Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns

Execute enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, review pending tasks, and start autonomous execution mode. use this skill when the user asks to create a new develo... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Reviews contracts from a freelancer's perspective across 14 evaluation lenses including misclassification risk, IP ownership, payment terms, kill fees, and non-compete scope. Use when a freelancer or independent contractor needs to evaluate a client agreement. Trigger with "/freelancer-review" or "review this contract as a freelancer".

Test skill for E2E validation. Trigger with "run test skill" or "execute test". Use this skill when testing skill activation and tool permissions.

Parses and summarizes log files. Extracts errors, warnings, patterns, and insights from server logs and debug output. Triggers: analyze logs, parse log file, error summary, log analysis, debug logs.

The third-wave coffee terminal — every elite roaster, every YouTube creator review, your brews, and the God cup. Trigger phrases: `did hoffmann review this bag`, `any new ethiopian naturals`, `the god cup`, `find a bean like the one I loved`, `show me my flavor wheel`, `what flavors do I actually like`, `recommend a bag for my friend`, `use coffee-goat`, `run coffee-goat`.

Fix common cron job failures in Clawdbot/Moltbot - message delivery issues, tool timeouts, timezone bugs, and model fallback problems.

Comprehensive debugging specialist for errors, test failures, log analysis, and system problems. Use when encountering issues, analyzing error logs, investigating system anomalies, debugging production issues, analyzing stack traces, or identifying root causes. Combines general debugging workflows with error pattern detection and log analysis.

Test-driven development workflow with test generation, coverage analysis, and multi-framework support

Legal contract analysis using CUAD dataset (41 risk categories). Supports NDA, SaaS, M&A, employment, payment/merchant, and finder/broker agreements. Identifies red flags, suggests redlines, compares to market standards.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

This skill should be used when the user asks to "create a PR", "open a pull request", "merge changes", "set up a git/PR workflow", or "request review" — creating, managing, and merging pull requests linked to Jira issues.

This skill should be used when the user asks to "create a PR", "open a pull request", "merge changes", "set up a git/PR workflow", or "request review" — creating, managing, and merging pull requests linked to Jira issues.

Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, macOS-specific APIs, and iOS 26+ Liquid Glass adoption. Use when building new SwiftUI features, refactoring existing views, reviewing code quality, or adopting modern SwiftUI patterns.

Legal due diligence review for seed-stage and Series A startups (US, Delaware C-Corp focus). Supports both investor and founder perspectives. Capabilities include: (1) Interactive document review and issue spotting; (2) Document request list generation; (3) Cap table and SAFE/convertible note analysis; (4) Red flag identification with severity ratings; (5) Diligence report generation. TRIGGERS: due diligence, DD, startup investment, cap table review, Series A, seed round, investor diligence, legal review startup, SAFE analysis, convertible note, 409A, founder vesting.

This skill should be used when the user asks to "generate interview questions", "prepare for interview", "optimize resume", "conduct mock interview", "analyze git commits for resume", "generate resume from code", "review my resume", or mentions interview preparation, career assistance, or extracting project experience from git history. Provides comprehensive interview and career development guidance for both job seekers and interviewers.

Fast headless browser for QA testing and site dogfooding. Navigate pages, interact with elements, verify state, diff before/after, take annotated screenshots, test responsive layouts, forms, uploads, dialogs, and capture bug evidence. Use when asked to open or test a site, verify a deployment, dogfood a user flow, or file a bug with screenshots. (gstack)

Use when creating, migrating, or optimizing skills for this alicloud-skills repository. Use whenever users ask to add a new skill, import an external skill, refactor skill structure, improve trigger descriptions, add smoke tests under tests/**, or benchmark skill quality before merge.

BMad Autonomous Development — orchestrates parallel story implementation pipelines. Builds a dependency graph, updates PR status from GitHub, picks stories from the backlog, and runs each through create → dev → review → PR in parallel — each story isolated in its own git worktree — using dedicated subagents with fresh context windows. Loops through the entire sprint plan in batches, with optional epic retrospective. Use when the user says "run BAD", "start autonomous development", "automate the sprint", "run the pipeline", "kick off the sprint", or "start the dev pipeline". Run /bad setup or /bad configure to install and configure the module.

