cyberneticlibrary

The library

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

WORKS 57
Audit pending design surfacesskillProductL1
review · Quality gate before handing off exploration artifacts to build phase.
WORKS 48
Show specification statusskillProductL1
kiro-spec-status · Tracking specification workflow progress when you need to know where a spec is in requirements/design/tasks phases and what work remains.
WORKS 48
Build prototype component by componentskillProductL3
subagent-driven-prototyping · When you have a validated discovery plan and layout and need to build prototype components one at a time with continuous validation against the plan.
WORKS 48
Capture and prioritize user storiesskillProductL1
user-story-capture · Converting exploration work, prototypes, and BRDs into a backlog of actionable user stories with test-ready acceptance criteria.
WORKS 48
Follow business exploration workflowskillProductL1
using-exploration-cycle · When you need to guard user messages from interrupting active exploration workflows and automatically route to the correct workflow phase.
WORKS 48
Crawl prototype UI for visual auditskillProductEngineeringL3
vibe-browser-audit · Documenting what a rapid prototype looks like before architectural reengineering, identifying both preserved business logic and technical debt.
WORKS 48
Package specs into spec-kitsskillProductL2
vibe-spec-packager · Use for vibe-spec-packager tasks and operations.
WORKS 48
Transform prototype to specificationskillProductEngineeringL4
vibe-to-speckit-superpowers · Use for vibe-to-speckit-superpowers tasks and operations.
WORKS 48
Synthesize C4 and TOGAF specsskillProductEngineeringL3
vibe-togaf-architect · Lifting prototype vibe-code into enterprise-grade system specs with explicit tier-gate approval before handoff.
WORKS 48
Manage competitive landscape researchskillProductSalesL2
competitors · Maintaining a living map of direct and indirect competitors with status tracking, watch passes, and user-feedback mining.
WORKS 48
Review layout options before buildingskillProductEngineeringL1
visual-companion · SME consensus on visual structure shape before build starts—skippable for greenfield simple features.
WORKS 48
Track and refine product hypothesesskillProductL1
hypotheses · Tracking which assumptions are confirmed vs. invalidated with evidence, and routing confirmed changes through structured workflows.
WORKS 48
Manage customer discovery interviewsskillProductMarketingL2
interviews · End-to-end discovery loop: script drafting, interview execution, transcript analysis, hypothesis state updates, and technique review.
WORKS 48
Build visual canvas diagramsskillProductEngineeringL1
obsidian-canvas-architect · Agent-generated visual planning boards and architecture diagrams that persist in Obsidian vaults without manual JSON editing.
WORKS 48
Research market size and segmentsskillProductSalesL2
market-research · Founder confidence in market reality (TAM/SAM/SOM, buyer behavior, pricing benchmarks) strengthens interviews and hypothesis testing.
WORKS 48
Generate technical documentationskillEngineeringProductL1
docs-out · Internal technical documentation that explains Why and Structure using active voice, code snippets, and Mermaid diagrams.
WORKS 48
Design and validate MVP prototypeskillProductL3
mvp · Counterweight to over-engineering: argues for simplest form that generates honest signal with least build effort.
WORKS 48
Deploy and analyze surveysskillProductMarketingL3
surveys · Scale validation beyond interviews: test hypotheses across broader audience with structured quantitative signals.
WORKS 48
Set up startup project workspaceskillProductL2
using-startup-superpowers · Unsticking a founder by connecting their known strengths (belief, execution, distribution) to the immediate decision.
WORKS 48
Query concept wiki with summariesskillProductivityProductL1
obsidian-query-agent · Agent-driven vault queries: surface recent notes, filter by status/tag, cross-link analysis without manual scanning.
WORKS 48
Assess next steps for startupskillProductL2
whats-next · Meta-skill for bootstrapping new projects or routing to right skill when founder's intent is ambiguous.
WORKS 48
Turn PRDs into implementation roadmapsskillProductEngineeringL1
analyze-prd · Validating PRD completeness and generating phased implementation plans with risk assessment.
WORKS 48
Run Spec-Kitty analysisskillProductL1
spec-kitty-analyze · A standard Spec-Kitty workflow routine.
WORKS 48
Review Spec-Kitty checklistskillProductL1
spec-kitty-checklist · A standard Spec-Kitty workflow routine.
WORKS 48
Manage Linear tickets and workflowsskillEngineeringProductL2
using-linear · Teams integrating Claude agents into Linear-based issue workflows
