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Epic: decomposer — turn a brief into a project plan contributors can execute accurately #10092

Description

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Problem

The bottleneck in agent-executed development is not writing code, it is deciding what to
build. An agent executes a well-formed scoped issue reliably and produces churn against a
vague one. Today the decomposition step — brief in, milestones and scoped issues out — is
partly a CLI that expands loose prompts into gate-ready issues, always with a human review
before posting, and it is tuned on three repos by one author.

Productizing it means: it must accept a brief from someone else's head, produce plan-level
structure rather than a flat issue list, and be measurably good rather than assumed good.

Dependencies

Epic #10076 (issue-quality measurement) is the objective function. Without it, decomposer
changes cannot be evaluated — only preferred.

Sub-issues

  • intake: brief plus clarifying loop into a structured intent record
  • decomposition: intent into milestones, issues, acceptance criteria, dependency order
  • pre-flight: judge the plan before contributors spend cycles on it
  • feedback: execution outcomes back into the drafter

Acceptance

A brief from an external submitter produces an approved criteria set and an executable
backlog whose issue-quality scores are comparable to hand-authored issues on existing
repos.

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maintainer-onlyOwner-only work — yields no Gittensor points.

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