve — link to CFD- value]\n  Frustrations: [Current pain points — link to CFD- pain]\n  Decision Factors: [What influences their choices — link to CFD- research]\n  Current Workflow: [How they solve this today]\n\nProduct Relationship:\n  Primary Value: [CFD- value hypothesis they care about most]\n  Key Features: [FEA-XXX, FEA-YYY most relevant to them]\n  Pricing Sensitivity: [From BR- pricing rules]\n  Acquisition Channel: [How they'll find us — from BR- targeting]\n\nMarketing Hook: [One-sentence pitch for this persona]\n```\n\n**Example PER- entry:**\n```\nPER-001: The Overwhelmed Ops Manager\nSource IDs: CFD-003 (pain: manual tracking), CFD-012 (value: automation), BR-041 (target: switchers at renewal)\nType: Primary\nSegment: SMB SaaS companies (10-50 employees)\n\nDemographics:\n  Role: Operations Manager / Head of Ops\n  Context: Growing startup, wearing multiple hats, no dedicated tools budget\n  Technical Level: Intermediate (comfortable with SaaS, not a developer)\n\nBehavioral Profile:\n  Goals: Reduce time spent on manual reporting (CFD-012)\n  Frustrations: Current tools require too much setup (CFD-003)\n  Decision Factors: Ease of use > feature count, must show ROI to CEO (CFD-025)\n  Current Workflow: Spreadsheets + manual data entry + weekly report compilation\n\nProduct Relationship:\n  Primary Value: CFD-012 (\"Save 5 hours/week on reporting\")\n  Key Features: FEA-001 (auto-sync), FEA-003 (one-click reports), FEA-007 (dashboard)\n  Pricing Sensitivity: BR-030 (SMB tier ≤$50/mo)\n  Acquisition Channel: BR-041 (target at contract renewal of competing tools)\n\nMarketing Hook: \"Stop building reports. Start using them.\"\n```\n\n## Anti-Patterns to Avoid\n\n| Anti-Pattern | Signal | Fix |\n|--------------|--------|-----|\n| **Persona explosion** | >5 personas | Consolidate by behavior, not demographics |\n| **Fictional personas** | No CFD- links | Every attribute needs evidence |\n| **Demographic-only** | \"25-35 year old male\" | Focus on behaviors and goals |\n| **All personas are primary** | \"Everyone is important\" | Rank by revenue potential |\n| **Copy-paste from competitors** | Generic descriptions | Ground in YOUR research |\n| **Features without personas** | Personas created but no FEA- links | Map features to who cares |\n\n## Quality Gates\n\nBefore proceeding to User Journey Mapping:\n\n- [ ] Maximum 5 personas (ideally 1-3)\n- [ ] At least one Primary persona defined\n- [ ] Every persona has CFD- evidence links\n- [ ] Key Features mapped from FEA- entries\n- [ ] Acquisition Channel specified from BR- targeting\n- [ ] Marketing Hook is specific and testable\n\n## Downstream Connections\n\nPER- entries feed into:\n\n| Consumer | What It Uses | Example |\n|----------|--------------|---------|\n| **v0.4 User Journey Mapping** | Each UJ- references a PER- | UJ-001 is for PER-001 |\n| **v0.4 Screen Flow Definition** | Persona context shapes UI | SCR-001 optimized for PER-001 tech level |\n| **v0.9 GTM** | Marketing messaging per persona | Campaign targeting PER-002 segment |\n| **Sales Enablement** | Persona-specific pitches | Discovery questions per PER- |\n\n## Detailed References\n\n- **Persona creation examples**: See `references/examples.md`\n- **PER- entry template**: See `assets/per.md`\n","tagline":"Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profile","category":"business","tags":["agent-skill"],"author":"mattgierhart","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"mattgierhart/PRD-driven-context-engineering","creatorName":"mattgierhart","creatorUrl":"https://github.com/mattgierhart","sourceUrl":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":182,"forks":10,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":38.94},"quality":{"score":69,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"182","tone":"neutral"},{"label":"Freshness","value":"6d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":74,"base_score":82,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["74/100 Trust Score v5","82/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"182 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"182 stars, 10 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"6d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"182 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"182 stars, 10 forks; 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require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"182 GitHub stars","repoActivity":"182 stars, 10 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; 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issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"6d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"182 GitHub stars","repoActivity":"182 stars, 10 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["business","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","trust_score":74,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["business","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":82,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":82,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"182 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"182 stars, 10 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"6d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"182 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"182 stars, 10 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"6d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"],"evidence":{"stars":"182 GitHub stars","repoActivity":"182 stars, 10 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["business","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Financial research output is not financial advice; require human review before any live investment decision","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Financial research output is not financial advice; require human review before any live investment decision"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Financial research output is not financial advice; require human review before any live investment decision","67/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":78,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate prd-v04-persona-definition before installing it in an agent workflow","business","Research agents workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition"]},{"id":"trust_score","label":"Trust score","status":"pass","score":82,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","182 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":83,"required_for_auto_install":true,"detail":"Needs