brainstorm-with-file
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.
Lightweight execution engine - multi-mode input, task grouping, batch execution, chain to test-review
Chain-loaded test-fix pipeline. 5-phase test generation and iterative execution.
Chain-loaded investigation. 5-phase Iron Law methodology with root cause gate.
Post-execution test review and fix - chain from lite-execute or standalone. Reviews implementation against plan, runs tests, auto-fixes failures.
Unified TDD workflow skill combining 6-phase TDD planning with Red-Green-Refactor task chain generation, and 4-phase TDD verification with compliance reporting. Triggers on "workflow-tdd-plan", "workflow-tdd-verify".
Initialize project-level state and configure specs via interactive questionnaire.
This skill should be used when the user asks to "create a math animation", "animate a mathematical concept", "generate Manim code", "visualize [topic] with animation", "explain [concept] visually", "create an educational video", "build a Manim scene", or mentions "reverse knowledge tree", "prerequisite discovery", or "verbose prompt generation". Provides a complete six-agent workflow for transforming any concept into professional Manim animations through recursive prerequisite discovery.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.
帮助用户在 uni-app、taro、uni-app x 与原生小程序项目中接入和排障 weapp-tailwindcss。Use when 用户提到 weapp-tailwindcss、小程序 Tailwind 不生效、rpx 任意值、JS 字符串 class、space-y/space-x、weapp-tw patch、content/@source、twMerge/cva/tv。
Fetch dependency source code to give AI agents deeper implementation context. Use when the agent needs to understand how a library works internally, read source code for a package, fetch implementation details for a dependency, or explore how an npm/PyPI/crates.io package is built. Triggers include "fetch source for", "read the source of", "how does X work internally", "get the implementation of", "opensrc path", or any task requiring access to dependency source code beyond types and docs.
Manages cherry-pick backports across stable release branches. Discovers candidates from Slack/git, analyzes dependencies, resolves conflicts via worktree, and logs results. Use when asked to backport, cherry-pick to stable, manage release branches, do stable branch maintenance, or run a backport session.
Creates a PR to regenerate Playwright screenshot expectations. Use when screenshot tests are failing on main or PRs due to stale golden images. Triggers on: regen screenshots, regenerate screenshots, update expectations, fix screenshot tests.
Diagnoses and fixes flaky Playwright e2e tests by replacing race-prone patterns with retry-safe alternatives. Use when triaging CI flakes, hardening spec files, fixing timing races, or asked to stabilize browser tests. Triggers on: flaky, flake, harden, stabilize, race condition in e2e, intermittent failure.
Bug fix workflow that proves test validity with a red-then-green CI sequence. Commits a failing test first (CI red), then the minimal fix (CI green). Use when fixing a bug, writing a regression test, or when asked to prove a fix works.
AI-powered financial analysis suite. Generates executive CFO briefings from QuickBooks exports (P&L, Balance Sheet, General Ledger, Cash Flow, etc.) with anomaly detection, burn rate, runway analysis, and scenario modeling. Also estimates codebase development costs with organizational overhead and AI ROI analysis. Triggers on: 'CFO briefing', 'financial analysis', 'cost briefing', 'expense review', 'runway analysis', 'burn rate', 'cost estimate', 'how much would this cost to build', 'development cost', 'Claude ROI'.