Creates new skills, modifies and improves existing skills, and measures skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

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 triggering accuracy.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy. Make sure to use this skill whenever the user mentions creating, building, designing, or improving skills, even if they don't explicitly say "skill-creator".

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy. Make sure to use this skill whenever the user mentions creating, building, designing, or improving skills, even if they don't explicitly say "skill-creator".

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

Create high-quality ToolUniverse skills following test-driven, implementation-agnostic methodology.

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 triggering accuracy.

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 triggering accuracy.

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 triggering accuracy.

Terminal-first JTBD engine for founders and product people. Interview fast, kill jargon, capture real switching forces (Push/Pull/Habit/Anxiety), score opportunities, and export structured artifacts (JSON + one-pager + messaging angles + GTM brief). Use when the user says "help me figure out what to build", "analyze these customer reviews", "what are people actually hiring this for", "I need messaging for my product", "turn this interview into insights", "what should I prioritize", or any variation of articulating what a project does, why it matters, who it's for, or converting interview/review/transcript signal into a decision-grade brief. Also triggers on "describe my project", "JTBD", "jobs to be done", "switching forces", or "mine these reviews".

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 triggering accuracy.

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 triggering accuracy.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update 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 triggering accuracy.

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 triggering accuracy.

Review closed trades, partial exits, and monthly trade aggregates for process adherence, risk discipline, execution quality, and evidence-based trading behavior patterns. Use after trader-memory-core and signal-postmortem have produced records, or when the user asks for a post-trade coach, risk-manager style review, rule-adherence review, next-session operating rules, or psychology-aware trading behavior feedback. This skill does not provide buy/sell advice, therapy, or broker execution.

Full-repository code sweep. Scans every file with Warden, verifies findings through deep tracing, creates draft PRs for validated issues. Use when asked to "sweep the repo", "scan everything", "find all bugs", "full codebase review", "batch code analysis", or run Warden across the entire repository.

Orchestrate SDD v3.2 workflows across 8 layers (BRD→PRD→EARS→BDD→ADR→SPEC→TDD→IPLAN) using 15 specialized review personas dispatched as parallel subagents.

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 triggering accuracy.

Fast headless browser for QA testing and site dogfooding. (gstack)

Live-device iOS QA for SwiftUI apps. (gstack)

Browser automation and scraping with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

This skill should be used when the user asks to "research code", "how does X work", "where is Y defined", "who calls Z", "trace code flow", "find usages", "review a PR", "explore this library", "understand the codebase", or needs deep code exploration. Handles both local codebase analysis (with LSP semantic navigation) and external GitHub/npm research using Octocode tools.

System-engineering skill for codebase understanding, bug investigation, refactors, PR safety, architecture review, and RFC validation. Enforces Clean Architecture and Clean Code with AST, LSP, and scanner evidence. Produces a flows / boundaries / architecture-health artifact with file:line citations before recommending action.

Behave as a Senior QA Engineer covering the complete software testing lifecycle from requirements analysis through test automation and continuous improvement. Always orchestrate available skills to determine the best approach before executing tasks.

AUTHORITATIVE REFERENCE for WebWorks Reverb 2.0 output. Use when testing Reverb output in browser, analyzing CSH links, customizing SCSS themes, inspecting url_maps.xml, or generating test reports.

Systematic testing of code variations, edge cases, boundary conditions, and alternative implementations. This skill provides methodologies and tools for exhaustive testing including input permutation, code path analysis, mutation testing, and implementation alternatives. Use when ensuring code robustness through comprehensive test coverage or when exploring edge cases and boundary conditions.

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

QA team for outside-in validation, side-by-side parity loops, and A/B behavioral comparison. Use when you need behavior-driven tests, legacy-vs-new comparison, or rollout shadow validation. Creates executable scenarios and parity workflows that agents can observe, compare, and iterate on. Supports local, observable tmux, remote SSH, and shadow-mode divergence logging patterns.

Exclusive morning and evening briefing skill for listed company chairmen. Provides daily briefings from an executive decision-making perspective, covering stock price movements, industry policy updates, competitor intelligence, capital market sentiment, and regulatory announcement alerts. Morning briefings focus on pre-market outlook and risk warnings; evening briefings emphasize post-market review and next-day strategies. Data aggregated from multiple QVeris sources.

