cyberneticlibrary

The library

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

WORKS 48
Show agent DAG and branch statusskillEngineeringOpsL1
status · Poll long-running builds/deploys without blocking
WORKS 48
Scale engineering teams and deliveryskillOpsProductL1
vpe-advisor · Scale engineering org structure and ownership without losing autonomy or quality
WORKS 48
Show program and brain engagement metricsskillOpsL1
status · Pentest engagements to surface highest-value next actions and cost burn tracking
WORKS 48
Design SLOs with burn-rate alertsskillOpsL1
slo-design · Define observable, measurable reliability targets with multi-window burn-rate alerting for production services
WORKS 48
HTTP proxy agent for HTTPSskillEngineeringL1
https-proxy-agent · Route HTTPS and WebSocket connections through corporate proxies in Node.js
WORKS 48
Prepare for SOC 2 Type II auditskillLegalOpsL1
soc2-audit-prep · Pre-observation, mid-period checkpoint, or pre-field-test month-10 readiness forcing questions
WORKS 48
Map proxy protocols to agentsskillEngineeringL1
proxy-agent · Route all HTTP requests through a corporate proxy in Node.js without modifying request code
WORKS 48
Audit workspace agent capabilitiesskillOpsL1
workspace-surface-audit · Governance and compliance audits of cloud productivity suites
WORKS 51
Plan social media strategy and calendarskillMarketingL1
social-media-manager · Batch scheduling and cross-platform content distribution without manual posting
WORKS 48
Write stories using narrative scienceskillMarketingL1
writestory · Complex fiction requiring seven-dimensional narrative architecture (character, plot, mystery, world, relationships, meaning, prose).
WORKS 48
Write specs before codeskillEngineeringProductL1
spec-driven-workflow · Teams needing atomic, testable requirements and 1:1 traceability from spec to test to implementation.
WORKS 48
Score sprint health and analyze velocityskillProductL1
sprint-health · Agile teams tracking sprint predictability and identifying velocity trends or blockers.
WORKS 48
Build no-code automations in Zapier and MakeskillOpsL1
zapier-make-patterns · Non-technical users automating workflows across 7000+ apps without graduating to code.
WORKS 50
Write and optimize SQL queriesskillEngineeringL1
sql-database-assistant · Day-to-day database operations — from natural-language query translation to performance tuning.
WORKS 48
Save one-off scripts to persistent libraryskillEngineeringL1
promote-wayfinder-script · Provide promote wayfinder script capabilities.
WORKS 48
Explore solutions for ambiguous problemsskillL1
brainstorm · Provide brainstorm capabilities.
WORKS 56
Validate A/B test results and experiment designskillDataL1
statistical-analyst · Rigorously validating A/B test results when business decisions depend on statistical confidence.
WORKS 48
Monitor experiment results and progressskillL1
status · Tracking experiment results and active optimization loops across teams in real-time.
WORKS 48
Copy, paste, and transform clipboard contentskillProductivityL1
c-clipboard · Shell workflows that copy, paste, or transform text without opening UI.
WORKS 48
Cascade strategy to align teams and goalsskillOpsL1
strategic-alignment · Detecting silos and orphan OKRs before misalignment compounds into dysfunction.
WORKS 48
Stress-test business assumptions and logicskillL1
stress-test · Pressure-testing business assumptions before committing resources to execution.
WORKS 58
Review code with GitHub PR commentsskillEngineeringL1
code-review · Systematic identification of bugs and refactoring opportunities in pull requests.
WORKS 48
Audit and free up disk spaceskillOpsL1
computer-clean · Freeing up disk space and optimizing development machine performance.
WORKS 48
Calculate Fibonacci numbersskillL1
fibonacci-number · Computing Fibonacci sequences without manual calculation overhead
WORKS 48
Draft build-in-public devlogs for TwitterskillMarketingEngineeringL1
devlog · Sharing shipping/debugging/learning moments with public visibility and voice consistency
WORKS 48
Write internal company communicationsskillOpsMarketingL1
team-communications · Drafting internal company updates with standard format and tone enforcement
WORKS 48
Initialize and manage project docsskillEngineeringOpsL1
