Back to list
meta-pytorch

implement

by meta-pytorch

An interface library for RL post training with environments.

1,076🍴 168📅 Jan 23, 2026

SKILL.md


name: implement description: Make tests pass. Invoke after /write-tests produces failing tests. context: fork agent: implementer

/implement

Make failing tests pass with minimal code.

Usage

/implement

The implementer will automatically find failing tests from the most recent /write-tests run.

When to Use

  • After /write-tests has created failing tests
  • When you have specific tests that need implementation
  • Never before tests exist

When NOT to Use

  • No failing tests exist (run /write-tests first)
  • You want to add features not covered by tests
  • You want to refactor (use /simplify instead)

What It Does

  1. Finds the failing tests from /write-tests
  2. Reads tests to understand requirements
  3. Writes the minimum code to make tests pass
  4. Runs tests after each change
  5. Stops when ALL tests pass

Output

The implementer agent will produce:

## Implementation Complete

### Tests Passed
- `test_client_reset_returns_observation` ✓
- `test_client_step_advances_state` ✓
- `test_client_handles_invalid_action` ✓

### Changes Made
| File | Change |
|------|--------|
| `src/openenv/core/client.py` | Added `reset()` method |
| `src/openenv/core/client.py` | Added `step()` method |
| `src/openenv/core/client.py` | Added input validation |

### Verification

PYTHONPATH=src:envs uv run pytest tests/test_client.py -v All 3 tests passed


### Next Steps
- Mark todo as complete
- Consider `/simplify` if change was large
- Move to next pending todo

Rules

  1. Read the failing tests first to understand exactly what's needed
  2. Write the MINIMUM code needed to pass tests
  3. Run tests after each change to verify progress
  4. Do NOT add extra features not covered by tests
  5. Do NOT refactor existing code (that's /simplify's job)
  6. Stop when all tests pass

Anti-patterns (NEVER do these)

  • Adding features not covered by tests
  • Refactoring existing code
  • Writing additional tests (that's /write-tests's job)
  • Over-engineering solutions
  • Adding comments or documentation beyond what's necessary
  • "Improving" code that already works

Completion Criteria

Before returning, verify:

  1. ALL tests pass
  2. No new test failures introduced
  3. Implementation is minimal and focused

Philosophy

The implementer is a "code machine" - it takes test specifications and produces the minimal code to satisfy them. This keeps implementations focused and prevents scope creep.

Think of it as TDD's second phase: Red → Green → Refactor. You are "Green" - make tests pass, nothing more.

Score

Total Score

75/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

0/10
人気

GitHub Stars 1000以上

+15
最近の活動

3ヶ月以内に更新

+5
フォーク

10回以上フォークされている

+5
Issue管理

オープンIssueが50未満

0/5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

0/5

Reviews

💬

Reviews coming soon