oh-my-colab

Plugin oh-my-colab from marketplace oh-my-colab-marketplace in iadr-dev/colab. Commands read from the repo's manifest — 1 month ago.

Skills (44)

• agent-browser

  Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form

• autopilot

  Chain PLAN + BUILD + REVIEW automatically. Pauses at plan for human OK.

• book-study

  Reading coach: guides users through books systematically with knowledge compilation, mastery testing, spaced repetition, and knowledge querying. Triggers on "read this book", "book study", "start studying", "/book-study".

• brainstorming

  Structured ideation before committing to a design. Socratic questioning to surface hidden requirements and constraints. Produces 2-3 concrete approaches with explicit tradeoffs. Runs at the start of the PLAN workflow.

• browser-use

  Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.

• caveman

  Ultra-compressed communication mode that removes filler while preserving technical accuracy. Use when the user explicitly asks for "caveman mode", "compressed mode", or to stay terse/compressed until told to stop.

• android

  Android development skill suite from Google. Use when working on Android apps, Kotlin code, Jetpack libraries, Android Gradle Plugin (AGP), Jetpack Compose UI, CameraX, Navigation component, app performance profiling, Google Play publishing, Android system APIs, or Android XR/immersive experiences.

• agp-9-upgrade

  Upgrades, or migrates, an Android project to use Android Gradle Plugin

• camera1-to-camerax

  Use this skill to migrate legacy Android camera implementations (Camera1

• migrate-xml-views-to-jetpack-compose

  Provides a structured workflow for migrating an Android XML View to Jetpack

• navigation-3

  Learn how to install and migrate to Jetpack Navigation 3, and how to

• r8-analyzer

  Analyzes Android build files and R8 keep rules to identify redundancies,

• play-billing-library-version-upgrade

  Use this skill when upgrading or migrating an Android project from any

• edge-to-edge

  Use this skill to migrate your Jetpack Compose app to add adaptive edge-to-edge

• display-ai-glasses-with-jetpack-compose-glimmer

  Provides guidelines for developing projected applications for Android

• brand-guidelines

  Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

• canvas-design

  Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

• frontend-design

  Create distinctive, production-grade frontend interfaces with high design quality. Avoids generic AI aesthetics in favor of premium, modern UI.

• redis-development

  Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.

• supabase-postgres-best-practices

  Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

• theme-factory

  Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

• baseline-ui

  Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use when building UI components, reviewing CSS utilities, styling React views, or enforcing design consistency.

• fixing-accessibility

  Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.

• fixing-metadata

  Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding SEO metadata, fixing social share previews, reviewing Open Graph tags, setting up canonical URLs, or shippin

• fixing-motion-performance

  Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.

• vercel-react-best-practices

  Comprehensive performance and architecture optimization for React and Next.js. Use this for code reviews, refactoring, or building new components.

• web-design-guidelines

  Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

• context7-aware-coding

  Enforces use of Context7 MCP for all external library documentation. Prevents API hallucination by requiring real-time doc fetching before any external library call. Auto-triggered when external library usage is detected in code context.

• document-intake

  Normalize user-provided specs in any format into .ohc/doc-sources.md plus a traced plan. Triggers: from my docs, existing spec, external spec, /ohc-document-intake.

• explore-codebase

  Systematically understand an unfamiliar codebase or feature area. Outputs a populated .ohc/PROJECT.md with stack, architecture, conventions, entry points, and gotchas. Run at project start or when entering new feature territory.

• find-skills

  Helps users discover and install agent skills. Use this when the user asks "how do I do X", "find a skill for X", or wants to extend agent capabilities.

• finishing-a-branch

  Pre-merge checklist, changelog entry, PR description, and worktree cleanup. Ensures no debug code, all tests pass, documentation updated. Triggers on keyword "ship" or when SHIP workflow is active.

• ohc-coding-discipline

  Anti-overengineering rules. Use when writing, reviewing, or refactoring code. Enforces surgical changes, explicit assumptions, minimal scope, and verifiable success criteria. Extended from Karpathy guidelines for team AI workflows.

• pdf

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, ext

• ralph

  PRD-loop persistence mode: iterate BUILD until verifier passes or max blocked attempts. Triggers ralph keep going keywords and /ohc-ralph. Deactivate via stop ralph.

• requesting-code-review

  Senior-engineer code review: spec compliance first, then SOLID, security, performance, and code quality. Produces a structured P0-P3 severity report. Blocking issues (P0/P1) must be resolved before merge. Triggers on keyword "review" or when REVIEW workflow is active.

• retrospective

  Post-session learning loop. Compares plan vs actual, extracts novel patterns, updates USER.md and PROJECT.md, promotes draft skills. Run after any session >30 minutes. Triggers on keyword "retro" or auto-suggested by on-stop hook.

• seo-audit

  When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my traffic dropped," "lost rankings," "not showing up in Google," "s

• skill-creator

  Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better t

• subagent-driven-development

  Dispatch multiple specialized subagents to work in parallel on independent tasks using git worktrees to prevent conflicts. Use when a plan has 3+ independent tasks or total work >2h. Triggers when BUILD workflow runs a multi-task plan.

• systematic-debugging

  Hypothesis-driven debugging loop. Forces explicit hypothesis formation before any fix attempt. Prevents guess-and-check debugging. Use when investigating or fixing an observed bug, failing test, runtime error, broken behavior, or performance regression.