Analyze Go test files (*_test.go) for quality issues, anti-patterns, and code smells. This is a Go-specific tool that checks for external dependencies, complexity, flaky patterns, and testing anti-patterns. Use when users ask to check Go test quality, analyze Go tests for issues, find test anti-patterns in Go code, find flaky Go tests, or improve Go test reliability.

Idiomatic Go: interfaces, error handling, concurrency, testing, package layout, and debugging. Use when user pastes Go code, asks 'is this idiomatic', 'should this be an interface', 'how should I structure this', writes/reviews goroutines, channels, select, sync.* primitives or errgroup, designs error returns (fmt.Errorf, errors.Is/As/Join, panic/recover, sentinels, custom error types), writes _test.go files (table-driven, subtests, t.Parallel/Helper/Cleanup, testify, mocks, fuzzing), debugs Go test failures, races, deadlocks, panics, or stack traces, organizes packages (naming, internal/, layout), or asks any open Go question that doesn't fit a more specific child skill. SKIP for Go performance/profiling work — use go-profiling-optimization instead.

Investigate a cluster of GitHub issues and PRs, determine canonical candidates, post duplicate/related status, preserve contributor credit, and execute cleanup actions. Supports autonomous mode for provided-link-only closeout, merge/fix follow-through, changelog, and post-merge issue/PR cleanup.

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.

Meta-skill plugin that generates /atlas skills for any repository, providing AI-optimized codebase navigation plus spec-driven development workflows. Use when the user needs to understand a codebase structure, generate navigation aids, create implementation specs, or review code against documented patterns.

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.

Fix confirmed bugs from user reports, runtime failures, failing tests, or verified `/find-bugs` findings. Reproduce the bug first, diagnose the real root cause, apply the smallest correct fix, verify against regressions, and report exactly what changed. Loads framework-specific references and category-specific playbooks as needed. Use when the user says "fix this bug", "fix the findings", "/bugfix", or asks to repair a confirmed defect.

Use this skill whenever the user wants trading strategy advice, trade recommendations, portfolio guidance, or prediction market analysis that leads to actionable trades. Triggers: "trading strategy", "trade recommendation", "should I buy", "should I sell", "what to trade", "portfolio advice", "prediction market strategy", "position sizing", "Kelly criterion", "risk management", "entry criteria", "exit criteria", "market edge", "expected value", "when to trade", "stop trading", "drawdown", "strategy review", "daily review", "performance analysis", "paper trading strategy", "which markets", "best opportunities".

This skill should be used when the user asks to learn, practice, or be tested on coding interview problems (LeetCode, NeetCode, DSA), ML implementations, or data structures and algorithms. Common triggers include "teach me", "explain this problem", "walk me through", "help me understand", "how to solve", "how does [data structure] work", "coding interview", "implement [algorithm/optimizer/layer]", or providing a leetcode.com or neetcode.io URL. It also handles recall testing and mock interview modes when the user says "quiz me", "test my recall", "mock interview", or "drill me on". It acts as a Socratic teacher that guides through structured problem breakdowns with progressive hints rather than direct answers. It also supports "aha mode" for getting the optimal solution immediately without Socratic scaffolding.

Agile development workflow for AI coding agents. Use for GitHub issue planning, feature specifications, implementation from issues, validation checks, PR review, research, epic planning, or when the user mentions DevFlow commands such as /devflow:feat, /devflow:dev, /devflow:check, /devflow:review-pr, /devflow:research, or /devflow:epic.

Portable staff-level Rails code review workflow for any Rails project: local changes, branch diffs, pull requests, Rails architecture, Rails conventions, and maintainability reviews. Use this whenever the user asks to review Rails code or Rails application changes. If the review target is not explicit, ask whether to review local changes, this branch against main, or a pull request before proceeding.

Extract and generate coding best practices from PR review comments. Use when the user asks to "extract best practices", "analyze PR comments", "generate coding standards", "create best practices from PRs", or "update coding guidelines from reviews".

