The library

Everything we index — ranked by what works, never by stars.

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Build and analyze financial statementsskillFinanceL1
financial-statements · Building and analyzing financial statements with controller-grade discipline.
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Analyze channel contribution with attribution modelsskillMarketingDataL3
attribution-report · Marketing leaders defending budget allocation to executives, where multi-touch comparison reveals that last-click dramatically undercredits awareness and consideration channels.
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Design and prioritize content programskillMarketingL1
content-strategy · Startups deciding which content types to invest in first without guessing.
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Write cold emails to investorsskillFinanceL1
fundraising-email · Writing targeted investor emails with personalization and brevity discipline.
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Pentest image parsing for crash vulnerabilitiesworkflowEngineeringL3
60-harden-suite · Parallel penetration testing with isolated worktrees and preserved crash artifacts.
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Run daily system review wave pipelineworkflowOpsL3
dsr-wave1 · Applying dsr-wave1 as a specialized, reusable capability.
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Plan go-to-market motion sequencingskillMarketingSalesL1
gtm-planning · When you need a sequenced GTM plan because order matters: market validation → messaging → channels → team → execution.
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Design statistically valid A/B testsskillProductMarketingL2
ab-testing · Product and growth teams validating feature changes or messaging hypotheses before rolling out to 100% of users.
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Evaluate activist investor campaign thesisskillFinanceLegalL2
analyzing-activist-campaign-strategies · Public company boards or investors evaluating vulnerability to activist intervention and assessing negotiation strategy.
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Write landing page copy that converts readersskillMarketingL1
landing-page-copywriter · Founders who want one strong landing page (not A/B variants of uncertainty) optimized for clarity and conversion, ready to ship and measure against the one change worth testing.
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Build coherent messaging system for all channelsskillMarketingL1
messaging-architect · Founders who want one coherent messaging system that repeats consistently across website, outbound, ads, and sales, instead of inventing copy per channel and diluting impact.
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Build SEO and GEO strategy for organic growthskillMarketingL1
seo-geo-strategist · Founders who want compounding organic discovery without over-investing in content, and need a practical playbook scoped to their stage (not enterprise SEO infrastructure for seed stage).
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Diagnose pipeline stalls and fix conversion blocksskillSalesL1
pipeline-reviewer · Founders and sales leaders who want to stop guessing why deals die and need a crisp diagnosis of the one thing to fix first to unblock pipeline conversion.
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Mine call data for competitor signalsskillMarketingL3
ai-sales-intelligence-and-outreach · Marketing teams using call data to validate multi-touch attribution and identify emerging competitors + objection themes
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Audit and clean CRM data qualityskillOpsL2
crm-hygiene-scanner · CRM admin or marketing ops cleaning up legacy data before a migration or merge campaign—measure health, detect garbage, plan sprints.
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Track post-level metrics across platformsskillMarketingDataL2
metrics-track · Social media teams who need weekly measurement before generating performance reports or adjusting content strategy.
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Triage and draft direct message responsesskillMarketingSupportL1
dm-respond · Founders or community managers drowning in multi-platform DMs who need to ensure high-trust messages (sales/support) get human-quality responses while spam is silently ignored and press gets escalated.
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Review UI/UX against competitive teardownsworkflowProductL3
ui-ux-review · Applying ui-ux-review as a specialized, reusable capability.
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Manage compliance and regulatory obligationsskillLegalOpsL2
compliance-regulatory-response-kit · Applying compliance-regulatory-response-kit as a specialized, reusable capability.
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Set up brand guidelines for investor documentscommandMarketingFinanceL1
brand-config · Real estate fund managers or CRE groups producing repeated investor-facing documents who want consistent visual identity across pitch decks, memos, and LP updates.
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Run complete discovery cycle in 4 weeksskillProductSalesL3
discovery-process · Orgs building continuous discovery practice and teams investigating retention/churn problems systematically before committing dev resources.
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Structure VP onboarding as diagnostic processskillOpsHRL1
executive-onboarding-playbook · New VPs/CPOs avoiding destructive first moves and orgs hiring execs who want to ground decisions in evidence rather than gut instinct.
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Prepare for job interviews across all formatsskillProductivityL1
04-interview-prep · Users with 3-8 weeks before interviews who want to practice with specific, real-time feedback on STAR structure, technical fluency, and cultural fit messaging.
