Real Skill packageSource verifiedClawHub registry

ai-grader

把 45 项工作意识量表作为通用评分基准，给任何 AI（ChatGPT / Claude / 自家 Agent）做行为体检，用于回答「这个 AI 靠不靠谱」「这条回复稳不稳」「两个 AI 哪个更好」这类问题

Identity and source

Publisher attributionzhaoxinghua09-cellregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 55% rule confidence
Package forminstruction with code30 recorded files
Canonical sourceClawHub registryclawhub:zhaoxinghua09-cell:ai-grader
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 · 9/1/2026.claude/skills/ai-grader

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 · 9/1/2026.agents/skills/ai-grader

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 · 9/1/2026skills/ai-grader

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 @zhaoxinghua09-cell/ai-grader
clawhub inspect @zhaoxinghua09-cell/ai-grader --version 2.7.0

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
full text content
Files
29 / 30 inspected as text
Checked
9/1/2026, 1:13:38 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: www.w3.org
External clawhub result: clean

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
9/1/2026, 1:44:20 AM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

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

Package content hashsha256:d22af70e5666fef3361248a4be5c729db9333b4b6ab78d08e037a8054e68a78d
Show up to 30 recorded paths
  • __pycache__/grade_stats.cpython-313.pyc
  • board.html
  • capability.html
  • card.html
  • dashboard.html
  • external_eval_record.json
  • external_judge_prompt_trial.txt
  • external_probe_pack_trial.md
  • external_probe_pack.json
  • external_probe_pack.md
  • fit.html
  • grade_stats.py
  • LICENSE.md
  • manifest.json
  • panorama.html
  • persona.html
  • references/ai_bidirectional_eval.md
  • references/ai_capability_bounds.md
  • references/ai_domain_fit.md
  • references/ai_eval_protocol.md
  • references/ai_external_eval.md
  • references/ai_growth_trend.md
  • references/ai_host_mirror.md
  • references/ai_improvement_plan.md
  • references/ai_owner_grading.md
  • references/ai_persona_resonance.md
  • references/ai_problem_remedy.md
  • skill-card.md
  • SKILL.md
  • trend.html

Source changelog

- Improved evaluation trigger rules in SKILL.md to clarify when the skill activates, preventing unintended activation in casual conversation. - Updated exclusions in SKILL.md to explicitly prevent use for human personality/behavior analysis and ordinary chat quality discussions. - Changed ambassador field in SKILL.md from 诺衡 to Krites. - Removed the unused skill-card.md file. - Added compiled Python cache file __pycache__/grade_stats.cpython-313.pyc.

Release security diff

mediumCompared fixed releases 1.0.0 and 2.7.0; 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
  • file surface changed
  • 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.

1.0.08/31/2026sha256:ca20d4add47ecee755dd556281e8cfeac8bd23d9b3232fcd4c6b623c1afb7959