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This skill scopes and researches a single new task to insert into an existing project's ROADMAP.md. It should be used when a developer identifies a gap in the roadmap during the do-task/checkpoint loop and needs to properly scope a new action item before implementing it. Triggered by requests like '/scope-task 2.5 Integrate Research into SPEC.md', '/scope-task 3.3 Add WebSocket support', or 'scope task 1.4 Set up CI pipeline'. Works alongside project-init (which creates the roadmap) and do-task (which implements tasks).
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Word Flow: Conduct in-depth word analysis and generate infographic cards in one go. It accepts one or more English words, runs ljg-word (which generates in-depth semantic analysis) and then ljg-card -i (which generates infographic PNGs). Use this when the user says '词卡', 'word card', 'word flow', or provides English words and wants both analysis and visual cards.
Framework-agnostic debouncing, throttling, rate limiting, queuing, and batching utilities.
dontbesilent Short Video Opening Optimization: Diagnose opening issues and generate optimization solutions. Triggers: /dbs-hook, /hook, "help me optimize the opening", "how to write the opening", "optimize my opening"
Generate clear, conventional commit messages from staged changes. Use when the user asks to commit or needs a commit message.
Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe Codex-driven fixes. Use when the user asks to "simplify code", "review changed code", "check for code reuse", "review code quality", "review efficiency", "simplify changes", "clean up code", "refactor changes", or "run simplify".
Structured prompts, vault templates, and autonomous research workflows for AI-assisted genealogy using Claude Code.
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.
Fetch, store, and visualize GitHub repository traffic data (views, clones, referrers, stars) with trend charts. Requires repo push access.
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.