cyberneticlibrary

The library

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

WORKS 48
Route user request to best workflowcommandOpsL2
run-workflow · Dispatch commands to the right handler without boilerplate.
WORKS 48
Generate technical documentation from speccommandEngineeringL1
doc-write · Dispatch commands to the right handler without boilerplate.
WORKS 48
Create SEO-optimized blog postcommandMarketingL1
new-blog-post · Dispatch commands to the right handler without boilerplate.
WORKS 48
Launch parallel agents on epic taskscommandOpsL3
epic-start · Dispatch commands to the right handler without boilerplate.
WORKS 48
Setup macOS development environmentcommandOpsL2
new-macos-setup · Dispatch commands to the right handler without boilerplate.
WORKS 48
Diagnose platform issuescommandOpsL2
debug · Dispatch commands to the right handler without boilerplate.
WORKS 48
Orient on latest branch and propose actioncommandProductivityL1
pickup · Resuming work across devices when session context is unclear
WORKS 56
Audit documentation quality comprehensivelycommandEngineeringL2
[FRG]-docs-audit · Identifying documentation debt and stale docs before they impact new contributors
WORKS 48
Backup and restore configurationcommandOpsL1
backup · Restoring application state and configuration after a crash or when migrating devices
WORKS 48
Decode ERC-8021 dataSuffix hexcommandEngineeringL1
decode · Debugging ERC-8021 builder codes in calldata without an RPC roundtrip
WORKS 48
Auto-compute rote calculation answerscommandProductivityL1
crunch · Escaping rote algebra after conceptual understanding is locked in via /learn
WORKS 48
Add skill entry to React componentcommandEngineeringL1
add-skill · Incrementally building a curated skills portfolio without manual array formatting
WORKS 48
Score skill quality with paired checklistcommandEngineeringL1
evaluate-skill · Rapid quality assessment of buddy skills before shipping
WORKS 48
Run pre-deployment checkscommandOpsEngineeringL1
deploy · Preventing silent production bugs by enforcing code quality and config checks before deploy
WORKS 48
Specify screens like a senior designercommandProductEngineeringL1
design · Converting vague user stories into implementation-ready design specs with no designer follow-up
WORKS 48
Loop superintendent task on schedulecommandOpsL1
hermit · Orchestrating parallel work on multiple independent issues without waiting for serial completion
WORKS 48
Verify multi-path formulas end-to-endcommandEngineeringDataL1
verify · Catching convention mismatches and bulk-boundary inconsistencies in advanced mathematics
WORKS 48
Fix bugs fast while maintaining standardscommandEngineeringL1
devspark.quickfix · Shipping rapid hotfixes while staying aligned with project constitution
WORKS 48
Implement technical plans with PR flowcommandEngineeringL2
implement_plan · Executing multi-phase technical implementations with built-in phase verification and pause points
WORKS 56
Review financial health and runwaycommandFinanceL1
finance · Building a complete financial picture with variance analysis and runway projection for founders
WORKS 57
Report and track bugs systematicallycommandEngineeringProductL1
fix-bug · Rapidly fixing startup/tooling bugs without broad code exploration
WORKS 54
Map data flows and debug end-to-endcommandEngineeringL1
trace · Finding where a feature or bug lives by tracing the complete data flow with file:line accuracy
WORKS 48
Review and fix documentationcommandEngineeringOpsL1
docs · Keeping documentation in sync with code changes across the entire project
WORKS 48
Author a new agent skillcommandEngineeringL1
create-skill · Authoring new agent skills that follow Cursor conventions without manual boilerplate
WORKS 48
Load project context at session startcommandEngineeringL1
bootstrap · Starting work in a new session with full context awareness
WORKS 48
Create and prioritize roadmapscommandProductOpsL1
doit.roadmapit · Building prioritized product roadmaps aligned with constitution principles
WORKS 54
Summarize session issues and fixescommandEngineeringOpsL1
summary · Capturing session work products (code reviews, fixes, findings) immediately after completion without manual re-scanning.
WORKS 48
Cut releases across all platformscommandEngineeringOpsL2
release · Multi-platform Debian-based software releases requiring coordinated PPA, PyPI, Homebrew, and GitHub synchronization with RC iteration.
WORKS 48
