chore: import upstream snapshot with attribution
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---
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name: quality-streak-loop
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description: Runs realistic scenarios and fixes failures until the suite passes N times in a row with no regressions.
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category: evaluation
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interval: 20m
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stop-condition: The scenario suite passes N consecutive times (e.g. 5) with zero failures.
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components: [agent:performance-testing/test-automator, hook:testing/test-runner, command:testing/test-quality-analyzer]
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tags: [evaluation, reliability, testing, loop]
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---
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# Quality Streak Loop
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> **Loop Engineering** — don't trust a single green run. Require a *streak* of clean passes to prove stability before stopping.
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## 🎯 Goal
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Exercise the product with realistic scenarios, fix every failure, and keep going until the suite passes N consecutive times — catching flakiness and intermittent bugs.
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## ⏱️ Schedule
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Suggested interval: `20m`.
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## ▶️ Run it
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```
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/loop 20m "Run the realistic scenario suite. Fix any failure you find, including flaky ones. Reset the streak counter on any failure. Continue until the suite passes 5 times in a row."
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```
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## 🔁 Iteration steps
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1. **Perceive** — run the scenario suite via the `test-runner` hook.
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2. **Reason** — analyze failures (real bug vs flake) with `/test-quality-analyzer`.
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3. **Plan** — fix the failure and harden the test.
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4. **Act** — implement the fix with `test-automator`; reset the streak on any failure.
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5. **Observe** — repeat; only stop after N consecutive clean runs.
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## 🛑 Stopping condition
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N consecutive passes (default 5) with zero failures or flakes.
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## 🧩 Referenced components
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- `agent:performance-testing/test-automator` — fixes and hardens tests.
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- `hook:testing/test-runner` — auto-runs the suite.
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- `command:testing/test-quality-analyzer` — distinguishes real bugs from flakes.
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## 💡 Example
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The suite passes 4 times then a timing-dependent test flakes; the loop stabilizes it with a deterministic clock and restarts the streak until it hits 5 clean.
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