docs · Keeping technical documentation in sync with code and published to a readable site
WORKS 48
Create diagrams with ExcalidrawskillProductOpsL1
excalidraw · Sketching architecture or process flows during brainstorms with minimal structure constraints
WORKS 48
Browse local files in browser interfaceskillL1
file-browser · Exploring large codebases or archives without opening each file individually
WORKS 48
Execute granular git operationsskillEngineeringL1
git · Checkpoint commits mid-work where you need one clean verb (commit/push/PR) without the full ship pipeline.
WORKS 48
Event core library utilitiesskillEngineeringL1
event-core · High-throughput event processing where per-event context must stay lazy but cached across async boundaries.
WORKS 48
Retrieve stored credentials securelyskillEngineeringOpsL1
gopass · Scripts that need production secrets without exposing plaintext in env files or shell history.
WORKS 48
Compact terminal output for agentsskillEngineeringL1
tokenjuice · Agent workflows where terminal noise (git/pnpm/docker output) consumes tokens without adding signal.
WORKS 48
Clean Obsidian callout syntaxskillProductivityL1
pa-callout-cleanup · Code maintenance where obsolete callout metadata clutters readability.
WORKS 48
Reference Go library ecosystemskillEngineeringL1
gostack · Microservice teams deploying Go services where the deployment config should not diverge from source control.
WORKS 48
Generate user stories with acceptance criteriaskillProductEngineeringL1
user-story · Agile teams that need structured, testable requirements before a story goes to development.
WORKS 48
Detect code coupling smellsskillEngineeringL1
sniff-couplers · Refactoring efforts to identify high-coupling modules before decoupling them.
WORKS 48
Write engineering retrospectivesskillEngineeringL1
journal · Engineering teams that need an audit trail of decisions, blockers, and retrospectives without relying on chat archives.
WORKS 48
Generate polished HTML design artifactsskillMarketingProductL1
open-design · Mocking up web artifacts in single self-contained HTML when you want instant browser preview with no build step or external resources.
WORKS 48
Review engineering delivery plansskillEngineeringL1
vpe-review · Pressure-testing delivery commitments and hiring plans with throughput-first metrics (DORA, funnel, team structure) when claims lack operational grounding.
WORKS 48
Score and spike concept validationskillProductL1
concept-forge · Choosing a 1-day spike experiment after brainstorming when you have 4-6 options and need objective ranking by impact, delight, or effort.
WORKS 48
Create phased implementation plansskillProductEngineeringL1
plan · Converting a decided design into concrete phased implementation with file changes and success criteria when you have architecture but need execution steps.
WORKS 48
Health-check wiki for consistencyskillOpsL1
wiki-lint · Catching broken links, orphaned pages, and semantic inconsistencies in knowledge base when you want automated health check before sharing wiki.
WORKS 48
View recent wiki activity logsskillProductivityL1
wiki-log · Viewing recent wiki activity log when you need to track ingests, updates, and semantic checks across pages over time.
WORKS 48
Search markdown corpus with hybrid rankingskillProductivityOpsL1
qmd · Searching markdown corpus with BM25/vector/LLM reranking when grep is too crude and you need semantic search over notes or design catalogs.
WORKS 48
Conduct deep technical research comparisonskillEngineeringProductL1
research · Technology selection and architecture decisions requiring rigorous tradeoff analysis.
WORKS 48
Generate edge cases and test scenariosskillEngineeringProductL1
scenario · Pre-implementation risk discovery and comprehensive QA test planning.
WORKS 48
Grow and optimize X/Twitter engagementskillMarketingProductivityL1
x-twitter-growth · Building X audience via algorithm mechanics and competitive content strategy.
WORKS 48
Block until CI passesskillEngineeringL1
wait-for-CI · Blocking deployment workflows until CI resolution without manual polling.
WORKS 48
Auto-lint and fix codebaseskillEngineeringL1
lint-and-fix · Automated code style checking and fixing with bounded iterations.
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