# Skene Skills Catalog

> **764 AI skills** across **23 domains** for SaaS growth, marketing, compliance, and more.
>
> **382 executable skills** + **382 reference guides** (241 coding guidelines + 141 scientific)
>
> 📊 See [METRICS.md](../METRICS.md) for the canonical source of all counts and methodology.

---

## Quick Navigation

### Reference Guides (382)
| Domain | Skills | Category |
|--------|--------|----------|
| [Cursor Rules](#cursor-rules) | 241 | Development (IDE) |
| [Scientific](#scientific) | 141 | Research & Data Science |

### Executable Skills (382)
| Domain | Skills | Category |
|--------|--------|----------|
| [Marketing](#marketing) | 52 | Growth & Content |
| [PLG Frameworks](#plg-frameworks) | 46 | Product-Led Growth |
| [Customer Success](#customer-success) | 29 | Retention & Expansion |
| [RevOps](#revops) | 25 | Sales & Revenue |
| [PLG](#plg) | 24 | Activation & Onboarding |
| [Monetization](#monetization) | 20 | Pricing & Billing |
| [AI Ops](#ai-ops) | 19 | AI Automation |
| [Product Ops](#product-ops) | 18 | Product Management |
| [Security](#security) | 17 | Security & Compliance |
| [Anthropic Official](#anthropic-official) | 16 | First-Party Claude |
| [Ecosystem](#ecosystem) | 16 | Partnerships |
| [DevEx](#devex) | 14 | Developer Experience |
| [Superpowers](#superpowers) | 14 | Meta AI Skills |
| [FinOps](#finops) | 12 | Financial Operations |
| [Support Ops](#support-ops) | 12 | Customer Support |
| [Community](#community) | 12 | Community Contributed |
| [Compliance](#compliance) | 11 | Regulatory |
| [Data Ops](#data-ops) | 10 | Data Engineering |
| [People Ops](#people-ops) | 8 | HR & Culture |
| [Development](#development) | 5 | Dev Practices |
| [VCF](#vcf) | 3 | Venture Capital |

**Total: 764 resources** (382 executable skills + 382 reference guides) — See [METRICS.md](../METRICS.md) for details

---

## AI Ops

*AI-powered automation, agent orchestration, and intelligent workflows.*

| Skill | Description |
|-------|-------------|
| `ai_agent_performance` | Monitor and optimize AI agent performance metrics |
| `ai_anomaly_detector` | Detect anomalies in data streams using AI |
| `ai_chatbot_orchestrator` | Orchestrate multi-turn chatbot conversations |
| `ai_content_generator` | Generate content using AI models |
| `ai_data_quality_agent` | Automated data quality monitoring |
| `ai_document_parser` | Parse and extract information from documents |
| `ai_intent_classifier` | Classify user intents from natural language |
| `ai_knowledge_synthesizer` | Synthesize knowledge from multiple sources |
| `ai_meeting_intelligence` | Extract insights from meeting transcripts |
| `ai_response_suggester` | Suggest responses for customer interactions |
| `ai_summarization_agent` | Summarize long-form content |
| `ai_ticket_classifier` | Classify support tickets automatically |
| `ai_translation_localizer` | Translate and localize content |
| `ai_workflow_automator` | Automate multi-step workflows |
| `autonomous_outreach` | AI-driven outbound messaging |
| `conversation_intelligence` | Analyze conversation patterns |
| `personalization_engine` | Personalize user experiences |
| `predictive_lead_scoring` | Score leads using predictive models |

---

## Anthropic Official

*First-party Claude skills from Anthropic.*

| Skill | Description |
|-------|-------------|
| `computer_use` | Control computer interfaces |
| `docx` | Process Microsoft Word documents |
| `pdf` | Extract and analyze PDF content |
| `pptx` | Process PowerPoint presentations |
| `spreadsheet` | Work with spreadsheet data |
| `xlsx` | Process Excel workbooks |
| ... | Additional official skills |

