# 2452 Recipe Audit Dd40a0b5 > Recipe Audit: Skill Chains Coverage - Skill: `tools-only/2452-recipe-audit-dd40a0b5` (Agent Skill, multi-file: 3 files) - Install (CLI): `npx skillmds@latest add tools-only/2452-recipe-audit-dd40a0b5` - Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/2452-recipe-audit-dd40a0b5/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Security - Author: tools-only (https://skillmd.com/u/tools-only) - Updated: 2026-09-22 - Page: https://skillmd.com/skills/tools-only/2452-recipe-audit-dd40a0b5 --- # Recipe Audit: Skill Chains Coverage **Date:** 2026-02-12 **Purpose:** Map existing recipes to domains and identify under-served domains for new skill chains. ## Existing 36 Recipes (Domain + Skill IDs) (28 original + 8 new: 29 Scientific, 30 Superpowers, 31 Skene, 32 AI Ops, 33 FinOps, 34 Community, 35 People Ops, 36 Data Ops.) | # | Recipe | Primary domain | Example skills in chain | | --- | ----------------------------------- | ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------- | | 1 | Sales Deal Qualification Pipeline | revops | lead_qualification, opportunity_scoring, deal_inspection, next_best_action, content_recommender | | 2 | Customer Churn Prevention Pipeline | customer_success | health_scoring, churn_prediction, risk_mitigation_playbook, escalation_manager | | 3 | Financial Intelligence Dashboard | finops | burn_rate_monitor, arr_waterfall, scenario_planner, investor_metrics | | 4 | Growth Optimization Engine | plg / marketing | ab_test_setup, experiment_analyzer, funnel_optimizer, analytics_tracking | | 5 | Content Marketing Automation | marketing | content_research_writer, copywriting, social_content, schema_markup | | 11 | Freemium Conversion Optimization | plg / monetization | trial_extension_evaluator, paywall_upgrade_cro, activation_metrics | | 12 | Usage-Based Pricing Engine | monetization | usage_metering, overage_predictor, limit_notification, pricing_optimization | | 13 | Product-Led Sales Handoff | plg / revops | pql_scoring, lead_qualification, handoff_orchestration | | 14 | AI Support Deflection System | support_ops / ai_ops | ticket_triage, intent_classifier, response_suggester, kb_gap_finder | | 15 | Developer Experience Onboarding | devex | api_onboarding, sandbox_manager, code_sample_generator | | 16 | Employee Onboarding Automation | people_ops | onboarding_checklist, pulse_analyzer, perf_review_generator | | 17 | Data Quality Automation | data_ops | data_anomaly_alerter, data_event_validator, data_cohort_builder, data_funnel_optimizer, data_experiment_analyzer, data_dashboard_builder | | 18 | Community-Led Growth Engine | community | champion_identifier, case_study_finder, content_curator, event_manager | | 19 | Multi-Platform Content Distribution | marketing | content_research_writer, social_content, social_content_generator | | 20 | Product Experimentation Engine | product_ops | experimentation, experiment_analyzer, feature_adoption | | 21 | API Lifecycle Management | devex | changelog_tracker, deprecation_notifier, migration_assistant | | 22 | Competitive Intelligence Automation | revops / marketing | competitive_intel, competitive_ads_extractor, competitor_alternatives | | 23 | Brand Consistency Engine | marketing / anthropic | brand-guidelines, copy_editing, humanization_engine | | 24 | Customer Education Platform | plg / customer_success | onboarding_flow, milestone_celebration, contextual_help | | 25 | Security Code Review Automation | security | semgrep-rule-creator, entry-point-analyzer, variant-analysis, differential-review, fix-review, property-based-testing | | 26 | Compliance Automation Hub | compliance | gdpr_manager, pii_detector, audit_preparer, data_retention | | 27 | E-commerce Revenue Optimization | monetization / marketing | pricing_optimization, consumption_analyzer, discount_optimizer | | 28 | Partnership Ecosystem Automation | ecosystem | partner_mapping, co_sell_trigger, deal_registration, referral_program | ## Under-Served Domains (executable skills, no or minimal recipe) | Domain | Executable skills | Has recipe? | Notes | | ------------------ | ------------------------------- | ------------------- | ----------------------------------------------------------------------------------------------------------------------- | | scientific | 141 (context) / some executable | No | Literature, hypothesis, protocols; data pipelines. Add research/lab chain. | | superpowers | 14 | No | brainstorming → writing-plans → executing-plans → verification. Add dev workflow chain. | | skene / meta | 6 + 6 | No | analyze_tech_stack → analyze_growth_hubs → generate_growth_manifest → generate_growth_template. Add PLG strategy chain. | | ai_ops | 19 | Partial (Recipe 14) | Dedicated AI Ops chain: ticket_classifier → response_suggester → summarization or intent → chatbot_orchestrator. | | anthropic_official | 16 | Partial (Recipe 23) | Doc/deck chain: docx + pptx + brand-guidelines. | Domains already covered by at least one recipe: revops, customer_success, finops, plg, marketing, monetization, support_ops, devex, people_ops, data_ops, community, product_ops, security, compliance, ecosystem. ## Recommendations - **Batch 1 (new recipes):** Scientific (research/literature pipeline), Superpowers (plan → execute → verify), Skene/Meta (tech stack → growth hubs → manifest → template). Security already has Recipe 25. - **Batch 2 (new recipes):** Community (second recipe optional), People Ops (second optional), Data Ops (second optional), AI Ops (dedicated chain), FinOps standalone (e.g. burn_rate → scenario_planner → investor_metrics). - **Recipe index:** Add domain tags to Quick Navigation in SKILL_CHAINS.md for filter-by-domain discovery.