Golang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU efficiency, memory layout, GC tuning, pooling, caching, and hot-path optimization. Use when profiling or benchmarks have identified a bottleneck and you need the right optimization pattern to fix it. Also use when performing performance code review to suggest improvements or benchmarks that could help identify quick performance gains. Not for measurement methodology (→ See `samber/cc-skills-golang@golang-benchmark` skill) or debugging workflow (→ See `samber/cc-skills-golang@golang-troubleshooting` skill).

Debug Python scripts with PyCharm-like capabilities: breakpoints, stepping, variable inspection, and stack navigation. Use this skill when: - User wants to debug a Python script ("debug this script", "help me debug") - User wants to set breakpoints ("set a breakpoint at line X", "break on exception") - User wants to step through code ("step through the code", "trace execution") - User wants to inspect variables ("what's the value of X", "inspect this variable", "show locals") - User wants to understand a crash ("why is this crashing", "find this bug") - User wants to see the call stack ("show the call stack", "how did we get here") - User is troubleshooting Python code behavior

Search past Claude sessions for context. Use when asked "where did we leave off?", "what did we discuss about X?", "find a previous conversation", or when needing context from earlier work across machines. Also use for time-based queries like "what did I work on today/yesterday/this week/this morning?", "what happened on Monday?", "show me everything from last Tuesday", "give me a standup summary", or any request to review work across a time period or across projects.

Master deep work productivity through the three types of work framework (Building, Maintenance, Recovery). Use when user needs to: (1) Build a sustainable deep work routine with just 1 hour/day, (2) Create vision/anti-vision for life direction, (3) Structure goals using the 10-year → 1-year → 1-month → 1-week hierarchy, (4) Apply project-based learning to bridge skill gaps, (5) Identify lever-moving tasks that actually progress goals, (6) Balance focus work with necessary recovery for creativity.

Dispatch background AI worker agents to execute tasks via checklist-based plans. Use when the user says 'dispatch' to delegate work to background agents, e.g. 'dispatch sonnet to review this', 'dispatch opus to fix the bug', 'dispatch a worker to research X'.

Submit, amend, and review Gerrit changes using git-review CLI. Use when asked to submit a patchset, download a change, rebase a change request, check CR status, or manage code reviews in Gerrit.

Use this skill to interactively debug Antithesis test runs using the multiverse debugger (MVD session). Open a debugging-session URL, inspect container filesystems and runtime state, run shell commands, and extract evidence from inside the Antithesis environment. Supports both the simplified debugger (default) and the advanced notebook mode.

Create, repair, maintain, and consolidate skills. This skill should be used when users want to create new skills, fix broken skills that won't load, diagnose skill system issues, maintain skill health, or consolidate duplicate/obsolete skills. Automatically detects and repairs common skill loading problems including missing registry entries, metadata format issues, and structural problems. Provides comprehensive skill ecosystem management including duplicate detection, merge workflows, and archival processes.

Meta skill that applies ALL skills into sandboxes in dependency order, validates the full composition, fixes errors in the skill markdowns, and ports fixes back to skills/. Use this skill when you need to test all skills together, validate skill composition, run integration tests across skills, test dependency ordering, or verify that skills work when layered on top of each other.

Use this skill when the user writes/edits components, asks to "fix accessibility issues", "add ARIA labels", "improve accessibility", "check WCAG compliance", "remediate a11y violations", mentions "screen reader support", "keyboard navigation", or wants AI-powered accessibility fixes with one-click application. Automatically analyzes components for a11y issues and suggests context-aware fixes. Trigger on PostToolUse hook or explicit request.

Professional quantitative investment analysis system based on TradingView data. Provides intelligent stock screening, technical pattern recognition, market review, risk management, and event-driven analysis with multi-factor scoring and trading strategies.

Generate optimized Apple App Store metadata recommendations with ASO best practices. Use this skill when analyzing app listings, optimizing metadata (title, subtitle, description, keywords), performing competitive analysis, or validating App Store listing requirements. Triggers on queries about App Store optimization, metadata review, or screenshot strategy.

Build professional native iPhone apps in Swift with SwiftUI and UIKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode. Targets iOS 26 with iOS 18 compatibility.

Build professional native macOS apps in Swift with SwiftUI and AppKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode.

Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior; planning migrations; or troubleshooting replication and connection issues. Load when using a MySQL database.

