Multi-model collaborative problem-solving workflow with hardened backtest gates. Two rounds of brainstorm with a no-duplicate-thoughts rule between rounds, replay-not-stats backtests, walk-forward validation, sensitivity rejection, and per-quest verdict synthesis. Use when a hard problem stalls single-pass thinking…
Use when installing, repairing, verifying, diagnosing, or safely operating the BrowseWeave systemd-based Linux developer preview with Chrome, Zen, or Firefox and a local MCP client. Do not use for store publication or bypassing site protections.
Capture, search, and summarize shared market/customer intelligence in Vantage so the same intel is reusable across OpenClaw, Claude, ChatGPT, and other MCP clients. Use when the user asks to save signals (posts/articles/quotes), retrieve prior intel by topic/source/date, generate digests/briefings, or build a…
Generate or place on-brand media (images, video, music, voice) with Distribea. Use whenever a project needs imagery or audio — a hero/illustration/avatar, a page full of placeholders, a video clip, background music, or a voice-over — instead of shipping stock photos, placeholders, CSS-gradient-only sections, or raw…
Compose and save a durable, wayback-grade session snapshot to UltraMemory. Use this whenever you are asked to write a session snapshot or rollup of the work just done — in particular when the UltraMemory capture hook nudges you to "Compose a session snapshot per the ultramemory-snapshot Skill rubric ... and save it…
Research topics across YouTube videos efficiently using Scribefy's MCP tools — search for candidates, vet them with free metadata before spending credits, extract transcripts selectively, and synthesize timestamped answers. Use when researching a topic on YouTube, summarizing or comparing videos, pulling quotes or…
Route coding work to another local coding-agent CLI through the llm-provider MCP server. Use when a task benefits from a powerful model for difficult reasoning or a faster, lower-cost model for bounded implementation, tests, investigation, or review.
Build integrations against the Smarter Weather developer platform — the REST API at api.smarterweather.com. Covers authentication via API key, calling /v1/weather, /v1/alerts/{id}, /v1/geocode/{search,autosuggest,reverse}, and /v1/storm-tracks, handling the RFC 7807 error envelope, respecting RateLimit- headers, and…
Behavioral verification intelligence for autonomous coding agents. Use this skill when the user asks "what could break in this PR?", "which workflows changed?", "what should I test before merging?", "is this change risky?", "what's the blast radius of removing this function?", or any question about understanding the…
Score code for patentability with Patent PreCheck. Use when the user asks "can this be patented?", wants a patentability/novelty/§101/§102/§103 check, or wants to know if an invention or codebase is filing-ready.
Finds and compares installed agent skills through the read-only skill-router MCP. Use when the user asks which skill to use or when a task is ambiguous, unfamiliar, multi-domain, or requires a multi-step workflow.
Development workflow. Use when building a feature, creating an MVP, refactoring code, fixing a bug, or any task that involves writing or changing implementation code.
Design execution engine. Holds the accessibility and craft standards as pass/fail gates, picks a page or composition shape before any visual rule so two briefs do not produce the same layout, and runs a computed ship check before delivery. Use this skill for ANY design or build task in any medium: poster, flyer…
Rewrite a rough, vague prompt into a precise, context-enriched prompt. Explores the codebase read-only and weaves real file paths and symbols into the rewritten prompt — never implements the task itself. Use when the user asks to optimize, enrich, or improve a prompt before running it.
Workflow for implementing a new Android feature, screen, fragment, activity, dialog, adapter, or enhancement in this XML/MVVM template. Use whenever the user asks to add, build, implement, or extend functionality — before writing any code. Covers planning, the MVVM/MVI skeleton, the Android configuration checklist…
Run boundary and structure validators against a Hydrogen storefront project. Reports cross-module imports, reverse imports from shared layers, dumping-ground folders, barrel files, forbidden Remix imports, and missing/duplicated route manifests.
Coordinates a subagent workflow where a worker implements a development task, a code reviewer audits the result for critical errors, flaws, and optimization opportunities, and then the worker iterates to apply the reviewer’s optimization suggestions. Use when the user requests implementation or other development work…
Modernize an Android project's Gradle build: bump to Kotlin 2.x with kotlin-compose plugin (replace kotlinCompilerExtensionVersion), migrate kapt to KSP, introduce Version Catalogs (libs.versions.toml), use the Compose BOM, switch to Material 3.
Deep codebase analysis — complexity, coupling, dead code, tech debt hotspots.
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originalMIT
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