---

## Community

*Community-contributed skills for engagement and advocacy.*

| Skill | Description |
|-------|-------------|
| `community_ama_orchestrator` | Manage Ask Me Anything sessions |
| `community_ambassador_program` | Run ambassador programs |
| `community_case_study_finder` | Find and curate case studies |
| `community_champion_identifier` | Identify community champions |
| `community_content_curator` | Curate community content |
| `community_contributor_tracker` | Track contributor activity |
| `community_event_manager` | Manage community events |
| `community_forum_moderator` | Moderate community forums |
| `community_hackathon_manager` | Organize hackathons |
| `community_swag_manager` | Manage swag distribution |
| `community_ugc_curator` | Curate user-generated content |
| `community_user_group_manager` | Manage user groups |

---

## Compliance

*Security, privacy, and regulatory compliance.*

| Skill | Description |
|-------|-------------|
| `compliance_access_reviewer` | Review access permissions |
| `compliance_audit_preparer` | Prepare for compliance audits |
| `compliance_breach_response` | Handle data breach incidents |
| `compliance_consent_manager` | Manage user consent |
| `compliance_data_retention` | Enforce data retention policies |
| `compliance_gdpr_manager` | GDPR compliance management |
| `compliance_pii_detector` | Detect personally identifiable information |
| `compliance_privacy_policy` | Manage privacy policies |
| `compliance_soc2_tracker` | Track SOC2 compliance |
| `compliance_vendor_risk` | Assess vendor risks |

---

## Cursor Rules

*Technology-specific coding rules for Cursor IDE (241 rules).*

Categories include:
- Frontend frameworks (React, Vue, Angular, Svelte)
- Backend frameworks (Express, Django, Rails, FastAPI)
- Languages (TypeScript, Python, Go, Rust)
- Databases (PostgreSQL, MongoDB, Redis)
- Infrastructure (Docker, Kubernetes, Terraform)
- Mobile (React Native, Flutter, Swift)

---

## Customer Success

*Retention, expansion, and customer health management.*

| Skill | Description |
|-------|-------------|
| `adoption_score` | Calculate product adoption scores |
| `advocacy_identifier` | Identify customer advocates |
| `churn_prediction` | Predict churn risk |
| `contract_intelligence` | Analyze contract terms |
| `csql_generator` | Generate CS qualification criteria |
| `customer_journey_orchestrator` | Orchestrate customer journeys |
| `customer_maturity_model` | Assess customer maturity |
| `escalation_manager` | Manage escalations |
| `executive_alignment` | Align with customer executives |
| `expansion_playbook` | Execute expansion plays |
| `health_scoring` | Score customer health |
| `multi_product_adoption` | Track multi-product adoption |
| `nps_followup` | Follow up on NPS feedback |
| `onboarding_health` | Monitor onboarding health |
| `outcome_tracker` | Track customer outcomes |
| `playbook_selector` | Select appropriate playbooks |
| `product_adoption_guidance` | Guide product adoption |
| `product_gap_reporter` | Report product gaps |
| `quarterly_business_review` | Prepare QBRs |
| `red_flag_detector` | Detect warning signs |
| `renewal_orchestration` | Orchestrate renewals |
| `risk_mitigation_playbook` | Mitigate customer risk |
| `sentiment_analyzer` | Analyze customer sentiment |
| `stakeholder_mapper` | Map customer stakeholders |
| `success_plan_generator` | Generate success plans |
| `time_to_impact` | Measure time to impact |
| `value_realization` | Track value realization |
| `vla_tracker` | Track virtual learning |

---

## Data Ops

*Data engineering, quality, and governance.*

| Skill | Description |
|-------|-------------|
| `data_anomaly_alerter` | Alert on data anomalies |
| `data_attribution_modeler` | Build attribution models |
| `data_cohort_builder` | Build user cohorts |
| `data_dashboard_builder` | Create data dashboards |
| `data_etl_monitor` | Monitor ETL pipelines |
| `data_event_validator` | Validate event data |
| `data_experiment_analyzer` | Analyze experiments |
| `data_funnel_optimizer` | Optimize conversion funnels |
| `data_privacy_scanner` | Scan for privacy issues |
| `data_warehouse_optimizer` | Optimize data warehouses |