Decompose a single-feature specification into a linear, phase-by-phase implementation plan. Use this for medium-complexity work — single feature, one or two components — where transparent human-in-the-loop phase review is preferred over factory automation.

Writes and fixes tests at the right layer (unit, integration, E2E) for any framework. Use when the user says "write tests", "add tests", "TDD", "test coverage", "this test is failing", or mentions Jest/Vitest/pytest/RSpec/ Playwright/Cypress. Also use proactively when the user implements a feature without tests — good coverage is part of the work, not an afterthought.

View and manage inline GitHub PR review comments with full thread context from the terminal

Universal polyglot linting and per-project config management. Use when you need to lint files, understand tool selection logic, invoke linting from commands/agents, or manage mr-sparkle config.

Open Source License guidance, selection, compliance review, and drafting. Use this skill when users ask about choosing open source licenses, checking license compatibility, reviewing projects for OSS compliance, generating LICENSE/NOTICE files, or understanding specific license terms. Triggers include questions about MIT, Apache, GPL, BSD, LGPL, AGPL, copyleft, permissive licenses, license compatibility, SPDX identifiers, or any OSS licensing topic.

Creates unit test YAML definitions that mock upstream model inputs and validate expected outputs. Use when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt.

This skill should be used when the user reports a bug, describes unexpected behavior, says something is "broken", "not working", "failing", mentions an "error", "issue", or "problem" in code, or asks to "fix" something. Enforces test-driven bug fixing workflow.

Conducts a comprehensive multi-perspective architecture review using ALL architecture team members. Use when the user requests "Start architecture review", "Full architecture review", "Review architecture for version X.Y.Z", "Conduct comprehensive review", or when they want assessment from multiple perspectives. Do NOT use for single-specialist reviews (use specialist-review instead) or for status checks (use architecture-status instead).

End-to-end autopilot for driving a captured feature from idea.md through to merged PR. Chains feature-plan, feature-review-plan, feature-implement, feature-review-impl, and feature-ship with reviewer gates between phases. Auto-advances on PASS/CONDITIONAL PASS, pauses on FAIL. Use when the user says "ship feature X", "autopilot X", "drive X end-to-end", or hands over a feature ID with intent to complete it.

Complete development workflow suite from Y Combinator CEO Garry Tan's gstack. Use /gstack or any gstack command (/office-hours, /review, /ship, etc.) to access specialized workflows for product ideation, code review, testing, QA, and deployment. Automatically routes to the appropriate specialized skill.

Unified scope lifecycle. Auto-detects operation from argument or presents selection menu. Routes to create, review, update, done, or list.

This skill should be used when the user is working with Swift or SwiftUI, asks to "write SwiftUI code", "create iOS app", "fix SwiftUI view", "help with Swift", "SwiftUI architecture", "iOS development", or needs expert-level Swift/SwiftUI guidance with modern patterns and best practices.

Use when the user wants to build or think through a strategy via guided conversation — for a company, product, team, career, or initiative. Triggers on "help me figure out our direction", "what should we focus on", strategic planning, competitive positioning, go-to-market strategy. Also catches indirect requests like prioritization struggles or "we have too many priorities". Does NOT review existing strategy documents (use strategy-review) or brainstorm project features (use brainstorm-beagle).

Apply systematic debugging methodology using medical differential diagnosis principles. Trigger when AI modifies working code and anomalies occur, or when users report unexpected test results or execution failures. Use observation without preconception, fact isolation, differential diagnosis lists, deductive exclusion, experimental verification, precise fixes, and prevention mechanisms.

Bug investigation and fix workflow. Triggers: 'debug', 'fix bug', 'investigate issue', 'something is broken', or /debug. Hotfix track for quick fixes, thorough track for root cause analysis. Do NOT use for feature development or refactoring. Do NOT escalate to /ideate unless the fix requires architectural redesign.

Universal Odoo development skill based on strict OCA standards, covering versions 14-19. Includes agents for code review, upgrade analysis, and pattern discovery.

Automate browser interactions, test web pages and work with Playwright tests.

E2E testing and browser automation with qa-use CLI. Use when the user needs to run tests, verify features, automate browser interactions, or debug test failures.

Review, write, and refactor ReactLynx code using dual-thread, lifecycle, main-thread script, code-splitting, and profiling best practices.