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Coding Agents Credibility

Use Case

Rank people or sources for practical coding-agent workflow guidance.

View Signal Role

Minor. Views can indicate broad adoption, but code/review practice and shipped artifacts matter more.

Scoring Weights

| Signal | Weight |

| --- | ---: |

| `topic_fit` | 20 |

| `practitioner_depth` | 25 |

| `shipped_artifacts` | 20 |

| `official_or_primary_source` | 15 |

| `peer_recognition` | 10 |

| `production_scale` | 5 |

| `public_attention` | 5 |

Evaluation Fixtures

| Name | Score | Expected Min | Result |

| --- | ---: | ---: | --- |

| Kent C. Dodds | 88.75 | 82 | pass |

| Jason Liu | 89.25 | 82 | pass |

Policy Boundary

This policy scores credibility for one topic and use case. Do not reuse it for unrelated topics where public fame, domain credentials, implementation depth, or primary-source evidence should be weighted differently.

Change Rule

Change one policy file at a time, rerun python3 scripts/generate_synthesis_layers.py, and inspect credibility policy evals before applying new scores.