---

## Development

*General development practices and patterns.*

| Skill | Description |
|-------|-------------|
| `code_review` | Review code changes |
| `documentation` | Write technical documentation |
| `testing` | Write and manage tests |
| `refactoring` | Refactor code |
| `debugging` | Debug issues systematically |

---

## DevEx

*Developer experience, API onboarding, and SDK management.*

| Skill | Description |
|-------|-------------|
| `api_onboarding` | Onboard developers to APIs |
| `changelog_tracker` | Track changelog entries |
| `code_sample_generator` | Generate code samples |
| `deprecation_notifier` | Notify about deprecations |
| `error_explainer` | Explain error messages |
| `integration_health` | Monitor integration health |
| `latency_advisor` | Advise on latency optimization |
| `migration_assistant` | Assist with migrations |
| `oauth_helper` | Help with OAuth setup |
| `rate_limit_advisor` | Advise on rate limits |
| `sandbox_manager` | Manage sandbox environments |
| `sdk_version_monitor` | Monitor SDK versions |
| `support_deflector` | Deflect support with docs |
| `webhook_tester` | Test webhooks |

---

## Ecosystem

*Partner programs, marketplace, and co-selling.*

| Skill | Description |
|-------|-------------|
| `channel_enablement` | Enable channel partners |
| `co_sell_trigger` | Trigger co-sell opportunities |
| `deal_registration` | Register partner deals |
| `ecosystem_intelligence` | Gather ecosystem intelligence |
| `eql_scoring` | Score ecosystem-qualified leads |
| `integration_health` | Monitor integration health |
| `joint_marketing` | Coordinate joint marketing |
| `marketplace_integration` | Integrate with marketplaces |
| `marketplace_listing_optimizer` | Optimize marketplace listings |
| `mdf_tracker` | Track market development funds |
| `nearbound_signal` | Detect nearbound signals |
| `partner_influenced_revenue` | Track partner influence |
| `partner_mapping` | Map partner relationships |
| `partner_tier_manager` | Manage partner tiers |
| `referral_program` | Run referral programs |
| `tech_partner_finder` | Find technology partners |

---

## FinOps

*Cloud cost optimization and financial metrics.*

| Skill | Description |
|-------|-------------|
| `arr_waterfall` | Build ARR waterfall |
| `benchmark_comparator` | Compare to benchmarks |
| `burn_rate_monitor` | Monitor burn rate |
| `cac_calculator` | Calculate CAC |
| `expense_allocator` | Allocate expenses |
| `gross_margin` | Calculate gross margin |
| `investor_metrics` | Prepare investor metrics |
| `magic_number` | Calculate magic number |
| `ndr_tracker` | Track NDR |
| `payback_period` | Calculate payback period |
| `rule_of_40` | Calculate Rule of 40 |
| `scenario_planner` | Plan financial scenarios |

---

## Marketing

*Growth marketing, content, campaigns, and CRO (73 skills).*

### Analytics
| Skill | Description |
|-------|-------------|
| `analytics_tracking` | Set up analytics tracking |
| `developer_growth_analysis` | Analyze developer growth |
| `plg_score_explainer` | Explain PLG scores |

### Brand
| Skill | Description |
|-------|-------------|
| `brand_guidelines` | Maintain brand guidelines |
| `humanization_engine` | Humanize brand voice |
| `interface_design` | Design interfaces |
| `skene_voice_guardian` | Guard Skene voice |
| `theme_factory` | Create visual themes |

