chore(workspace): 写章节脚本 step2 / step2a 接入人感五技能
step2_write_chapter.py 在 sys.path 加入 prevent-ai-flavor / diagnose-ai-flavor，新增「1.5) 人感前置预防」环节——生成前调用 build_prevention_contract（负约束+声音账）冻结进 WriterContext，并把 diagnosis 列为 shadow 候选的伴随检测。step2a_retrofit_ch1_context.py 相应补回退补写。 脚本只做拼装与持久化触发，五技能合同与 hard gate 由各自 skill 把守。 人感体系资产层仍由 humanization/ 维护（example 自治）；本脚本只消费。
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zizi
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@ -40,6 +40,8 @@ for sub in (
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"access-database/scripts",
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"check-content-consistency/scripts",
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"decide-candidate/scripts",
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"prevent-ai-flavor/scripts",
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"diagnose-ai-flavor/scripts",
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):
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p = str(SKILLS / sub)
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if p not in sys.path:
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@ -47,6 +49,10 @@ for sub in (
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from db import connect, DSN # noqa: E402
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from assemble_writer_context import assemble_context # noqa: E402
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from prevent_ai_flavor import ( # noqa: E402
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PreventionContractError, build_prevention_contract, persist_prevention, render_writer_constraints,
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)
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from diagnose_ai_flavor import run_diagnosis, persist_diagnosis # noqa: E402
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from retrieve_writer_sources import ( # noqa: E402
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ProductionCardIndexRepository, FrozenProseRepository, RetrievalError,
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build_retrieval_plan, retrieve_writer_sources, load_confirmed_fine_outline,
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@ -287,6 +293,19 @@ def main():
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print(f"目标第{target}章（asOf={as_of}）；细纲已读，基线 {got}，"
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f"基线总字数 {sum(len(item['text']) for item in recent_chapters)}")
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# 1.5) 人感前置预防：规则/声音账先形成合同，再冻结进 WriterContext。
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try:
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humanization_contract = build_prevention_contract(
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f"work:{WORK_ID}", load_database=True
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)
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humanization_contract["writer_constraints"] = render_writer_constraints(humanization_contract)
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prevention_receipt = persist_prevention(humanization_contract)
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except PreventionContractError as exc:
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raise SystemExit(f"人感前置预防合同失败：{exc}") from exc
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print(f"人感前置预防：约束 {len(humanization_contract['writer_constraints'])} 条，"
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f"规则库 {humanization_contract['built_from']['rule_library_version']}，"
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f"run_id={prevention_receipt['run_id']}")
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# 2) 检索计划 + 执行（生产仓储；新书无卡诚实返空）
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token_budget = {"maxContextChars": 200000}
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plan = build_retrieval_plan(
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@ -324,7 +343,7 @@ def main():
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narrative_state=narrative_state, recent_chapters=recent_chapters,
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output_contract=output_contract, token_budget=token_budget,
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pattern_references=pattern_references, style_constraints=style_constraints,
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generated_at=generated_at,
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humanization_contract=humanization_contract, generated_at=generated_at,
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evidence_strategy="production_dual_evidence")
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writer_context = assembled["context"]
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(ARTIFACTS / f"{run_id}-writer-context.json").write_text(
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@ -364,6 +383,20 @@ def main():
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persist_call=persist_llm_event)
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receipts_by_version[candidate_version] = receipt
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candidates_by_version[candidate_version] = candidate
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# 人感技能 3：每个候选先做只读诊断并自动落质量账；不在这里改正文。
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try:
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deai_artifact = run_diagnosis(
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candidate["candidateBody"], work_ref=f"work:{WORK_ID}",
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chapter_ref=f"chapter:{target}", mode="Audit",
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)
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_dump(ARTIFACTS / f"{run_id}-ai-flavor-diagnosis-v{candidate_version}.json", deai_artifact)
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persist_diagnosis(deai_artifact, text=candidate["candidateBody"])
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except Exception as exc:
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raise PipelineError(
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"AI_FLAVOR_DIAGNOSIS_FAILED", "候选 AI 味诊断或落库失败",
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details={"errorType": type(exc).__name__, "message": str(exc)},
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) from exc
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print(f"AI 味诊断(v{candidate_version})：发现 {len(deai_artifact['findings'])} 条")
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return candidate
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except WriterAdapterError as exc:
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if exc.code != "candidate_length_out_of_range" or retry == MAX_ATTEMPTS:
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@ -22,6 +22,7 @@ for sub in (
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"write-next-chapter/scripts",
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"record-run-evidence/scripts",
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"access-database/scripts",
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"prevent-ai-flavor/scripts",
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):
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p = str(SKILLS / sub)
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if p not in sys.path:
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@ -29,6 +30,9 @@ for sub in (
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from db import connect, DSN # noqa: E402
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from assemble_writer_context import assemble_context # noqa: E402
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from prevent_ai_flavor import ( # noqa: E402
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PreventionContractError, build_prevention_contract, persist_prevention, render_writer_constraints,
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)
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from retrieve_writer_sources import ( # noqa: E402
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ProductionCardIndexRepository, FrozenProseRepository,
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build_retrieval_plan, retrieve_writer_sources,
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@ -117,6 +121,12 @@ def main():
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authorization_snapshot = {"snapshotId": "auth-work12-production-v1",
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"allowedPurpose": "production_generation",
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"verifiedAt": generated_at, "sourceVersion": "v1"}
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try:
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humanization_contract = build_prevention_contract(f"work:{WORK_ID}", load_database=True)
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humanization_contract["writer_constraints"] = render_writer_constraints(humanization_contract)
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persist_prevention(humanization_contract)
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except PreventionContractError as exc:
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raise SystemExit(f"人感前置预防合同失败：{exc}") from exc
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assembled = assemble_context(
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run_id=run_id, attempt=1, mode="production", purpose="production",
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quality_policy_version="writer-production-v1", work_id=WORK_ID,
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@ -125,7 +135,7 @@ def main():
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retrieval_plan=plan, retrieval_result=retrieval, fine_outline=fine_outline,
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narrative_state=narrative_state, recent_chapters=[],
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output_contract=output_contract, token_budget=token_budget,
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pattern_references=[], generated_at=generated_at,
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pattern_references=[], humanization_contract=humanization_contract, generated_at=generated_at,
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evidence_strategy="production_dual_evidence")
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(SCRIPT_DIR / "artifacts").mkdir(exist_ok=True)
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(SCRIPT_DIR / "artifacts" / f"{run_id}-writer-context.json").write_text(
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