Real Skill packageSource verifiedClawHub registry

2.5.22

严肃长文流水线（学术论文/商业评论/行业分析/公众号深度长文）——多 Agent 子代理编排。三角验证（文献/数据/案例）+ M 门（LLM 结构化判定）+ F 失败模式防御 + 数据信任 3 档 + 修订回环 ≤2 轮。使用前需 Phase 0 同意关卡。<2000 字建议直接用主控 LLM。

Identity and source

Publisher attributionzuoyunlairegistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 64% rule confidence
Package forminstruction bundle66 recorded files
Canonical sourceClawHub registryclawhub:zuoyunlai:lunheng-article-pipeline
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/27/2026.claude/skills/lunheng-article-pipeline

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/27/2026.agents/skills/lunheng-article-pipeline

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/27/2026skills/lunheng-article-pipeline

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @zuoyunlai/lunheng-article-pipeline
clawhub inspect @zuoyunlai/lunheng-article-pipeline --version 2.5.22

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
partial text content
Files
40 / 66 inspected as text
Checked
8/27/2026, 9:45:13 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
6 dependency and API indicators
  • api: api.crossref.org
  • api: api.openalex.org
  • api: apps.wanfangdata.com.cn
  • api: clawhub.ai
  • api: github.com
  • api: javy-lawyers.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/26/2026, 4:26:03 PM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:2a9b2758dda69d2dc03a925096bd0dd9169f7a0dae0337965c35bf3d72f01cdd
Show up to 30 recorded paths
  • LICENSE
  • QUICKSTART.md
  • references/_shared/audit-checklist-quickref.md
  • references/_shared/degraded-scenarios.md
  • references/_shared/failure-modes.md
  • references/_shared/format-export.md
  • references/_shared/M-Gate-Algorithm-appendix.md
  • references/_shared/M-Gate-Algorithm.md
  • references/_shared/中文数据源集成.md
  • references/_shared/关键协议.md
  • references/_shared/字数判定表.md
  • references/_shared/工具能力边界.md
  • references/_shared/执行韧化协议-v2.1.0.md
  • references/_shared/教训索引.md
  • references/_shared/期刊匹配算法.md
  • references/_shared/期刊数据库.md
  • references/_shared/模型候选池.md
  • references/agents/00-主控-coordinator.md
  • references/agents/00-主控-扩展职责.md
  • references/agents/01-文献检索-literature-scout.md
  • references/agents/02-数据检索-data-scout.md
  • references/agents/03-案例检索-case-scout.md
  • references/agents/04-分析-analyst.md
  • references/agents/05-写作-writer.md
  • references/agents/06-批判-critical-companion.md
  • references/agents/07-审计-auditor.md
  • references/agents/09-审稿-peer-reviewer.md
  • references/case-studies.md
  • references/checkers/中文AI痕迹-checker.md
  • references/deliverables.md

Source changelog

v2.5.22 结构性漂移根治工程（教训 #187）：自审门加门 K/L 共 11/11 全过，论衡侧 5 commit。① 10 个 dispatch 加权威源注解，派生关系锚定；② 自审门加门 K 教训引用溯源，首跑抓到 2 处教训编号错引（#67→#64、Tavily 虚引 #122）；③ 自审门加门 L M门算法引用完整性，首跑抓到 deliverables.md 3 处过时表述；④ M门规则与应用同步（M-Form 6→8 项、M-Exist-2 重命名、sha256 改人类可选、主控扩责步骤数同步）；⑤ 启动清单第 3 条去私有化（skill 可移植）；⑥ pipeline-readme.md 目录重建（31 死链→0）；⑦ SKILL.md 锚点全部去除（防 slug 平台依赖）。SKILL.md/v2.5.22 安全审计通过 LZ Skill Vetter Pro v2.1.4（606 文件 84,793 行，0 high/critical，1 info）

Release security diff

mediumCompared fixed releases 2.5.13 and 2.5.22; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

2.5.138/26/2026sha256:4e2385c0a54fca30ba2ee9e4edf3d6266604284db7670f67c4fe000079b61dc0
2.5.78/25/2026sha256:3f49b6f78db943a741fe4cc86a126800054be8cf60b120e441e203f29ee86832
2.5.48/25/2026sha256:2a84052430c3274a692fad6d5c2b11a5c64038157f507d79faa8216c3ff25906
2.5.08/24/2026sha256:1a3dadb9a77904e4263e1c2797bae80b35f90306be8c67a1107b014df5cd7bb6
2.4.08/23/2026sha256:c07c39d950a35d71eb73a9437e7053bd6a40fd84e67441f0380a54f6a3c8f4dc
2.3.198/23/2026sha256:c54e90bc8b2fc8057e1e52ddfd196325f23486cf08999464e1cfdd86e367c264
2.3.118/23/2026sha256:dc7533661f28bf03f1c96d4995fff8c5dc38e2a957b163ad9189e75e8619cdb6
2.3.108/22/2026sha256:b2e9f423b052c89c6a3e8bc735f9806df4a4ab0f4ae0493dd5af3f0a54ac3d37
2.2.188/20/2026sha256:b5a65185ec164925c1e3d4a28ad88e9ce5d16e62b2259e37656b13314380f021
2.2.168/20/2026sha256:77790b62f79644129d8e229f1fa19ed12ac4ed14354b6c638706a821a4611bc6
2.2.118/19/2026sha256:e8d2fdbac42bd285e2734620f99a11fb75cceb8b2c85ef05a5414fa504d5fe8a
2.2.108/19/2026sha256:32b25c28ccf1408237e35ce74a6768775e55c3530b10379365184ab15c7d6a94
2.2.88/19/2026sha256:0451e24167a397c14e38c48965ca2a9096487db4e6473f8d4bbfd93190a98dae
2.1.88/17/2026sha256:8cd2c64e70047c54fd54e60f2bff8e778aebc528fee33feff349e04de1132e23
2.1.78/15/2026sha256:6def44edb1ab95c88483799bb2fcb3b966d8af6f310494bcde58f451a7a320da
2.1.68/15/2026sha256:a765464e5f90b90d81d00bf713da776361de529b507bf25e48c7810b19b2bc9a
2.1.18/14/2026sha256:7f93c6443c4be13e042f98e9bff76f5ffb70ca90ec9b2ec9330709b9d831521b
2.0.78/14/2026sha256:7fbedd2947317123a462fb11422029c93e590cb14865bf343f9ae1af2a824e69
2.0.58/14/2026sha256:cc10359401a9604e85961ec8e273b6b0654c989d87ed39cb5fb82f2e35d72ce0
2.0.18/13/2026sha256:ccb34a4f81cf78ec98f7df4f2016a68476e7ed7dc0b959b8c371bcc75cdfdf9c