### Content
| Skill | Description |
|-------|-------------|
| `changelog_generator` | Generate changelogs |
| `content_research_writer` | Research and write content |
| `copy_editing` | Edit copy |
| `copywriting` | Write marketing copy |
| `email_sequence` | Create email sequences |
| `internal_comms` | Write internal communications |
| `social_content` | Create social content |
| `social_content_generator` | Generate social posts |

### CRO
| Skill | Description |
|-------|-------------|
| `ab_test_setup` | Set up A/B tests |
| `form_cro` | Optimize forms |
| `onboarding_cro` | Optimize onboarding |
| `page_cro` | Optimize landing pages |
| `paywall_upgrade_cro` | Optimize paywalls |
| `popup_cro` | Optimize popups |
| `signup_flow_cro` | Optimize signup flows |

### Documents
| Skill | Description |
|-------|-------------|
| `document_skills_docx` | Process Word documents |
| `document_skills_pdf` | Process PDFs |
| `document_skills_pptx` | Process PowerPoints |
| `document_skills_xlsx` | Process Excel files |

### Media
| Skill | Description |
|-------|-------------|
| `artifacts_builder` | Build creative artifacts |
| `canvas_design` | Design canvases |
| `image_enhancer` | Enhance images |
| `slack_gif_creator` | Create Slack GIFs |
| `video_downloader` | Download videos |

### Operations
| Skill | Description |
|-------|-------------|
| `daily_journal_writer` | Write daily journals |
| `daily_report_summarizer` | Summarize daily reports |
| `file_organizer` | Organize files |
| `invoice_organizer` | Organize invoices |
| `langsmith_fetch` | Fetch from LangSmith |
| `raffle_winner_picker` | Pick raffle winners |

### Outreach
| Skill | Description |
|-------|-------------|
| `outreach_personalizer` | Personalize outreach |
| `paid_ads` | Manage paid advertising |
| `twitter_algorithm_optimizer` | Optimize for Twitter algorithm |

---

## Meta

*Library management and skill creation.*

| Skill | Description |
|-------|-------------|
| `skill_creator` | Create new skills |
| `skill_validator` | Validate skill format |
| `skill_indexer` | Index skills |
| `skill_searcher` | Search skills |
| `skill_exporter` | Export skills |
| `skill_importer` | Import skills |

---

## Monetization

*Pricing, billing, and revenue optimization.*

| Skill | Description |
|-------|-------------|
| `billing_analyzer` | Analyze billing data |
| `consumption_analyzer` | Analyze consumption |
| `coupon_strategy` | Plan coupon strategy |
| `discount_optimizer` | Optimize discounts |
| `dunning_automation` | Automate dunning |
| `entitlement_manager` | Manage entitlements |
| `invoice_processor` | Process invoices |
| `metering_setup` | Set up usage metering |
| `payment_recovery` | Recover failed payments |
| `pricing_experimenter` | Run pricing experiments |
| `pricing_optimizer` | Optimize pricing |
| `quote_generator` | Generate quotes |
| `revenue_forecaster` | Forecast revenue |
| `subscription_analytics` | Analyze subscriptions |
| `subscription_manager` | Manage subscriptions |
| `tax_compliance` | Handle tax compliance |
| `trial_converter` | Convert trials |
| `upgrade_trigger` | Trigger upgrades |
| `usage_analyzer` | Analyze usage |
| `usage_metering` | Meter usage |

---

## People Ops

*HR, hiring, and culture.*

| Skill | Description |
|-------|-------------|
| `candidate_screener` | Screen candidates |
| `culture_monitor` | Monitor culture |
| `hiring_pipeline` | Manage hiring pipeline |
| `onboarding_coordinator` | Coordinate onboarding |
| `performance_reviewer` | Review performance |
| `pulse_surveyor` | Run pulse surveys |
| `team_health` | Monitor team health |
| `workforce_planner` | Plan workforce |

