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#471 by GitHub stars

leilei926524-tech/anti-distill

Anti-distillation for employee Skills. Clean your skill files — looks complete, but core knowledge removed. | 反蒸馏：清洗你被迫写的 Skill 文件，看起来完整，但核心知识已被抽掉。

Engineering

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 Network or broad shell → After Network or broad shell

21e6aa9c72a0 → 21e6aa9c72a0

Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.

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Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 21e6aa9c72a0

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View on GitHubAdd to my skills

Verified commit 21e6aa9c72a03a5456eeb4cd63234a2fa2935387

2.5kGitHub stars
12stars in 7 days
1skill in this repository
0commits in 30 days

Heat

3.4
  • Star growth, last 7 daysAhead of 71% of tracked repositories
  • Star growth, last 24 hoursAhead of 5% of tracked repositories
  • Rank movement, last 7 daysAhead of 34% of tracked repositories
  • Commits, last 30 daysAhead of 0% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 5, 20262,480

Individual skills in this repository

How it works

anti-distill

When your agent uses it

Anti-distillation for employee Skills. Clean your skill files — looks complete, but core knowledge removed. | 反蒸馏：清洗你被迫写的 Skill 文件，看起来完整，但核心知识已被抽掉。

What it loads into context

Frontmatter

100 tokens

Always available to the agent

SKILL.md

3,658 tokens

When the skill is activated

Reference documents

8,483 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 触发条件
  2. 工具使用规则
  3. 主流程
  4. 边界情况处理
  5. Trigger Conditions
  6. Main Flow
  7. Edge Cases

Files

  • INSTALL.mddoc535 bytes
  • README.mddoc8,873 bytes
  • SKILL.mdcore12,946 bytes
  • SKILL.mdcore12,946 bytes
  • assets/community-qr.jpgasset156,488 bytes
  • assets/contact-qr.jpgasset105,531 bytes
  • examples/zhangsan_before_after.mddoc5,768 bytes
  • prompts/classifier.mddoc6,417 bytes
  • prompts/diluter_general.mddoc1,531 bytes
  • prompts/diluter_persona.mddoc3,573 bytes
  • prompts/diluter_work.mddoc2,333 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

  • anti-distill

Repository facts

License
No license detected
Created
Apr 2, 2026
Last pushed
Jul 2, 2026
Forks
290
Open issues
9
Project activity
Slowing

Rank over the last 12 weeks

Now #471 · best #339 · down 76 in 30 days

  1. #462 on Oct 31
  2. #463 on Nov 1
  3. #466 on Nov 2
  4. #467 from Nov 3 to Nov 4
  5. #470 on Nov 5
  6. #471 since Nov 6
60 earlier periods
  1. #327 on Aug 2
  2. #332 on Aug 7
  3. #333 from Aug 8 to Aug 9
  4. #340 on Aug 10
  5. #341 on Aug 11
  6. #335 on Aug 12
  7. #342 on Aug 13
  8. #339 on Aug 15
  9. #345 on Aug 16
  10. #346 on Aug 17
  11. #351 from Aug 18 to Aug 19
  12. #348 on Aug 20
  13. #350 on Aug 21
  14. #350 on Aug 23
  15. #356 on Aug 26
  16. #358 on Aug 27
  17. #356 on Aug 28
  18. #362 on Aug 31
  19. #368 on Sep 1
  20. #363 on Sep 2
  21. #367 on Sep 3
  22. #359 on Sep 4
  23. #364 on Sep 5
  24. #361 on Sep 6
  25. #371 from Sep 7 to Sep 8
  26. #373 on Sep 10
  27. #370 on Sep 11
  28. #373 on Sep 12
  29. #380 on Sep 15
  30. #382 on Sep 16
  31. #376 on Sep 17
  32. #379 on Sep 18
  33. #382 on Sep 20
  34. #385 on Sep 22
  35. #381 on Sep 23
  36. #379 on Sep 24
  37. #380 on Sep 27
  38. #391 on Sep 30
  39. #390 on Oct 1
  40. #392 on Oct 2
  41. #389 on Oct 6
  42. #395 on Oct 7
  43. #403 on Oct 8
  44. #415 on Oct 9
  45. #406 on Oct 11
  46. #415 on Oct 12
  47. #412 on Oct 13
  48. #420 on Oct 15
  49. #423 on Oct 16
  50. #415 on Oct 17
  51. #419 on Oct 18
  52. #425 on Oct 19
  53. #429 on Oct 20
  54. #434 on Oct 22
  55. #435 on Oct 23
  56. #428 on Oct 24
  57. #450 on Oct 25
  58. #457 on Oct 28
  59. #460 on Oct 29
  60. #461 on Oct 30