WORKS 48
Identify spec gaps before buildingskillProductEngineeringL1
spec-kitty-clarify · Reducing rework risk by surfacing spec gaps before planning
WORKS 48
Review Spec-Kitty constitutionskillProductL1
spec-kitty-constitution · Establishing governance policies for teams before implementation
WORKS 48
Size markets with TAM and SAMskillFinanceProductL2
market-size · VCs validating venture-scale market sizing with dual (top-down and bottom-up) methods
WORKS 48
Plan Spec-Kitty workflowskillProductL1
spec-kitty-plan · Converting specifications into detailed implementation roadmaps with task decomposition
WORKS 48
Extract expert knowledge before writingskillMarketingProductL1
expert-interview · Conducting structured expert interviews that surface decision rationale and context.
WORKS 48
Evaluate research findings and design experimentsskillProductDataL1
scientific-thinking · Using scientific thinking when use when interpreting research findings, evaluating scientific evidence, analyzing mechanisms, comparing competing hypotheses, designing experiments, or constructing scientific arguments..
WORKS 48
Review user stories for completionskillProductL1
accepting-stories · Formal acceptance gate before story completion and epic progress tracking.
WORKS 48
Create feature plans and task filesskillProductL1
plan · Creating structured feature plans that fit into your project's planning system.
WORKS 48
Design task systems and workflowsskillProductL2
bio-task-system · Designing a tiered task system for research domains that progresses from basic validation to flagship innovation.
WORKS 48
Break scope into sprint stories and tasksskillProductL1
plan · Breaking large features into dependency-ordered stories with testable acceptance criteria and task lists.
WORKS 48
Compare thinking across multiple LLMsskillProductEngineeringL2
llm-council · Resolving contested decisions via multi-LLM deliberation with ranked cross-model voting and synthesis.
WORKS 57
Coordinate multi-agent feature workflowsskillProductEngineeringL3
orchestrate · Complex features touching multiple modules where wrong approach costs days. Avoids premature code.
WORKS 48
Pressure-test designs before buildingskillProductEngineeringL1
plan-interrogate · Pressure-testing a design before any code written. Catches underspecified decisions early.
WORKS 48
Design workflow cognitive blueprintsskillProductEngineeringL2
workflow-spec-architect · Complex multi-step workflows needing explicit trigger/step/handoff design.
WORKS 48
Train skills with validation gatesskillEngineeringProductL3
skill-optimizer · Building reliable extraction pipelines from unstructured data.
WORKS 48
Create diagrams and flowchartsskillEngineeringProductL1
drawio-skill · Polished, precise architectural, network, or UML diagrams that need custom styling, rich shape vocabulary, swimlanes, or editable exports with embedded XML.
WORKS 48
Audit web accessibility (WCAG)skillEngineeringProductL1
accessibility · Making web content usable by everyone including people with disabilities; required for legal compliance in many jurisdictions (AA level).
WORKS 44
Optimize Core Web VitalsskillEngineeringProductL1
core-web-vitals · When a site needs better Google Search ranking and user experience; these three metrics drive 75th-percentile page experience scoring.
WORKS 43
Optimize web performanceskillEngineeringProductL1
performance · Reducing latency and improving throughput when you have profiling data or suspect bottlenecks in critical code paths.
WORKS 58
Optimize for search visibilityskillMarketingProductL1
seo · Improving organic search rankings through technical SEO (Core Web Vitals, structured data, crawlability), content optimization, and link strategies.
WORKS 43
Run comprehensive web quality auditskillEngineeringProductL1
web-quality-audit · Holistic assessment of a site's performance, accessibility, security, SEO, and best-practice compliance via an automated audit.
WORKS 48
Apply wallet tracker design systemskillProductL2
ui_design_skill · Best for enforcing consistent semantic token usage and design system fidelity across a Tailwind-based wallet app.
WORKS 48
Apply Signal 39 cognitive design frameworkskillProductL1
signal39-design · Best for applying cognitive load reduction and accessibility principles to dashboards and data visualizations.
WORKS 48
Interact with larv.ai ecosystemskillEngineeringProductL2
skill · Best for earning governance weight on larv.ai through time-locked CLAWD staking and conviction accumulation.
WORKS 45
Run strategic planning sessionsskillOpsProductL1
plan · Gathering requirements and architectural consensus before implementing complex features.
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