nyldn

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

Code & Development Featured

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

Data & Documents Featured

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

Web & Frontend Featured

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-context-detection

Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type

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-knowledge-work

Switch to Knowledge Work mode for research and writing — use when task is non-code focused

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-visual-feedback

Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs

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-native-escalation-routing

Use when choosing native or multi-LLM handling for init, review, or security requests

AI & Automation Listed

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.

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