القائمة
Use when the workflow enters Stage 2 Brief and the current Agent must generate 8-10 candidate topic cards from canonical intake evidence under the Dasheng mainline.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when Dasheng Publish needs to route Xiaohongshu publishing or content access through API-first CLI, MCP, or browser fallback bridges.
Use when Dasheng Publish needs to prepare, upload, or package Bilibili video submissions from completed transwrite video channel packs.
Use when running Stage 3 Draft from approved Brief topics and producing Reasoning Sheets, standard drafts, and draft quality gates.
Use when the workflow enters Postmortem after Publish and published content needs to be evaluated with performance data, Publish Guard status, accuracy checks, and knowledge-base writeback suggestions.
Use when Dasheng draft or transwrite needs HTML Anything templates, editable article HTML, social cards, posters, or visual HTML references.
Use when Dasheng transwrite needs no-human or human-material talking-head videos rendered through the local html-video project.
| name | dasheng-daily-phase2 |
| description | Use when the workflow enters Stage 2 Brief and the current Agent must generate 8-10 candidate topic cards from canonical intake evidence under the Dasheng mainline. |
这是本仓库 Stage 2 的唯一正式 Brief skill。
职责只有两层：
失败就失败，不再回退规则造题。
按这个优先级读取：
brief_input.jsonchannel_top10.jsonevent_clusters.jsonraw/intake_records.json默认来源目录：
{DASHENG_ROOT}/产物/01_内容采集/{run_id}/输出目录：
{DASHENG_ROOT}/产物/02_内容聚合及选题分析/{run_id}/标准产物：
02_编辑Brief库.md02_研究Brief库.md02_编辑Brief_报告.mdtopic_cards.jsonselected_topics.template.jsonselected_topics.jsonbrief_manifest.jsonquestion_units / opinion_units / case_units / solution_units，供 draft 直接取用问题、观点、案例和证明方案，防止只按标题发挥信号强度 × 逻辑独立性 × 主题新颖度 做弱重排radar.macro_policy_score 与 radar.source_role 会作为排序元数据进入 Brief，但不得作为硬过滤器existing_evidence 会回贴到 canonical evidence，并自动补齐 logic_chain_id--mode provider 的 legacy/回滚路径python3 scripts/run_mainline_stage.py brief --run-id <run_id>
该命令默认生成：
brief_signal_bundle.jsonbrief_agent_prompt.mdbrief_manifest.json（status=pending_agent_generation）阅读 brief_agent_prompt.md 与 brief_signal_bundle.json，生成：
topic_cards.agent.json根键必须是 topic_cards。
python3 scripts/run_mainline_stage.py brief \
--run-id <run_id> \
--agent-cards-file "产物/02_内容聚合及选题分析/<run_id>/topic_cards.agent.json"
python3 scripts/run_mainline_stage.py brief \
--run-id <run_id> \
--manual-topic "你的人工题目"
../../引擎/03_全链路SOP工作流/02_Brief_AI生成规则.mdreferences/ai-generation-guide.mdreferences/topic-evaluation.mdreferences/frameworks.mdreferences/content-enhance.md../../scripts/phase2_rebuilder.pypython3 ../../scripts/run_mainline_stage.py brief --run-id <run_id>python3 ../../scripts/run_mainline_stage.py brief --run-id <run_id> --agent-cards-file <file>brief_card_schema.jsonbrief_manifest.json 为准导出仓 dasheng-stage-brief-ai 的文档能力已被吸收到这里。
以后不要再把：
dasheng-stage-brief-aidasheng-daily-briefdasheng-daily-clustering当成正式 Brief 入口。