Catch the accessibility failures that ship in almost every AI-built UI. Use after building any interactive component.
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Before picking new work, smoke-test the last "completed" feature. If it's broken, revert and re-open it before touching anything else. Kills the "looks shipped, isn't shipped" bug across sessions.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Across shift-notes-driven sessions (see shift-notes), agents will sometimes mark a feature complete after unit tests pass — even when the feature is end-to-end broken. The next session opens the repo, sees a green git log, and builds on top of a broken foundation. By the time anyone notices, three features are stacked on the crack.
The check: before picking new work, exercise the most recently "completed" feature end-to-end. If it fails, treat it as your only job this session.
steps field on the feature, or the acceptance criteria in the spec.git revert the commit that claimed completion (do not force-push).not-done in the feature list.Do not pick new work on top of a broken previous feature. Ever.
The check must exercise the path the user actually takes. Anything less is theater.
| Feature shape | Valid check | Invalid check |
|---|---|---|
| Web UI button | Puppeteer/Playwright click → observe DOM | expect(handler).toHaveBeenCalled() |
| HTTP endpoint | curl the route → check status + body | Unit test on the handler function |
| CLI flag | Invoke the binary with the flag → observe output | Import the parser, assert on the AST |
| Background job | Trigger it → wait → assert side effect | Assert the job function returns |
The check is 30-90 seconds per session in a healthy project. In a project that's about to go sideways, it saves hours. The dropout in premature-completion rate is roughly 4x when the check is enforced vs. not (measured in shift-work-style agent runs).
shift-notes — the ledger the check reads and writes.adversarial-verify — run this on the current session's diff before claiming done, so the next session doesn't have to broken-window you.verification-before-completion — the general form of "don't claim without evidence".If every session enforces the check, the compounding-error mode of shift-work agents stops compounding.
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Catch the accessibility failures that ship in almost every AI-built UI. Use after building any interactive component.
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Before compaction Loopkit extracts decisions into claude-decisions.json (machine-readable). Read it alongside claude-progress.txt at session start — prose is for humans, JSON is for the loop.
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Review a diff against the goal spec assuming the code is BROKEN. The reviewer that lives in the maker's head always agrees with itself — this pulls review into a hostile, separate pass. Invoke after every code change before marking work done.
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Verify that an endpoint checks ownership, not just authentication. Use on any handler that reads or mutates user data.
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Find the exact commit that introduced a bug. Use when something worked before and broke, and you don't know which change did it.
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Turn a set of commits or a diff into a clean, user-facing changelog entry. Use before a release or PR description.
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