---

## PLG

*Product-led growth execution (24 skills).*

| Skill | Description |
|-------|-------------|
| `activation` | Drive user activation |
| `aha_moment_detection` | Detect aha moments |
| `engagement_loop` | Create engagement loops |
| `feature_gate` | Implement feature gates |
| `freemium_converter` | Convert freemium users |
| `habit_formation` | Form user habits |
| `in_app_guide` | Create in-app guides |
| `invite_flow` | Optimize invite flows |
| `onboarding_flow` | Design onboarding flows |
| `pql_scoring` | Score PQLs |
| `product_tour` | Create product tours |
| `retention_hook` | Create retention hooks |
| `self_serve_checkout` | Enable self-serve checkout |
| `setup_momentum` | Build setup momentum |
| `time_to_value` | Minimize time to value |
| `trial_optimization` | Optimize trials |
| `upgrade_path` | Design upgrade paths |
| `usage_threshold` | Set usage thresholds |
| `user_journey` | Map user journeys |
| `value_moment` | Identify value moments |
| `viral_coefficient` | Calculate viral coefficient |
| `viral_loop` | Create viral loops |
| `welcome_sequence` | Design welcome sequences |
| `wow_moment` | Create wow moments |

---

## PLG Frameworks

*Product-led growth playbooks and mental models (43 skills after consolidation).*

> **Note**: The redundant `plgf_*` prefixed duplicates have been removed. Use the canonical skill names below.

### Core Frameworks
| Skill | Description |
|-------|-------------|
| `activation-metrics` | Define and measure activation |
| `engagement-loops` | Design engagement loops |
| `expansion-revenue` | Drive expansion revenue |
| `feature-adoption` | Increase feature adoption |
| `feature-gating` | Decide what to gate |
| `free-tool-strategy` | Plan free tools for acquisition |
| `growth-experimentation` | Run growth experiments |
| `growth-loops` | Design growth loops |
| `growth-modeling` | Build growth models |
| `in-product-messaging` | Design in-product messaging |
| `paywall-upgrade-cro` | Optimize upgrade screens |
| `plg-ideas` | 100+ PLG tactics |
| `plg-mental-models` | Mental models for PLG |
| `plg-metrics` | Define PLG metrics |
| `plg-strategy` | Plan PLG strategy |
| `pricing-strategy` | Design pricing |
| `product-analytics` | Set up product analytics |
| `product-led-sales` | Layer sales on PLG |
| `product-onboarding` | Design onboarding |
| `referral-program` | Build referral programs |
| `retention-analysis` | Analyze retention |
| `self-serve-motion` | Enable self-serve |
| `signup-flow-cro` | Optimize signup |
| `trial-optimization` | Optimize trials |
| `usage-based-pricing` | Implement usage pricing |
| `user-segmentation` | Segment users |
| `viral-loops` | Design viral loops |

### Boyce PLG Framework (14 skills)
From the FREEMIUM book methodology:
| Skill | Description |
|-------|-------------|
| `boyce/acquisition` | Acquisition strategies |
| `boyce/activation` | Activation playbook |
| `boyce/conversion` | Conversion optimization |
| `boyce/engagement` | Engagement tactics |
| `boyce/expansion` | Expansion strategies |
| `boyce/monetization` | Monetization models |
| `boyce/referral` | Referral mechanics |
| `boyce/retention` | Retention frameworks |
| ... | Additional Boyce skills |

---

## Product Ops

*Product management, feedback, and roadmap.*

| Skill | Description |
|-------|-------------|
| `beta_manager` | Manage beta programs |
| `experiment_tracker` | Track experiments |
| `feature_flag_manager` | Manage feature flags |
| `feature_prioritizer` | Prioritize features |
| `feedback_aggregator` | Aggregate feedback |
| `feedback_synthesizer` | Synthesize feedback |
| `impact_analyzer` | Analyze feature impact |
| `launch_coordinator` | Coordinate launches |
| `metric_tracker` | Track metrics |
| `opportunity_scorer` | Score opportunities |
| `prioritization_framework` | Apply prioritization frameworks |
| `product_brief_generator` | Generate product briefs |
| `release_notes_generator` | Generate release notes |
| `roadmap_aligner` | Align roadmap |
| `spec_generator` | Generate specs |
| `stakeholder_communicator` | Communicate to stakeholders |
| `user_research_synthesizer` | Synthesize user research |
| `voice_of_customer` | Capture VOC |

