JZKK720

Use when the user wants to autonomously tune a numeric metric against a single editable file, with no human check-ins. Triggers: "autoresearch", "overnight tuning", "agent runs experiments", "improve val_* metric", "optimize loss", "benchmark my model",…

Use when starting a new project, reviewing code, refactoring, or onboarding a new contributor in TypeScript / JavaScript / React / Node.js / adjacent stacks. Triggers: "best practices", "conventions", "code style", "what's the right way to do this", "lint…

Use when writing a new skill, reviewing a skill, refactoring an existing one, or onboarding someone to the skill ecosystem. Triggers: "how do I write a good skill", "review this skill", "skill format", "skill frontmatter", "skill description contract", "skill…

Use when the user wants to create, build, fork, or find a skill for a workflow, or when a "new" skill idea already feels familiar. Triggers: "does a skill for X already exist", "find me a skill for…", "search skills", "is there a marketplace skill for…",…

Autonomous high-reasoning operating mode for long-running, multi-step work. Use when the user says "use fable mode", "plan end to end", "autonomous run", "long horizon", "self verify", or starts ambitious work meant to run start-to-finish with minimal…

Use when the agent wants to consolidate what was learned, decided, deferred, and what to skill-ify at the end of a long agentic task. Triggers: "wrap up", "summarise the session", "what did we do today", "end-of-task", "post-work", "structured retro", "I want…

Use when the user wants to create, build, structure, or templatize a skill, when a workflow is being repeated, or when the agent is asked "should this be a skill?". Triggers: "should this be a skill", "is this workflow skill-worthy", "write a skill properly",…

Use when the user reports a vague issue, a recurring symptom, a mystery behaviour, or asks "why is this happening?" — a problem with incomplete information, not a known bug. Triggers: "why is this happening", "mystery behaviour", "investigate this",…

15-platform internet research router: Twitter/X, Reddit, XiaoHongShu, Bilibili, YouTube, LinkedIn, GitHub, V2EX, RSS, and more. Use when researching topics across social platforms, searching for discussions, or looking up anything on the web beyond basic…

Self-rate output on 5 axes (accuracy, completeness, clarity, actionability, conciseness) after completing non-trivial tasks. Produces a structured 1-5 scorecard with improvement suggestions.

Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects. Each step has a self-contained context brief so a fresh agent can execute it cold.

Diagnose and fix GitHub Actions CI failures. Inspects workflow runs and logs, identifies root causes, implements minimal fixes, and pushes to a fix branch.

Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter guide. Use when joining a new project or exploring a repo for the first time.

Create a GitHub pull request following project conventions. Use when asked to create a PR, submit changes for review, or open a pull request.

Curated library of 74 real-world DESIGN.md files (Apple, Stripe, Linear, Vercel, Notion, Airbnb, etc.). Use when the user wants a design system, says 'make it look like [brand]', or asks for design tokens/colors/typography for a named brand.

Fresh-context adversarial review before non-trivial decisions stand. Use when correctness matters more than speed, in unfamiliar code, high-stakes changes, or when a confident output would be cheaper to verify now than debug later.

Verify the agent-meow CLI's setup/onboarding flow, terminal UI/UX, and critical user journeys in a completely isolated, reproducible loop. Drives the real `agent-meow` binary through a PTY (pexpect) inside a throwaway OMNIGENT_CONFIG_HOME / OMNIGENT_DATA_DIR…

Diagnose agent-meow voice/TTS failures — "no audio back", "voice replies hang", "transcripts appear but no response", or "utterances chopped into fragments". Use when the mic→STT→LLM→TTS pipeline misbehaves, when TTS is silent or intermittent, or when you…

Install and build Qwen3-TTS (qwentts.cpp) with Vulkan GPU backend on Windows for agent-meow's voice pipeline. Use when: setting up TTS for the first time, rebuilding after a Vulkan SDK update, troubleshooting "tts-server.exe not found" or "no audio from TTS",…

Run the agent-meow server as a Docker compose stack (server + Postgres) on any Docker host — your laptop, a VPS, EC2 by hand, or as the base layer of any container-platform deploy. Invoke when the user wants to build the image, bring up the compose stack,…

Deep reference on agent-meow config format, executor types, skill/tool structure, and conventions. Load when you need to look up how the platform works.

Use for ANY web interaction that needs a real, logged-in browser: filling forms, clicking buttons, navigating apps you're signed into, taking screenshots, recording browser-action videos. Drives the user's actual Chrome via CDP (Chrome DevTools Protocol)…

MUST USE when the user wants to research/search/look up/find anything on the internet across social and content platforms — e.g. "research this topic on Twitter", "do a deep dive on X across Reddit", "search the web for X", "see what people say about X on…

Frontend development guide for the web/ React app — covers component patterns, state management, the fetch/routing IoC seams, testing conventions, and special UI libraries (Tiptap, Fabric.js, xterm.js). Load when developing, testing, or debugging frontend…

Add purposeful motion to a user interface. Use when a design needs animation that explains state, relationship, and hierarchy — not decoration, but motion that carries meaning. Covers motion thesis, material-by-meaning, timing and easing, implementation…

Amplify a section within an existing design system to make it bolder and more confident. Use when a specific section reads flat or timid compared to its neighbors, and needs to be raised to the expressive level the rest of the page already reaches — without…

Improve UX copy, labels, error messages, and microcopy in a user interface. Use when interface text is unclear, ambiguous, jargon-heavy, or inconsistent — rewrite it so users understand what happened, what matters, and what to do next.