review","evidence":["Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":67,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"6d since push","evidence":["6d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition/evals","api":"/api/agent/evals?slug=mattgierhart-prd-v04-persona-definition","text":"/api/agent/evals?slug=mattgierhart-prd-v04-persona-definition&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"mattgierhart-prd-v04-persona-definition","name":"prd-v04-persona-definition","description":"Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping.","category":"business","url":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","github_repo":"mattgierhart/PRD-driven-context-engineering"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add mattgierhart-prd-v04-persona-definition"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"prd-v04-persona-definition\" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"prd-v04-persona-definition\" as a Claude Code skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"prd-v04-persona-definition\" from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/mattgierhart-prd-v04-persona-definition/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/mattgierhart-prd-v04-persona-definition"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"182 GitHub stars","repoActivity":"182 stars, 10 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["business","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"6d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use prd-v04-persona-definition in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 83/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"mattgierhart-prd-v04-persona-definition (prd-v04-persona-definition)","install_command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"mattgierhart-prd-v04-persona-definition","task":"Use prd-v04-persona-definition in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition","api":"https://www.openagentskill.com/api/agent/skills/mattgierhart-prd-v04-persona-definition","audit":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=mattgierhart-prd-v04-persona-definition&task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/mattgierhart-prd-v04-persona-definition/install","manifest":"https://www.openagentskill.com/api/registry/manifest/mattgierhart-prd-v04-persona-definition"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"mattgierhart-prd-v04-persona-definition","name":"prd-v04-persona-definition","description":"Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping.","category":"business","url":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","github_repo":"mattgierhart/PRD-driven-context-engineering"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add mattgierhart-prd-v04-persona-definition"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"prd-v04-persona-definition\" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"prd-v04-persona-definition\" as a Claude Code skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"prd-v04-persona-definition\" from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/mattgierhart-prd-v04-persona-definition/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/mattgierhart-prd-v04-persona-definition"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"182 GitHub stars","repoActivity":"182 stars, 10 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["business","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"6d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use prd-v04-persona-definition in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 83/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"mattgierhart-prd-v04-persona-definition (prd-v04-persona-definition)","install_command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"mattgierhart-prd-v04-persona-definition","task":"Use prd-v04-persona-definition in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition","api":"https://www.openagentskill.com/api/agent/skills/mattgierhart-prd-v04-persona-definition","audit":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=mattgierhart-prd-v04-persona-definition&task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20prd-v04-persona-definition%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/mattgierhart-prd-v04-persona-definition/install","manifest":"https://www.openagentskill.com/api/registry/manifest/mattgierhart-prd-v04-persona-definition"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":182,"starsLabel":"182","forks":10,"license":"MIT","qualityScore":69,"trustScore":82,"auditScore":83},"maintenance":{"status":"fresh","label":"6d since push","daysSincePush":6,"lastPushedAt":"2026-08-31T13:08:25+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata","Needs review"]},"coverageTags":["Research","Research agents","business","agent-skill"]},"audit":{"audit_score":83,"risk_level":"needs_review","risk_label":"Needs review","quality_score":69,"trust_score":82,"maintenance_score":100,"security_score":88,"install_score":92,"warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Stars/forks activity: 182 stars, 10 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":15.84,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v04-persona-definition","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add mattgierhart-prd-v04-persona-definition","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"prd-v04-persona-definition\" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"prd-v04-persona-definition\" as a Claude Code skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"prd-v04-persona-definition\" from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks \"who are our users?\", \"define personas\", \"user profiles\", \"target users\", \"persona creation\", \"who uses this product?\". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"mattgierhart-prd-v04-persona-definition\",\"task\":\"Install prd-v04-persona-definition\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","github_repo":"mattgierhart/PRD-driven-context-engineering","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/mattgierhart-prd-v04-persona-definition","repository":"https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v04-persona-definition","api":"/api/agent/skills/mattgierhart-prd-v04-persona-definition","install_api":"/api/skills/mattgierhart-prd-v04-persona-definition/install"},"meta":{"created_at":"2026-09-04T01:13:20.101163+00:00","updated_at":"2026-09-04T01:13:20.268132+00:00","agent_friendly":true}}