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wooly99/geng-academic-fraud-detector
耿同学skill，学术论文打假检测 agent skill，致敬耿同学讲故事
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
9ec35200ed07 → 9ec35200ed07
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 9ec35200ed07
No earlier version was observed for comparison.
Heat
2.0- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
How it works
geng-academic-fraud-detector
When your agent uses it
学术论文打假检测器，致敬耿同学。分析学术论文 PDF，检测数据造假、图片复用/拼接、Western blot 操纵、统计异常等学术不端行为。当用户提供论文 PDF 要求"查重"、"打假"、"检测造假"、"论文分析"、"学术打假"时使用。
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
2,553 tokensWhen the skill is activated
Reference documents
2,318 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 使用方法
- 检测维度（耿同学六式）
- 分析流程
- 耿同学语录库（用于辣评环节）
- 使用限制与注意事项
- 与耿同学精神的对齐
Files
.gitignoreasset35 bytesREADME.mddoc3,149 bytesSKILL.mdcore8,871 bytestest/example-report.mddoc4,559 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- geng-academic-fraud-detector
Repository facts
- License
- No license detected
- Created
- May 20, 2026
- Last pushed
- May 20, 2026
- Forks
- 40
- Open issues
- 3
- Project activity
- Slowing
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 5, 2026
- No broad tool permissions
- No dangerous shell commands
- 2 network referencesin 1 file: README.md:10
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 2 signals by file
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 2 facts
- Network access in code of documentationREADME.md:10Low confidence
- Network access in prose of documentationREADME.md:38Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