Add personality and memorable moments to a product interface. Use when a design needs moments of joy, character, or emotional resonance — not generic whimsy, but product character revealed through useful interactions, humane responses, or unexpectedly…

Strip a design to its essence. Remove redundant elements, repeated information, decorative noise, and cosmetic complexity across information architecture, visual design, layout, interaction, content, and code. Use when a design feels cluttered, complex, or…

Design first-run flows, empty states, and activation paths that get users to value as fast as possible. Use when building onboarding experiences, feature discovery, guided tours, interactive tutorials, or empty state design for a product interface.

Delegation mode for open-code-review (OCR). Instead of OCR calling an LLM endpoint, this skill instructs the host agent to perform the code review itself, using OCR only for deterministic engineering: file selection and rule resolution. Use when the host…

Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user asks to review code, review a pull request, review staged/unstaged changes, review a commit, or compare branches for code quality issues.…

Use when adding or changing a Reborn integration — a new extension, a channel surface, model-callable tools, or a shared auth provider — or when deciding whether something is "a channel", "an extension", or "a tool". Maps the unified extension model (NEA-25)…

Use when adding or reviewing tests for Reborn behavior — choosing a test tier, covering a bug fix, testing model/tool-choice behavior, touching tests/integration or tests/fixtures/llm_traces, or when a test needs Postgres, Docker, or a live LLM.

Use when starting work in the IronClaw repo, deciding where a feature/fix/prompt/doc belongs, tracing how a request flows, looking up which crate owns a subsystem, or when repo docs, the knowledge graph, or component names seem stale, missing, or…

Navigate building a user-facing feature in the Reborn stack (a capability that crosses product_workflow → composition → webui_v2 → runtime/serve → frontend). Use when planning or implementing any new Reborn settings page, endpoint, facade method, or…

Use when writing or reviewing a change in crates/ that adds a trait, a crate, a dependency edge, a re-export, or code in ironclaw_reborn_composition — or when deciding whether an abstraction, layer, or crate boundary is justified in the IronClaw Reborn stack.

Paranoid architect review of code changes for bugs, security, missing tests, and undocumented assumptions. Works on local git diffs OR a GitHub pull request (e.g. `owner/repo N`). For PRs, can post findings as line-level review comments.

Best practices for code editing, search, and file operations

Generate or update the IronClaw architecture overview video using Remotion. Use when asked to update, regenerate, or modify the architecture video, add/remove scenes, or reflect codebase changes in the video.

Discover Pacgate workflows, bind the current QM scope to a Pacgate matter, read or write matter memory, and execute a workflow through the Pacgate API. Use when QM collaboration needs Pacgate legal workflows or Pacgate-backed matter memory.

Reference directory of Pacgate workflow YAML templates. Browse these to understand available legal workflows, their steps, and tools before executing them via the pacgate-qm CLI.

Design and refine Pacgate proposal pages, docs HTML surfaces, temporary clarification workboards, and future UI concepts. Use for frontend design direction, visual hierarchy, anti-generic layout rules, bilingual presentation, and trust-first page refinement.

Run the Pacgate clarification workflow for client question rounds. Use for converting question forms to markdown, classifying valid versus irrelevant questions, identifying client misunderstandings, building suggested responses with research notes, and…

Audit and upgrade existing Pacgate pages without broad rewrites. Use for redesigning proposal pages, docs HTML, bilingual business materials, or temporary workboards while preserving structure, links, and commercial meaning.

Anti-AI-slop design and copy rules for any UI work (website, web app, or interface). Use whenever building, refining, or auditing user-facing UI. Holds every visual decision to a purpose test and the result to a liveliness bar so the output feels crafted by a…

Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns. Use when the user wants to study a document through an…

Create branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, loop/ flywheel, nested, tree, org chart, layer stack, Venn, pyramid/funnel, bar, line, Gantt, scatter, high-level,…

Pre-landing PR review with structural-issue checklist and 8 specialist lenses. Use when asked to review a PR, do a code review, check a diff, or before landing/shipping code changes. Adapted from garrytan/gstack (MIT).

Selectively translate useful ECC workflows into OpenSpace host skills, prompts, or instructions instead of copying ECC's full commands, agents, hooks, or runtime surfaces. Use when evaluating ECC commands or skills for reuse inside the Cubecloud OpenSpace…

Delegate tasks to OpenSpace — a full-stack autonomous worker for coding, DevOps, web research, and desktop automation, backed by an extensive MCP tool and skill library. Skills auto-improve through use, reducing token consumption over time. A cloud community…

Use when a task is multi-step, risky, or unclear enough that you should search for existing skills first, delegate work in bounded phases, and verify results before reporting completion.

Search for reusable skills across OpenSpace's local registry and cloud community. Reusing proven skills saves tokens, improves reliability, and extends your capabilities beyond built-in tools.

Reproducible AMD dual-GPU ROCm setup: TheRock pip wheels for the iGPU + HIP SDK 7.1.0 for the dGPU. Detects hardware (Strix Halo, Strix Point, Phoenix, Rembrandt, Van Gogh, RDNA 3/4) and adapts. Use when the user wants to set up, validate, or troubleshoot a…