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change-intake

Internal Harness instruction source for change-intake. Route through visible Harness aliases instead of invoking directly.

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查看安装方法

包含的文件(2)

  • SKILL.md3.0 KB
  • agents/openai.yaml69 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Change Intake

Purpose

Use Change Intake after a codebase exists or after WF8/WF9 when the operator brings a new request, idea, config change, or code delta. The goal is to route the change without silently rerunning WF1-WF12 or making broad edits.

References

Read these first:

  • ../../../AGENTS.md
  • ../../../CLAUDE.md
  • ../../../.agents/references/context-layering-policy.md
  • ../../../.agents/references/contract-gating-rule.md
  • ../../../.agents/references/evidence-chain-rule.md
  • ../../../.agents/references/project-map-rule.md
  • ../../../.agents/references/language-policy.md
  • ../../../.agents/references/ubiquitous-language.md
  • ../../../.agents/references/research-supervision-patterns.md
  • ../../../.agents/references/research-supervision/idea-evaluation.md

Classifier Inputs

Read current context when present:

  • PROJECT_STATE.json
  • project_map.json
  • docs/20_facts/Codebase_Map.md
  • docs/10_contract/Project_Contract.md
  • docs/10_contract/Evaluation_Contract.md
  • docs/10_contract/Baseline_Contract.md
  • docs/10_contract/Claim_Boundary.md
  • latest relevant iteration_log.json entry

Routes

  • bugfix -> $build
  • experiment_delta -> $iterate
  • stable_code_delta -> $build
  • architecture_delta -> delta grill, $build
  • evaluation_delta -> evaluation delta route plus Gate ledger and pre_eval_commit requirement before metric-bearing eval
  • claim_boundary_delta -> Claim Delta Evidence plus owning claim/release or writing route
  • new_research_direction -> new Research Intent Draft branch
  • harness_guardrail_delta -> $harness-maintenance
  • unknown -> STEER

Use idea-evaluation.md when the request changes the research direction, claim boundary, evaluation target, dominant improvement axis, or feasibility story. It provides pressure-test context only; it does not approve the change.

Recorded route

Use the visible typed Harness route when the operator wants a recorded change:

python tooling/harness.py change --json

The typed change Recipe records its Action Result under .harness_runtime/ and routes through the Campaign when attached. It does not silently invoke other Operations.

Fail-Closed Rules

  • confidence=low routes to STEER, not code edits.
  • Evaluation, Baseline, or Claim Boundary impact routes to the owning workflow with a Gate ledger, Claim Delta Evidence when claims change, and a commit checkpoint requirement before train/eval. It does not pause for approval when the change stays inside the active Automation Policy.
  • Public interface, config schema, data flow, or primary metric changes are not plain bugfixes.
  • Harness guardrail changes never route to $code-debug.

Exit Condition

Produce a Change Request matching schemas/change_request.schema.json, or pause with one concrete steering question and a Gate ledger.

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