Real Skill packageSource verifiedClawHub registry

像素级凝视

让AI像人一样分层看图，不再扫一眼就下结论。4层视觉理解法：整体扫视→识别精度敏感区→专门细看关键细节→如实输出。解决AI看图时漏读数字、错认状态、忽视小字等常见问题。当用户要求分析图片、识别图中内容、读取图中文字/数字、对比图片细节时触发。

Identity and source

Publisher attributionMaxStormSpaceregistry owner unverified by skillvetai
Functional categoryAwaiting category reviewreview pending · 0% rule confidence
Package forminstruction bundle4 recorded files
Canonical sourceClawHub registryclawhub:lilei0311:pixel-gaze
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 · 8/25/2026.claude/skills/pixel-gaze

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 · 8/25/2026.agents/skills/pixel-gaze

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 · 8/25/2026skills/pixel-gaze

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 @lilei0311/pixel-gaze
clawhub inspect @lilei0311/pixel-gaze --version 1.0.1

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
4 / 4 inspected as text
Checked
8/25/2026, 1:19:32 PM
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

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
8/25/2026, 7:25:31 AM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • 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:db7ab89b314c7e8acae318e6ca80122f77431eb53856206bb9a92a485f588868
Show up to 4 recorded paths
  • references/case-agent-self-review.md
  • references/case-product-label.md
  • skill-card.md
  • SKILL.md

Source changelog

主打案例新增Agent前端自审（艺术展页面复刻，4层流程抓出人脸裁切/文字截断真bug）；快速判断规则加防火墙：Agent自产物禁止走快速通道；第三层新增密集文字逐行确认；产品标签案例保留为经典读图场景。