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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Initiate voice calls via MoltbotskillOpsL2
voice-call · Provide voice call capabilities.
Autonomously drive coding tasks to completionskillEngineeringL3
auto-loop · Provide auto loop capabilities.
Review and accept AI-generated draftsskillL2
openwriter · Provide openwriter capabilities.
Save one-off scripts to persistent libraryskillEngineeringL1
promote-wayfinder-script · Provide promote wayfinder script capabilities.
Explore solutions for ambiguous problemsskillL1
brainstorm · Provide brainstorm capabilities.
Validate A/B test results and experiment designskillDataL1
statistical-analyst · Rigorously validating A/B test results when business decisions depend on statistical confidence.
Instrument Claude Agent SDK with OpenInferenceskillEngineeringL2
openinference-instrumentation-claude-agent-sdk · Organizations needing production observability of Claude agent behavior with tool tracing.
Upgrade Vendure Admin to React DashboardskillEngineeringL3
Migrating to Vendure Dashboard · Vendure projects modernizing Angular admin UIs to React with step-by-step checklist.
Manage browser profiles for persistent sessionsskillEngineeringL2
browser-profile · Long-lived test flows requiring persistent auth state without repeated login or MFA.
Monitor experiment results and progressskillL1
status · Tracking experiment results and active optimization loops across teams in real-time.
Access 300+ language models via OpenRouterskillEngineeringL2
sdk · Switching between 300+ LLM models while maintaining type-safe client code.
Copy, paste, and transform clipboard contentskillProductivityL1
c-clipboard · Shell workflows that copy, paste, or transform text without opening UI.
Capture and debug browser automation tracesskillEngineeringL2
browser-trace · Debugging failed browser automation by bisecting network, console, and DOM events.
Cascade strategy to align teams and goalsskillOpsL1
strategic-alignment · Detecting silos and orphan OKRs before misalignment compounds into dysfunction.
Route HTTP traffic through SOCKS proxiesskillEngineeringL2
socks-proxy-agent · Routing Node.js HTTP traffic through SOCKS proxies for privacy or residential IP.
Automate web browser interactions and data extractionskillEngineeringL2
browser · End-to-end automation of protected websites with bot detection or JavaScript rendering.
Stress-test business assumptions and logicskillL1
stress-test · Pressure-testing business assumptions before committing resources to execution.
Host Claude Code agents on Matrix via daemonskillEngineeringL4
nps-cli · Programmatic calculation of NPS scores from survey responses in CI/CD pipelines.
Operate Postgres on Kubernetes with GitOpsskillEngineeringL4
cnpg · Running PostgreSQL on Kubernetes with automatic failover and backup orchestration.
Set up Stripe subscriptions and billingskillEngineeringProductL3
stripe-integration-expert · Complex multi-currency or subscription payment flows with compliance requirements.
Run Letta agents from terminalskillEngineeringL2
letta-code · Building AI agents that maintain conversation history and interact with tools.
Review code with GitHub PR commentsskillEngineeringL1
code-review · Systematic identification of bugs and refactoring opportunities in pull requests.
Build reading lists from course syllabiskillOpsL2
syllabus · Generating structured, self-paced learning curricula from a topic.
Audit and free up disk spaceskillOpsL1
computer-clean · Freeing up disk space and optimizing development machine performance.
Track technical changes across sessionsskillEngineeringL2
tc-tracker · Tracking technical debt as first-class work items alongside features.
Calculate Fibonacci numbersskillL1
fibonacci-number · Computing Fibonacci sequences without manual calculation overhead
Execute plans phase-by-phase with gatesskillOpsProductL2
cook · Turning detailed specs into working code with mandatory review gates between phases
Manage technical change records and handoffsskillEngineeringL2
tc · Auditing engineering work across sessions with append-only history and structured handoff
Debug software, data, and infrastructure issuesskillEngineeringDataL3
debug · Debugging across software/data/infra layers when the cause isn't obvious from symptoms alone
Write tests and improve coverageskillEngineeringL2
tdd-guide · Writing comprehensive tests and reaching coverage targets with spec-driven acceptance criteria
Create iPlug2 audio plugin projectsskillEngineeringL2
new-plugin · Bootstrapping iPlug2 audio plugin projects from a standardized template
Draft build-in-public devlogs for TwitterskillMarketingEngineeringL1
devlog · Sharing shipping/debugging/learning moments with public visibility and voice consistency
Generate tests and analyze coverageskillEngineeringL2
tdd · Generating comprehensive test suites and identifying coverage gaps before merging
Generate system architecture diagramsskillEngineeringProductL2
diagram · Auto-generating reviewable architecture/data-flow/sequence diagrams for docs and PRs
Write internal company communicationsskillOpsMarketingL1
team-communications · Drafting internal company updates with standard format and tone enforcement
Manage SiYuan note workspace via CLIskillProductivityL2
siyuan-cli · Enabling AI agents to safely read/write SiYuan notes with permission checks and access control
Manage WebF controller lifecycleskillEngineeringL2
openwebf-host-controller-manager · Operating OpenWebF rendering engine with resource constraints and health monitoring
Initialize and manage project docsskillEngineeringOpsL1
docs · Keeping technical documentation in sync with code and published to a readable site
Discover and publish agentic packagesskillEngineeringL2
kordis · Understanding cluster topology and identifying resource bottlenecks without manual kubectl inspect
Create diagrams with ExcalidrawskillProductOpsL1
excalidraw · Sketching architecture or process flows during brainstorms with minimal structure constraints
Scan and prioritize technical debtskillEngineeringL2
tech-debt · Preventing technical debt from spiraling by making payoff costs visible to leadership
Monitor babysitter orchestration in real-timeskillEngineeringL2
observe · Diagnosing latency and errors in production by correlating logs, metrics, and traces
Browse local files in browser interfaceskillL1
file-browser · Exploring large codebases or archives without opening each file individually
Evaluate technology stacks with TCO analysisskillEngineeringFinanceL2
tech-stack-evaluator · Making informed tech choices before committing months to a stack that won't scale
Extract brand assets from websitesskillMarketingProductL2
openbrand · Keeping all marketing and product materials aligned with a single brand voice and visual standard
Fix failing pipelines and infrastructureskillEngineeringOpsL3
fix · Production defects where root cause is unknown and a regression guard is mandatory before closing.
Design infrastructure with TerraformskillEngineeringOpsL3
terraform-patterns · Terraform code review where security hardening (encryption, IAM least-privilege, secret rotation) is non-negotiable.
AI team memory and specialist agentsskillEngineeringProductL2
rcode · Multi-week solo or small-team projects where session-to-session coherence and onboarding context are critical.
Manage releases and versioningskillEngineeringOpsL2
release-management · Monorepos with 10+ synchronized packages where independent versioning would fracture the release train.
Execute granular git operationsskillEngineeringL1
git · Checkpoint commits mid-work where you need one clean verb (commit/push/PR) without the full ship pipeline.