Real Skill packageSource verifiedClawHub registry

tianyonglong-perspective

田永龙视角对 penguin-oss-suite 的裁决——基于 MIT 主页 + SupContrast/RepDistiller 仓库 README + 论文元数据（混元多模态负责人）蒸馏的研究方法论（最强：表征优先 + Benchmark-first），应用到套件具体场景：S1 梳理报告的统一基准、蒸馏规则的 保质期标注、corpus 的纠错留痕治理。 触发：S1 checklist 决策 Gate 或 oss-perspective-council 调用； 「田永龙会怎么看这份梳理报告/这条蒸馏规则/这个 corpus」。 不触发：通用科研咨询、混元模型使用问题、个人经历询问。

Identity and source

Publisher attributionLeoregistry owner unverified by skillvetai
Functional categorySoftware Developmentautomatically inferred · 59% rule confidence
Package forminstruction bundle3 recorded files
Canonical sourceClawHub registryclawhub:qikairo7:tianyonglong-perspective
Open canonical source ↗

Platform declarations

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OpenClawnative officialProvenance: registry distribution

Independent structural checks

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Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/29/2026.claude/skills/tianyonglong-perspective

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 · 9/29/2026.agents/skills/tianyonglong-perspective

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 · 9/29/2026skills/tianyonglong-perspective

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

Installation and inspection

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clawhub install @qikairo7/tianyonglong-perspective
clawhub inspect @qikairo7/tianyonglong-perspective --version 1.0.0

Security evidence

SkillVetAI static result: no findings detected

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Status
completed
Coverage
full text content
Files
3 / 3 inspected as text
Checked
9/29/2026, 5:42:26 AM
Scanner
0.1.3
Policy
1.0.3
1 inferred permission indicators
  • network access — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

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Evidence checked
9/28/2026, 10:08:39 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

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Package content hashsha256:3647b46c47b41f3133a31e289b02e3e2395091d54db0fe10fc16f93335266a6d
Show up to 3 recorded paths
  • references/distillation.md
  • skill-card.md
  • SKILL.md

Source changelog

tianyonglong-perspective v1.0.0 - Initial release introducing a methodology distilled from MIT CSAIL, SupContrast/RepDistiller projects, and relevant papers, tailored to penguin-oss-suite. - Provides concrete judgment criteria for: S1 report benchmarking, expiration labeling of distillation rules, and corpus error correction traceability. - Defines when this judgment is triggered (OSS council or S1 checklist) and specifies explicit non-trigger scenarios. - Offers structured, evidence-based decision rules emphasizing benchmark fairness, version transparency, provenance, and traceable corpus management. - Clearly delimits the boundaries of inference and acknowledges the indirect nature of all judgments.