cyberneticlibrary

The library

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

WORKS 48
Identify and manage design partner relationshipsskillSalesProductL1
ent-design-partners · Structuring early B2B customer relationships that are committed, paid, and co-creative—avoiding big-logo traps and tire-kickers.
WORKS 48
Reconcile multiple git branches into one worktreeskillEngineeringL3
standup · Convening multiple worktrees/PRs as agents in a shared markdown chat to reconcile overlapping work without committing changes prematurely.
WORKS 48
Convert research insights into falsifiable betsskillProductL1
ent-idea-coach · Distinguishing wishes from ideas from insights—harvesting structural blindspots that incumbents can't pursue, not just consensus trends.
WORKS 48
Generate project development journey narrativeskillProductL1
timeline-report · Analyzing a project's entire development history from persistent memory—tracing architectural evolution, breakthroughs, and work patterns across the full timeline.
WORKS 48
Interview founder and set up workspaceskillProductL1
ent-intake · Cold-start placement of a founder on the 00→07 journey—replacing blank forms with conversational state capture and automatic file writes.
WORKS 48
Automate plugin semantic versioning and releaseskillEngineeringL3
claude-code-plugin-release · Provide expert guidance at a specific stage.
WORKS 48
Score and structure customer interview debriefskillProductL1
ent-interview-debrief · Provide expert guidance at a specific stage.
WORKS 48
Split timeline into week-by-week narrative digestskillProductL1
weekly-digests · Provide expert guidance at a specific stage.
WORKS 48
Build focused script for customer discoveryskillProductL1
ent-interview-prep · Provide expert guidance at a specific stage.
WORKS 48
Turn document into shareable slide deckskillMarketingProductivityL1
wowerpoint · Provide expert guidance at a specific stage.
WORKS 48
Run two-week MVP product reviewskillProductL1
ent-mvp-review · Provide expert guidance at a specific stage.
WORKS 48
List unpublished code changes by release layerskillEngineeringL1
get-unpublished-changes · Provide expert guidance at a specific stage.
WORKS 48
Define minimum viable MVP to test leap of faithskillProductL1
ent-mvp-scoper · Provide expert guidance at a specific stage.
WORKS 48
Analyze GitHub issues and PRs with evidenceskillEngineeringL2
github-triage · Provide expert guidance at a specific stage.
WORKS 48
Interrogate product idea YC office-hours styleskillProductL1
ent-office-hours · Provide expert guidance at a specific stage.
WORKS 48
Run adversarial multi-agent planning debateskillProductOpsL2
hyperplan · Provide expert guidance at a specific stage.
WORKS 48
Run structured pivot-or-persevere decisionskillProductL1
ent-pivot-coach · When a founder faces a critical go/no-go decision after PMF stall and needs data-driven clarity, not narrative hope.
WORKS 48
Run honest product-market fit self-checkskillProductL1
ent-pmf-evaluator · When a team asks 'do we have PMF?' and you need to give an honest, rubric-backed answer that stands up to VC scrutiny.
WORKS 48
QA opencode CLI, plugins, and databaseskillEngineeringL2
opencode-qa · When you need to prove a specific hook fired or a CLI command works without manual testing overhead.
WORKS 48
Synthesize journey into PMF investor memoskillProductL1
ent-pmf-memo · When you need a single shareable document that honestly answers 'where are you on PMF?' for investors or early hires.
WORKS 48
Run 16-agent pre-publish release gateskillEngineeringL3
pre-publish-review · When you're about to publish an npm package and need multi-agent coverage to catch edge cases across core, opencode, and codex layers.
WORKS 48
Turn discovery notes into problem statementskillProductL1
ent-problem-statement · When a founder has finished a discovery batch and needs to crystallize one sharp problem before designing a solution.
WORKS 48
Publish npm package via GitHub ActionsskillEngineeringL2
publish · When you need end-to-end release orchestration across npm, GitHub, lazycodex, and Discord in a single coordinated workflow.
WORKS 48
Fix AI prompts that produce generic outputskillEngineeringProductL1
ent-prompt-troubleshoot · When AI output is disappointing and the fix is in the prompt, not the model — saves time vs trying new models.
WORKS 48
Remove unused code with safety verificationskillEngineeringL2
remove-deadcode · When you need to clean dead code at scale without manually hunting — LSP verification prevents false positives.
WORKS 48
Coach through research-driven inspiration methodologyskillProductL1
