The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Generate battle cards against competitorsskillSalesL2
sales-competitors · Sales teams qualifying inbound leads who want to know what vendors are already entrenched before proposing displacement
Run TDD pipeline from plan to commitworkflowEngineeringL3
dev-pipeline · Building features with test-first discipline across multiple implementation rounds.
Perform full iOS mobile audit and redesignworkflowProductEngineeringL3
ios-mobile-audit · Comprehensive systematic audits of code/UI across many files and components.
Build one module end-to-end with verificationworkflowEngineeringL3
worktrackaccounting-module · Building features with test-first discipline across multiple implementation rounds.
Execute serialized phases with parallel compositionworkflowEngineeringL3
parity-chain · Building features with test-first discipline across multiple implementation rounds.
Root-cause and design code exploration fixesworkflowEngineeringProductL3
world-class-code-exploration · Building features with test-first discipline across multiple implementation rounds.
Convert vague goals into testable specsworkflowProductEngineeringL2
goal-lint · Building features with test-first discipline across multiple implementation rounds.
Fix prose defects across blog batchworkflowMarketingL2
blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.
Autonomously build project from blueprintworkflowEngineeringL3
build-from-blueprint · Building features with test-first discipline across multiple implementation rounds.
Map brownfield codebase with three scoutsworkflowEngineeringL3
kiln-mapping · Building features with test-first discipline across multiple implementation rounds.
Design lead scoring and nurture workflowsskillMarketingL3
marketing-automation · Qualifying and nurturing leads at scale when you have 50+ inbound leads/month and need to route only hot leads to sales.
Triage open PRs for bugs before mergeworkflowEngineeringL2
pr-triage · Building workflows with structured orchestration and verification gates.
Write contracts and proposalsskillLegalL1
contract-and-proposal-writer · Comprehensive systematic audits of code/UI across many files and components.
Execute codex workflow runnerworkflowL2
codex_workflow_runner · Building workflows with structured orchestration and verification gates.
Launch B2B campaigns on LinkedInskillMarketingSalesL2
linkedin-ads · ABM or role-targeted outreach (to VPs/C-suite at specific companies) where LinkedIn's professional targeting is the only viable channel at scale
Execute placeholder workflow templateworkflowL2
${name} · Building workflows with structured orchestration and verification gates.
Deliver feature end-to-end sequentiallyworkflowProductEngineeringL3
feature-pipeline · Building features with test-first discipline across multiple implementation rounds.
Lift source files to target coverageworkflowEngineeringL3
coverage-orchestrator · Building features with test-first discipline across multiple implementation rounds.
Run exhaustive multi-agent quality checkworkflowEngineeringProductL3
ultracode-quality-check · Building workflows with structured orchestration and verification gates.
Drive openwop changes from RFC to PRworkflowEngineeringL2
feature-dev · Hardening vague agent instructions into precise, testable, falsifiable prompts.
Execute Wave 2a design redesign tasksworkflowEngineeringL3
flow-canvas-wave2a-exec · Building features with test-first discipline across multiple implementation rounds.
Research standards and cluster insightsworkflowProductL3
lets-explore · Building workflows with structured orchestration and verification gates.
Audit tool setup for model upgradeworkflowEngineeringL3
model-recalibration-audit · Model update audits where capability changes must be verified against confirmed facts.
Structured agent orchestration with deterministic phase transitions and fault isolation.workflowEngineeringL2
workflow-authoring · Structured agent orchestration with deterministic phase transitions and fault isolation.
Audit codebase maintainability and dependenciesworkflowEngineeringL3
nuclear-review · Comprehensive codebase audits where structural issues must be prioritized and mapped across modules.
Decide when to hire vs use AIskillOpsHRL1
hiring · Solo founders deciding whether to invest in hiring before scaling to a team, when the line between AI-capable and human-necessary work is blurry.
Structured agent orchestration with deterministic phase transitions and fault isolation.workflowEngineeringL4
workflow_harness · Structured agent orchestration with deterministic phase transitions and fault isolation.
Review commercial real estate dealsskillLegalFinanceL3
cre-legal · Structured agent orchestration with deterministic phase transitions and fault isolation.
Triage PRs and recommend merge decisionsworkflowEngineeringL3
pr-triage · Automating PR assessment workflows where required checks and merge eligibility criteria change per repo.
Track follower growth and content correlationskillMarketingL2
audience-growth-tracker-sms · Creator or brand accounts analyzing what content drives follower acquisition, to prioritize future content production.
Run smoke testsworkflowEngineeringL2
smoke · Testing workflow runtimes without consuming tokens, using injected fake executors.
Run comprehensive SEO analysis and optimizationskillMarketingProductL3
SKILL · Comprehensive SEO baseline audit for new client sites or pre-launch validation when you want both LLM insights and script-backed evidence in one output.
Crawl and audit websites at scaleskillMarketingL2
seo-firecrawl · Full-site SEO audits, broken link detection, and content inventory when crawl-based analysis is faster than manual review.
Run comprehensive SEO auditsskillMarketingL3
seo-audit · Enterprise SEO audits of 300+ page sites where parallel subagent analysis surfaces critical issues across 15+ dimensions in one pass.
Analyze or generate XML sitemapsskillMarketingL1
seo-sitemap · Large sites or programmatic page generators needing split sitemaps and crawl efficiency validation.
Create event-triggered in-app messagesskillMarketingProductL2
firebase-in-app-messaging · Delivering contextual, event-triggered messages to users without interrupting payment flows or onboarding wizards.
Generate customized GEO service proposalsskillSalesMarketingL1
geo-proposal · GEO agencies converting prospects where audit-to-proposal automation accelerates sales.
Manage GEO agency sales pipelineskillSalesL2
geo-prospect · When you're running a GEO agency and need lightweight prospect/client tracking with integrated audit scoring.
Optimize structured data for AI entity recognitionskillMarketingEngineeringL2
geo-schema · Optimizing entity recognition when schema is the bottleneck to AI citations.
Generate multi-channel product launch campaignskillMarketingProductL2
product-campaign · Multi-channel product launches where coordinated visual identity is critical.
Orchestrate EPIC from plan to mergeworkflowEngineeringL3
agent-orchestrator · Multi-stage task execution where parallel safety and dependency ordering reduce wall-clock time.
Research SPIKE with adversarial verificationworkflowProductL3
spike · Adversarial research workflows that gather, refute, and converge on verified claims.
Explore pre-commitment questionsworkflowProductL3
explore · Structured agent orchestration with deterministic phase transitions and fault isolation.
Review codebase and documentation dimensionsworkflowEngineeringL3
repo-review · Comprehensive codebase audits where structural issues must be prioritized and mapped across modules.
Implement C++ AST schema upgradeworkflowEngineeringL3
cpp-mcp-v7-full-ast-schema · Structured agent orchestration with deterministic phase transitions and fault isolation.
Run TDD cycle for featuresworkflowEngineeringL2
tdd · Structured agent orchestration with deterministic phase transitions and fault isolation.
Audit app security and code qualityworkflowEngineeringL3
madi-full-audit · Model update audits where capability changes must be verified against confirmed facts.
Author new SKILL.md filesworkflowEngineeringL3
create-skill · Structured agent orchestration with deterministic phase transitions and fault isolation.
Discover web application vulnerabilitiesworkflowEngineeringL3
vuln-discovery · Structured agent orchestration with deterministic phase transitions and fault isolation.
Plan build iteration with feature specsworkflowEngineeringL3
kmaz-plan-iteration · Structured agent orchestration with deterministic phase transitions and fault isolation.