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Orchestrate multi-agent work delegationskillOpsL3
delegation-principle · Multi-agent orchestration where a coordinator routes work to specialized agents and each phase has explicit approval checkpoints.
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Write goal-aligned B2B newsletter editionsskillMarketingL1
newsletter-creation-curation · PMM/Founder launching a newsletter or scaling from manual to systematic—you get strategy + written copy ready for approval in one pass.
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Rank in local pack and boost GBP signalsskillMarketingL3
seo-local · Service area businesses where GBP completeness + review velocity + NAP consistency + AI recommendation signals determine local pack rank.
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Write cold outreach that reads like a peerskillSalesMarketingL1
iblai-marketing-cold-email · Growth teams and founders doing cold outreach who want human-sounding emails that reflect recipient's world, not a salesperson's template.
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Monitor competitors weekly for changesskillMarketingL3
competitor-monitor · Competitive intelligence teams running weekly monitoring on 5-15 competitors to surface material product, pricing, and leadership changes.
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Conduct weekly review and OKR syncskillProductivityL1
weekly-review · Preventing OKR drift and detecting energy/skill gaps before they accumulate into quarter-ending surprise.
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Generate customized NDA agreementsskillLegalL1
legal-nda · Applying legal-nda as a specialized, reusable capability.
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Run discovery calls that uncover decision criteriaskillSalesL1
discovery-call-framework · SaaS AEs and consultants converting cold→warm leads who need repeatable structure to uncover six essentials before demo/pitch.
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Sweep and classify TODO/FIXME markersworkflowEngineeringL2
phase-todo-sweep · Applying phase-todo-sweep as a specialized, reusable capability.
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Classify struct ownership patterns to Rust typesworkflowEngineeringL2
lifetime-classify · Applying lifetime-classify as a specialized, reusable capability.
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Gate releases with parallel validationworkflowOpsL3
release-checklist · Applying release-checklist as a specialized, reusable capability.
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Evaluate artifacts against baseline benchmarksworkflowProductL3
artifact-eval · Applying artifact-eval as a specialized, reusable capability.
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Review and refine CELLO story implementationsworkflowEngineeringL2
cello-review-only · Applying cello-review-only as a specialized, reusable capability.
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Verify missing authorization on all routesworkflowEngineeringL2
security-audit · Multi-domain code quality auditing at scale across partitions.
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Synthesize Vue/Nuxt ecosystem newsletterworkflowMarketingL2
vue-newsletter · Synthesizing weekly summaries across multiple heterogeneous sources (releases, blogs, social, people) with automated deduplication.
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Run daily multi-tier model performance arenaworkflowDataL3
model-arena-daily · Benchmarking multi-tier LLM responses against a canonical prompt with regression detection and cost-efficiency scoring.
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Restyle documentation to Anonymity Set designworkflowProductL2
shadowkit-redesign · Preserving complex application logic while systematically restying UI to a new design system across multiple components.
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Audit shaders.com vs PM One parityworkflowProductL2
shaders-parity-audit · Cross-system feature/data parity validation with section-by-section discrepancy discovery and adversarial verification.
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Fix Charlie harness issues and re-verifyworkflowEngineeringL2
fix-charlie-harness · Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.
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Verify landing page matches Figma designworkflowProductL2
figma-landing-1to1-audit · Cross-system feature/data parity validation with section-by-section discrepancy discovery and adversarial verification.
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Implement, verify, fix style migrationsworkflowEngineeringL3
bun-port-style · Implementing, verifying, and fixing artifacts with multi-vote adversarial review in an Implement → Verify → Fix loop.
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Detect bugs across all menu pathsworkflowEngineeringL2
bug-report · Discovering regressions and feature gaps across a large navigation surface via batched, isolated agent exploration.
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Generate state-of-field research reportworkflowProductDataL3
fieldatlas-synth · Grounding research idea generation in corpus citations with novelty-checking and feasibility critique.
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Audit epic 1662 child issuesworkflowEngineeringL2
clean-epic-1662 · Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.
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Verify epic 1662 subissues completionworkflowEngineeringL2
audit-epic-1662 · Cross-system feature/data parity validation with section-by-section discrepancy discovery and adversarial verification.
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Sweep codebase for bugs in parallelworkflowEngineeringL3
bug-sweep · Discovering regressions and feature gaps across a large navigation surface via batched, isolated agent exploration.
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Research Pitch Atlas Craftsmen wingworkflowMarketingSalesL3
pitch-atlas-craftsmen-research · Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.
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