ent-rdi-coach · When a team is at 2–3/6 PMF and needs a framework to prioritize what retention/desperation lever to pull next.
WORKS 51
Audit codebase security with parallel huntersskillEngineeringL3
security-research · When you need multi-agent security review that catches adversarial thinking across code, infra, and supply chain.
WORKS 51
Red-team your strategy and assumptionsskillProductOpsL1
ent-red-team · When you're about to commit to a high-stakes decision and need multi-agent critique to surface blind spots before shipping.
WORKS 51
Ship production code through full PR lifecycleskillEngineeringL3
work-with-pr · When you need structured PR review that checks correctness, tests, and merge conflicts before the merge button.
WORKS 48
Match your stage to the right playbookskillProductL1
ent-stage-router · When a founder asks 'what do I do next?' and you need to route them to the right playbook without skipping prerequisites.
WORKS 48
Turn interview batches into actionable insightsskillProductMarketingL1
ent-synthesis-coach · When a venture journey ends and you need to extract the timeless patterns that inform the next venture.
WORKS 48
Build your founder learnings ledgerskillProductL1
ent-thesis · When a founder is building their repeatable founder operating system — learning what works, what doesn't, and why.
WORKS 48
Check if your unit economics workskillFinanceL1
ent-unit-econ-check · When a founder uses a unit econ model to make go/no-go decisions and you need to stress-test the assumptions.
WORKS 51
Write a PMF-grade value hypothesisskillProductL1
ent-value-hypothesis-builder · When you have a validated problem and need to diverge on solution direction before concept-testing.
WORKS 48
Search your Claude session historyskillProductivityL2
session-search · When you need to quickly find a past session by partial memory (a phrase, a date range, a person name).
WORKS 48
Get IDE-grade code intelligenceskillEngineeringL2
lsp · When you need precise symbol tracking (dead code, refactor impact, dependency discovery) without regex fragility.
WORKS 48
Profile your AI work patternsskillProductivityL3
task-profile · Understanding your own Claude usage patterns when you want atomic skill recommendations tailored to repeated friction.
WORKS 48
Understand code rules and injectionskillEngineeringL1
rules · Automating per-project instruction injection without rewriting CLAUDE.md for every session.
WORKS 53
Diagnose your Claude spending and usageskillProductivityL2
token-doctor · Identifying spend concentrations and antipatterns when your Claude bill is unexpectedly high.
WORKS 48
Plan complex work with no ambiguityskillOpsL2
ulw-plan · Large or ambiguous work when you need one decision-complete plan rather than back-and-forth negotiation.
WORKS 48
Rebuild projects for AI-native designskillProductEngineeringL3
ai-firstify · Systematically aligning existing projects to AI-first principles when piecemeal refactoring has plateaued.
WORKS 53
Systematically decompose and execute workskillOpsL2
ulw-loop · Long-running durable work with checkpoints when context resets and manual QA are acceptable overhead.
WORKS 53
Find patterns in post performanceskillMarketingL1
analyze-performance · Optimizing content strategy when you have a portfolio of published posts with known performance.
WORKS 48
Brainstorm LinkedIn topics from sourcesskillMarketingL1
brainstorm-linkedin · Converting research, articles, or external ideas into personal LinkedIn angles without starting from scratch.
WORKS 54
Debug runtime failures systematicallyskillEngineeringL2
debugging · Production bugs and flaky tests when you need runtime truth instead of plausible code stories.
WORKS 48
Find timely opinion piece topicsskillMarketingL1
brainstorm-opinion · Cross-pollinating LinkedIn content into opinion pieces when you want deeper societal reach.
WORKS 48
Set up content studio workflowsskillMarketingL2
content-studio · Entry point when user has content requests but you need to confirm tool readiness.
WORKS 48
Master git commits and historyskillEngineeringL1
git-master · Atomic commits and complex history investigations when you need evidence-led git operations.
WORKS 48
Create a content studio for new authorsskillMarketingL2
setup-content-studio · Bootstrapping thought leadership content systems when you have an author and examples but no infrastructure.
WORKS 53
Initialize agent knowledge baseskillL2
init-deep · Rapidly documenting complex codebases when you need a living CLAUDE.md that grows with the project.
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