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Claude CodeCursor

Coverage Until Threshold

Add focused tests until coverage meets your threshold (e.g. 80%), without changing production behavior unnecessarily.

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Use loop copies the kickoff. Share copies the loop link. Open in Cursor / Claude Code only pre-fill that prompt — they do not install hook files. Download loop saves a README and kickoff into .cursor/loops/coverage-until-threshold/ — no hooks required. How it works

Guardrails
Hardened
Anti-gaming rules
Rules the agent must follow so it cannot cheat the exit condition.
  • Do not modify the check command or exit criteria to force success
  • Do not skip, disable, or bypass checks to pass the exit condition
  • If stuck after several iterations, stop and report blockers instead of gaming metrics
  • Do not weaken, delete, or skip tests to make the suite pass
  • Do not replace real assertions with trivial always-pass tests
  • Prefer fixing production code over patching tests to go green
How to run this loop
Prompt only
Run “Coverage Until Threshold” in your agent
Deeplinks and “Open in Cursor” only paste the kickoff prompt. They do not install hook files — your agent cannot tell whether files are on disk until you add them yourself.

Two separate pieces

  • Kickoff prompt — tells the agent the goal, check command, exit condition, and how to self-pace between passes.
  1. 1

    Copy or open the kickoff prompt

    Click Use loop to copy the kickoff into your clipboard. Open in Cursor and Open in Claude Code only open the agent with that prompt — they do not configure automation for you.

  2. 2

    Paste into your coding agent

    Start a chat in Cursor, Claude Code, Codex, or any agent. Paste the kickoff. The prompt includes the goal, iteration limit, shell check, and first step.

  3. 3

    Agent self-paces until done

    The agent runs the loop: act → run check command → read output → repeat until the exit condition is met or max iterations is reached. No install step is required for prompt-only loops.

Full guide with Cursor /loop notes: How to install loops

manual trigger
Testing
Manual start
Measure coverage
Add tests
Re-measure
Coverage threshold met and all tests pass
Rendering diagram…
Steps
What the agent does on each pass.

1. Measure coverage

Run tests with coverage reporting enabled.

npm test -- --coverage

2. Add tests

Write the smallest tests needed to cover uncovered branches. No snapshot spam or trivial asserts.

3. Re-measure

Re-run coverage and confirm threshold is met.

npm test -- --coverage
Kickoff prompt
Copy this into your coding agent to start the loop.
Start the "Coverage Until Threshold" loop.

Goal: coverage meets the target threshold (default 80%) with all tests passing
Max iterations: 12
Between iterations run: npm test -- --coverage
Exit when: coverage threshold is met and tests exit 0

Step 1: Run coverage. Add focused tests for the biggest uncovered gaps, then repeat.

Self-pace this loop. After each iteration, run the check command, read the output, and only continue if the exit condition is not met. Stop when the exit condition passes or max iterations is reached. Give a short status update each pass.

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