---

## RevOps

*Revenue operations, pipeline, and forecasting (25 skills).*

| Skill | Description |
|-------|-------------|
| `activity_capture` | Capture sales activities |
| `commission_calculator` | Calculate commissions |
| `deal_desk` | Manage deal desk |
| `deal_health_scorer` | Score deal health |
| `deal_velocity_analyzer` | Analyze deal velocity |
| `forecast_accuracy` | Measure forecast accuracy |
| `forecast_generator` | Generate forecasts |
| `handoff_orchestrator` | Orchestrate handoffs |
| `lead_router` | Route leads |
| `lead_scorer` | Score leads |
| `meeting_booker` | Book meetings |
| `opp_stage_validator` | Validate opportunity stages |
| `pipeline_cleaner` | Clean pipeline |
| `pipeline_coverage` | Calculate pipeline coverage |
| `pipeline_generator` | Generate pipeline |
| `quota_tracker` | Track quotas |
| `rep_performance` | Track rep performance |
| `sales_capacity` | Plan sales capacity |
| `sales_playbook` | Execute sales playbooks |
| `sequence_optimizer` | Optimize sequences |
| `signal_detector` | Detect buying signals |
| `territory_manager` | Manage territories |
| `win_loss_analyzer` | Analyze win/loss |
| `win_rate_optimizer` | Optimize win rates |

---

## Scientific

*Research, data science, and bioinformatics (141 skills).*

Categories include:
- Data analysis and statistics
- Machine learning workflows
- Bioinformatics pipelines
- Research methodology
- Scientific writing
- Visualization

---

## Security

*Application security and vulnerability management (17 skills).*

| Skill | Description |
|-------|-------------|
| `access_audit` | Audit access controls |
| `api_security` | Secure APIs |
| `auth_flow_analyzer` | Analyze auth flows |
| `code_scanner` | Scan code for vulnerabilities |
| `credential_rotation` | Rotate credentials |
| `dependency_scanner` | Scan dependencies |
| `incident_responder` | Respond to incidents |
| `penetration_tester` | Guide penetration testing |
| `permission_mapper` | Map permissions |
| `secrets_scanner` | Scan for secrets |
| `secure_coding` | Apply secure coding practices |
| `security_advisor` | Advise on security |
| `security_baseline` | Establish security baseline |
| `threat_modeler` | Model threats |
| `vulnerability_tracker` | Track vulnerabilities |

---

## Skene

*SkeneFlow-specific skills.*

| Skill | Description |
|-------|-------------|
| `flow_builder` | Build SkeneFlow flows |
| `growth_map_generator` | Generate growth maps |
| `skill_orchestrator` | Orchestrate skills |
| `state_machine_designer` | Design state machines |
| `tool_permission_manager` | Manage tool permissions |
| `audit_trail_analyzer` | Analyze audit trails |

---

## Superpowers

*Meta-skills for AI-assisted development (14 skills).*

| Skill | Description |
|-------|-------------|
| `code_architect` | Architect code solutions |
| `complexity_reducer` | Reduce code complexity |
| `context_builder` | Build context for AI |
| `debug_assistant` | Assist with debugging |
| `docs_generator` | Generate documentation |
| `error_translator` | Translate errors |
| `hypothesis_tester` | Test hypotheses |
| `pattern_applier` | Apply design patterns |
| `prompt_engineer` | Engineer prompts |
| `refactor_advisor` | Advise on refactoring |
| `review_assistant` | Assist with reviews |
| `test_generator` | Generate tests |
| `trace_analyzer` | Analyze traces |
| `type_inferrer` | Infer types |

