Record + replay an interactive guided demo overlay on the live app — self-advancing walkthrough, labelled gesture affordances. 瀏覽器互動導覽。 Use when: demo a feature, create walkthrough, run walkthrough tool, guided product tour, replay a flow, show what was built, onboarding tour, step-by-step demo overlay.
Adversarial cooperation loop for code quality verification with plan adjustment at each phase. 對抗協作循環:實施者與驗證者互相制衡,逐階調整計劃,確保代碼品質。 Use when: execute dart task, run quality pipeline, adversarial review, implement with verification
Search + synthesize prior agent session history. Claude Code primary (~/.claude/projects/); Codex/Cursor secondary. Discover -> branch/keyword filter -> extract skeleton/errors -> session-historian subagent. Use when: what was tried, prior attempts, past decisions, recent work, why approach abandoned, cross-session context, even without saying 'sessions'.
Canonical verdict-only return schema for adversarial reviewer subagents. Reviewers emit compact ≤30-line verdict block; main loop parses verdict + blockers only. Use when: authoring or updating reviewer agent, building verdict consumer, debugging reviewer report parsing.
Diagnose + configure compound-engineering env — CLI deps, plugin version, repo-local config. Guided install for missing tools, gitignore + config bootstrap. Use when: troubleshoot missing tools, verify CE setup, onboard repo, refresh config template, /ce-setup re-check. Skip: unrelated to compound-engineering tooling.
Resolve review feedback by evaluating validity and fixing issues in parallel. Pre-commit-first. Use when: applying review feedback from local reviewer agent output, resolving pre-commit review findings, working through code-review agent suggestions, addressing reviewer-flagged issues before commit. Also: PR comments via gh as secondary path. 解決審查回饋:本地審查代理輸出優先,PR次之。
Multi-source research recipe via caveman-mcp — gather URLs/PDFs/PRs in parallel, compress each, synthesize with provenance. Pairs with knowledge-hygiene for conflict detection. 多源研究:並行採集、壓縮、含出處合成。 Use when: research topic across sources, prep literature review, ingest reading list, build evidence pack, multi-source synthesis with citations
"Start Ralph Wiggum adversarial cooperation loop on dartboard with plan adjustment. 在看板上啟動Ralph Wiggum對抗合作循環,含計劃調整。 Use when: start execution loop, run dartboard tasks, begin adversarial loop, automate task execution, process task queue"