Fix grammar in tracked filescommandL1
fix-grammar · Light grammar-only fixes on blog posts before publication; simple file-level corrections without structural changes.
WORKS 48
Guide test-driven developmentcommandEngineeringL1
tdd · Tasks requiring disciplined test-first development with explicit Red-Green-Refactor cycles and framework-agnostic guidance.
WORKS 48
Resume session with pruned contextcommandL1
prune-resume · Extending long-running Claude Code sessions by pruning token-heavy conversation history while preserving session context and resuming automatically.
WORKS 48
Start lesson 18.2 in EnglishcommandL1
start-18-2.en · Structured product management workflow where requirements must be extracted from customer research and prioritized using MoSCoW method within a single lesson session.
WORKS 48
Add RSS feed weeklycommandOpsL1
rss-add · Building tech-weekly collections from multiple RSS feeds with automatic categorization and no manual file creation.
WORKS 48
Bump Ruby WASM patch versioncommandEngineeringL1
bump-ruby-wasm · Coordinated Ruby patch bumps in Rails+WASM projects where version changes cascade across build config, Rust toolchain, and CI cache invalidation.
WORKS 48
Debug scraper-to-analyst pipelinecommandEngineeringDataL1
debug-pipeline · Rapid triage of multi-stage data pipeline failures in production with clear diagnostic separation per pipeline stage.
WORKS 48
Run Flutter security verificationcommandEngineeringL1
check-security · Pre-launch or post-incident Flutter security audits with scored rubric and priority-ranked remediations tailored to French/multilingual teams.
WORKS 48
Manage contract review librarycommandLegalOpsL1
library · Centralized contract clause and document management with full lifecycle (approval → deprecation → archive) and semantic search across large clause libraries.
WORKS 48
Remove AI-generated slop from codecommandEngineeringL1
deslop · Pre-merge cleanup of AI-generated code that introduced verbose comments, unnecessary error handling, or type-unsafe patterns inconsistent with codebase norms.
WORKS 59
Execute implementation plan from taskscommandEngineeringL1
speckit.implement · Large feature implementations with interdependent tasks, spec-driven contracts, and multi-stage quality gates (setup, test, build, integration, polish).
WORKS 48
Read memory slot datacommandEngineeringL1
memcord-read · Quick memory retrieval during a session without manual slot name specification when project binding is configured.
WORKS 48
Post-exploitation security workflowcommandOpsL2
pwned · Structured post-exploitation of compromised systems with automated privilege escalation detection, credential harvesting, and domain reconnaissance.
WORKS 48
Generate DMN eligibility checkscommandEngineeringL2
new-dmn-check · Rapid scaffold of new DMN-based business rules (eligibility checks) with corresponding API tests in library-api without manual XML/Bruno setup.
WORKS 48
Fix build errors automaticallycommandEngineeringL2
fix-build · Quick resolution of typical TypeScript type errors in AxioDB builds without deep language knowledge.
WORKS 48
Initialize new specificationcommandEngineeringProductL1
spec-init · Creating language-agnostic single-source-of-truth specifications for new projects with enforced contracts and versioning.
WORKS 59
Extract Azure DevOps sprint historycommandOpsL2
import-sprint-story · Bulk history extraction from Azure DevOps sprints with complete revision tracking and external relations (commits, PRs) for archival or migration.
WORKS 48
Research codebase for factscommandEngineeringL1
2_research · Objective technical investigations in large codebases requiring evidence-based answers to specific architectural or behavioral questions.
WORKS 48
Deliver lesson content with TTScommandProductivityL2
teaching · When you need structured, calibrated teaching with progress tracking and real-time Q&A capture
WORKS 48
Generate dependency-ordered taskscommandEngineeringProductL1
tasks-spec · When you have a feature design doc and need to break it into parallel-executable LLM-friendly tasks
WORKS 48
Brainstorm and mature ideascommandProductL1
brainstorm · When you want structured criticism and risk analysis BEFORE coding anything
WORKS 48
Measure critical function coveragecommandEngineeringL2
coverage · When you must enforce 100% coverage on safety-critical functions (tree operations)
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