---

## Support Ops

*Customer support automation and analytics (12 skills).*

| Skill | Description |
|-------|-------------|
| `support_auto_responder` | Auto-respond to tickets |
| `support_bug_linker` | Link bugs to tickets |
| `support_csat_analyzer` | Analyze CSAT |
| `support_deflector` | Deflect with self-service |
| `support_escalation_predictor` | Predict escalations |
| `support_knowledge_gap` | Find knowledge gaps |
| `support_macro_suggester` | Suggest macros |
| `support_priority_scorer` | Score ticket priority |
| `support_resolution_timer` | Time resolutions |
| `support_sentiment_tracker` | Track sentiment |
| `support_sla_monitor` | Monitor SLAs |
| `support_ticket_router` | Route tickets |

---

## VCF

*Value Creation Framework for venture/deal flow (3 skills).*

| Skill | Description |
|-------|-------------|
| `vcf_deal_analyzer` | Analyze deal opportunities |
| `vcf_portfolio_tracker` | Track portfolio companies |
| `vcf_value_creator` | Create value in portfolio |

---

## External Skills (16 unique)

The `/skills/external/` directory preserves curated skills from external sources that provide unique value not duplicated in the library:

### Anthropic Official (2 skills)
- `anthropics_skills_pdf.skill.md` — PDF processing
- `anthropics_skills_xlsx.skill.md` — Excel processing

### Corey Haines Marketing Skills (3 skills)
- `coreyhaines31_marketingskills_copywriting.skill.md`
- `coreyhaines31_marketingskills_seo_audit.skill.md`
- `coreyhaines31_marketingskills_signup_flow_cro.skill.md`

### Supabase Agent Skills (1 skill)
- `supabase_agent_skills_supabase_postgres_best_practices.skill.md`

### Vercel Labs Agent Skills (2 skills)
- `vercel_labs_agent_skills_vercel_react_best_practices.skill.md`
- `vercel_labs_agent_skills_web_design_guidelines.skill.md`

### Stripe Integration (1 skill)
- `wshobson_agents_stripe_integration.skill.md`

### Skene Skills Collection (7 skills)
Core analysis skills for Skene workflow automation:
- `analyze-features` — Document user-facing features
- `analyze-growth-hubs` — Identify PLG opportunities
- `analyze-product-overview` — Extract product overview
- `analyze-tech-stack` — Detect technology stack
- `generate-growth-manifest` — Create growth manifest
- `generate-growth-template` — Generate PLG templates
- `setup-skene-growth` — Setup Skene dependencies

### Archived Collections

The following collections have been archived (duplicates consolidated into library):
- **PLG Skills** (27 skills) → Now in `/skills-library/plg_frameworks/`
- **Skene Marketing** (73 skills) → Now in `/skills-library/marketing/`

See `/skills/external/.archived/` for attribution and mapping details.

---

## Skill Format

Each skill consists of:

```
skill-name/
├── skill.json       # Manifest (metadata, tools, schemas)
└── instructions.md  # AI instructions
```

### skill.json Schema

```json
{
  "id": "domain/skill-name",
  "version": "1.0.0",
  "name": "Skill Name",
  "description": "What the skill does and when to use it",
  "domain": "domain",
  "tools": [
    { "name": "tool.name", "required": true }
  ],
  "exitStates": ["success", "failure"],
  "tags": ["tag1", "tag2"]
}
```

---

## Usage

### With SkeneFlow

```typescript
import { SkillRegistry } from 'skeneflow/headless';

const registry = new SkillRegistry('./skills-library');
await registry.indexAll();

const skill = await registry.loadSkill('plg/activation');
```

### With Cursor

Skills trigger based on file globs and context.

### With Claude

Skills trigger based on description matching.

---

## Contributing

See [CONTRIBUTING.md](../CONTRIBUTING.md) for guidelines on adding new skills.

---

*Generated: 2026-02-01*
*Total Skills: 809 (793 in library + 16 unique external)*
*Consolidation: Removed 27 plgf_* duplicates + archived 100 external duplicates*
