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Enhancing Determinism and Context Alignment in conductor:newTrack

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Assessment

Difficulty
5/5
Estimated time
Over a week
Newbie friendliness
25/100
Issue type
Feature
Clarity
Needs clarification
Activity status
Stale
Tech stack
python
Domain
ai, devtools

Research direction

The issue identifies conductor:newTrack as the entry point and describes generated spec.md and plan.md as the outputs. Review how this entry point uses the referenced API specifications, business logic definitions, and database schemas; done means the outputs consistently follow those sources and remain stable across repeated runs.

Written by the indexing model from the issue text.

Description

I am using conductor:newTrack to generate spec.md and plan.md. However, I have encountered two main challenges regarding the quality and consistency of the generated output:
1、Alignment with Existing Docs: I need the agent to strictly follow provided reference materials, such as API specifications (Swagger/OpenAPI), business logic definitions, and Database schemas (DDL). Currently, the generated spec.md sometimes deviates from these source-of-truth documents.
2、Output Variance (Stability): With the same input prompt and reference files, the generated spec.md and plan.md vary significantly across different runs. This lack of idempotency makes it difficult to maintain a stable development track.

Current Environment
gemini-cli: 0.33.1
conductor: 0.4.1

Dominant language
Python
Stars
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Forks
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Avg merge
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Merged PRs (30d)
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