nyldn
UserRun multiple AI models against the same research, design, or coding task. Surface disagreements before you ship.
Categories
Indexed Skills (53)
flow-deliver
Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)
flow-parallel
Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates
flow-spec
NLSpec authoring — use when you need a structured specification from multi-AI research and consensus
octopus-architecture
System architecture and API design with multi-AI consensus — use for design reviews and new subsystems
skill-audit
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review
skill-claw
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox
skill-code-review
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis
skill-content-pipeline
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages
skill-copilot-provider
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode
skill-cost-projections
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns
skill-coverage-audit
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs
skill-debate
Structured multi-provider AI debates between Claude and available advisors — use for critical decisions
skill-debug
Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior
octopus-research
Thorough research across multiple sources — use for complex topics needing broad synthesis
skill-design-lineage
Persist design documents with branch tracking, revision chains, and cross-session discovery
skill-doc-delivery
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables
skill-doc-sync
Post-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.
skill-factory
Run a full build-and-ship pipeline from a spec — use for hands-off project generation
skill-finish-branch
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done
skill-issues
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage
skill-parallel-agents
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work
octopus-quick
Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests
skill-resume
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations
skill-rollback
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert
octopus-security-audit
OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews
skill-security-framing
URL validation and content sanitization for untrusted sources — use when handling external input safely
skill-ship
Package and finalize completed work for delivery — use when a feature is done and ready to ship
skill-staged-review
Use when a PR or feature needs both specification and code-quality review
skill-status
Show where you are in the workflow and what to do next — use for progress checks and orientation
skill-tdd
Build features with tests-before-code rigor — use for new features needing test coverage
octopus-ui-ux-design
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
skill-verification-gate
Use when about to declare work complete, fixed, passing, or done
skill-decision-support
Present options with trade-offs for informed decision-making — use when choosing between approaches
skill-deck
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries
skill-doctor
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more
skill-iterative-loop
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence
skill-meta-prompt
Craft better prompts using proven optimization techniques — use when your prompt needs refinement
skill-prd
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product
skill-review-response
Use when a reviewer, CI bot, or another AI leaves feedback to address
skill-thought-partner
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration
skill-context-detection
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type
skill-knowledge-work
Switch to Knowledge Work mode for research and writing — use when task is non-code focused
skill-visual-feedback
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs
skill-authoring
Principles for writing skills that behave the same way every run — use when adding, editing, or reviewing a skill in this plugin
skill-extract
Reverse-engineer design systems, tokens, and components from live products or screenshots
skill-intent-contract
Use when starting a complex or ambiguous task that risks scope drift
skill-agent-topology
Audit whether a multi-agent setup earns its coordination cost — use before adding an agent, or when a workflow feels slow or agents agree without adding signal
skill-intake
Move incoming issues and pull requests through triage states until each is actionable or closed — use when the queue has piled up or a report arrives unsorted
skill-pressure-test
Interrogate a plan, decision, or design one question at a time until it holds — use to stress-test your own thinking before committing to it
skill-native-escalation-routing
Use when choosing native or multi-LLM handling for init, review, or security requests
model-optimizer-lite
Choose a model and reasoning effort, prepare a cross-model handoff, or validate a model-specific review. Use for explicit routing or escalation decisions involving Claude or Codex, including Astra. Ordinary coding, research, and review requests do not require this skill.
fable5-optimizer
Load before answering whenever a request mentions Claude Opus 5, Claude Fable 5, GPT-5.6 Sol, Codex, or asks which model or agent should plan, implement, review, research, or verify work. Use for model routing, cross-model workflows, Codex delegation, effort selection, context preparation, and runtime/browser verification. Do not use for ordinary implementation or review with no model-choice question, or for generic prompt rewriting.
claude-model-optimizer
Load before answering whenever a request mentions Claude Opus 5, Claude Fable 5, GPT-5.6 Sol, Terra, or Luna, Codex, or asks which model or agent should plan, implement, review, research, or verify work. Use for model routing, cross-model and dynamic workflows, Codex delegation, effort selection, context preparation, cost controls, and runtime/browser verification. Do not use for ordinary implementation or review with no model-choice question, or for generic prompt rewriting.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.