• test-driven-development

  RED-GREEN-REFACTOR discipline. Write failing test first, minimum code to pass, then refactor. Enforces verifier check before claiming any task done. Triggers on keyword "tdd" or when BUILD workflow is active.

• writing-plans

  Transform a goal into a precise executable task list saved to .ohc/plans/. Run before any task >30 minutes. Includes deep interview, approach selection, task decomposition with success criteria. Triggers on keyword "plan".

• writing-skills

  Meta-skill for creating new skills in oh-my-colab format. Use when RETRO identifies a pattern worth formalizing. Ensures correct folder structure, 200-line discipline, proper frontmatter, and token-efficient design.

Slash commands (16)

• /oh-my-colab:ohc-autopilot

  Chain PLAN + BUILD + REVIEW automatically. Pauses at plan for human OK.

• /oh-my-colab:ohc-book-study

  Book study coaching — mastery rubric, spaced repetition, chapter tracking (skill book-study)

• /oh-my-colab:ohc-build

  BUILD workflow: load plan → dispatch subagents → TDD enforcement → verify

• /oh-my-colab:ohc-caveman

  Enter persistent compressed communication mode

• /oh-my-colab:ohc-document-intake

  External document intake — normalize user-provided specs into .ohc/doc-sources.md and a traced plan (continues `/ohc-plan`).

• /oh-my-colab:ohc-explore

  EXPLORE workflow: read codebase, populate PROJECT.md with stack, conventions, gotchas

• /oh-my-colab:ohc-plan

  PLAN workflow: interview → brainstorm → write task plan to .ohc/plans/

• /oh-my-colab:ohc-ralph

  Activate ralph persistence mode — keep iterating until the task is done or max iterations reached

• /oh-my-colab:ohc-research

  Cross-session research cache. Inspect, search, prune, or verify cached library docs that the researcher agent fetched via Context7/Brave/GitHub.

• /oh-my-colab:ohc-retro

  RETRO workflow: session diff → extract patterns → update memory files → draft skills

• /oh-my-colab:ohc-review

  REVIEW workflow: spec compliance (pass 1) then code quality (pass 2)

• /oh-my-colab:ohc-setup

  Run interactive oh-my-colab onboarding: platforms, MCP, HUD

• /oh-my-colab:ohc-ship

  SHIP workflow: pre-merge check → changelog → PR description → clean worktrees

• /oh-my-colab:ohc-skill

  Manage skills: /ohc-skill list | promote <name> | draft <name>

• /oh-my-colab:ohc-start

  Intake router — classifies your request (new project / existing project / vibe) and dispatches the right workflow with the right skills, agents, and MCP servers.

• /oh-my-colab:ohc-team

  Spawn N parallel agent workers that run an internal five-stage pipeline (plan → prd → exec → verify → fix → merge). Usage: /ohc-team N:provider "task".

Subagents (12)

• advisor

  Pre-execution gap analysis and risk assessment agent. Reads plan files, PROJECT.md, and known gotchas to produce a risk surface report. Run before starting a major BUILD workflow.

• architect

  Design systems and write Architecture Decision Records. Use when the task needs structural decisions, ADRs, or component/data-flow diagrams. Hands to planner after user confirms design.

• collaborator

  Enable seamless handoffs between developers and sessions. Use when handing off work, picking up someone else's work, or needing a session context summary. Writes updated notepad.md and commits it.

• debugger

  Find root cause using hypothesis-driven investigation. Use when something is broken, failing, or behaving unexpectedly. Never guesses — always hypothesizes then tests. Hands to executor with confirmed root cause.

• executor

  Write code following the active plan. Use after the PLAN gate clears, for any implement/build/code task in .ohc/plans/. Hands off to verifier when done.

• librarian

  Read large files or directories into subagent context and return structured summaries with exact line references. Use to prevent blowing out the main session context window when searching for specific implementations.

• orchestrator

  Intent router and task-dispatch center. Use FIRST for any non-trivial request when the lane is unclear — it classifies the request into one of three intake cases (new project, existing project, vibe coding), then dispatches the right workflow with the right skills, agents, and MCP servers. Reads .oh

• planner

  Transform ambiguous goals into precise executable task lists. Use when a task is >30min, has multiple tradeoffs, or has unclear requirements. Writes a plan to .ohc/plans/ and awaits user confirmation before handing to executor.

• researcher

  Fetch accurate current documentation and API signatures. Use before writing any code that calls external libraries. Cache-first — check .ohc/research/ before hitting Context7/Brave/GitHub. Persists every fetch for cross-session reuse.

• reviewer

  Two-pass code review — spec compliance then code quality. Use after verifier passes. Blocks shipping on critical issues, hands to executor for fixes or to writer for changelog.

• verifier

  Run tests and static quality checks (typecheck + lint) to verify task completion. Use after executor finishes a task. Reports exact pass/fail counts, hands back to executor on failure or to reviewer on pass.

• writer

  Write human-facing text artifacts — changelogs, PR descriptions, README updates. Use after reviewer passes. Terminal agent — does not hand off further.

MCP servers (6)

• context7

  runs: npx -y @upstash/context7-mcp

• github

  runs: npx -y @modelcontextprotocol/server-github

• brave-search

  runs: npx -y @modelcontextprotocol/server-brave-search

• playwright

  runs: npx -y @playwright/mcp

• firecrawl

  runs: npx -y firecrawl-mcp

• linear

  runs: npx -y mcp-remote https://mcp.linear.app/mcp

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