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 1 note
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • 1 broad permissionin 1 file: SKILL.md:1
  • No dangerous shell commands
  • 16 network referencesin 1 file: README.md:6
  • No hidden or obfuscated text
  • No instruction overrides
  • No executable scripts
  • No access to secrets
  • No requests to vote in Hot
Show all 17 signals by file

README.md

  • Network accessline 6
    <p align="center">   <a href="https://github.com/leilei926524-tech/anti-distill/stargazers"><img alt="Stars" src="https://img.shields.io/github/stars/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=ffd700&logo=git
  • Network accessline 7
    <a href="https://github.com/leilei926524-tech/anti-distill/stargazers"><img alt="Stars" src="https://img.shields.io/github/stars/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=ffd700&logo=github&logoColor=white"
  • Network accessline 8
    <a href="https://github.com/leilei926524-tech/anti-distill/network/members"><img alt="Forks" src="https://img.shields.io/github/forks/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=2ecc71&logo=github&logoColor=wh
  • Network accessline 9
    <a href="https://github.com/leilei926524-tech/anti-distill/issues"><img alt="Issues" src="https://img.shields.io/github/issues/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=ff6b6b&logo=github&logoColor=white" />
  • Network accessline 10
    <a href="https://github.com/leilei926524-tech/anti-distill/pulls"><img alt="Pull Requests" src="https://img.shields.io/github/issues-pr/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=9b59b6&logo=github&logoColor=
  • Network accessline 11
    <a href="https://github.com/leilei926524-tech/anti-distill/commits/master"><img alt="Last commit" src="https://img.shields.io/github/last-commit/leilei926524-tech/anti-distill?style=for-the-badge&labelColor=0d1117&color=8e44ad&logo=git&logo
  • Network accessline 14
    <p align="center">   <a href="#en"><img alt="English" src="https://img.shields.io/badge/English-Read-black?style=flat-square" /></a>
  • Network accessline 15
    <a href="#en"><img alt="English" src="https://img.shields.io/badge/English-Read-black?style=flat-square" /></a>
  • Network accessline 16
    <a href="#zh-cn"><img alt="中文" src="https://img.shields.io/badge/中文-阅读-black?style=flat-square" /></a>
  • Network accessline 17
    <a href="https://discord.gg/aD7mWSu5RP"><img alt="Discord" src="https://img.shields.io/badge/discord-join-5865F2?style=flat-square&logo=discord&logoColor=white" /></a>
  • Network accessline 18
    <a href="https://x.com/kokisanai"><img alt="X" src="https://img.shields.io/badge/X-@kokisanai-000000?style=flat-square&logo=x&logoColor=white" /></a>
  • Network accessline 118
    <a href="https://discord.gg/aD7mWSu5RP"><img alt="Discord" src="https://img.shields.io/badge/discord-join-5865F2?style=for-the-badge&logo=discord&logoColor=white" /></a>
  • Network accessline 126
    > [Try anti-distill online](https://socialistic.ai/en/skill/anti-distill-11e494/?utm_source=github&utm_medium=issue&utm_campaign=xhs_github_skill_creator&utm_content=hyperlink)
  • Network accessline 130
    <img src="https://raw.githubusercontent.com/shesl-tinkerland/socialistic-cards/main/anti-distill-11e494.png" width="30%" />
  • Network accessline 251
    > [点这里直接体验 anti-distill](https://socialistic.ai/en/skill/anti-distill-11e494/?utm_source=github&utm_medium=issue&utm_campaign=xhs_github_skill_creator&utm_content=hyperlink)
  • Network accessline 255
    <img src="https://raw.githubusercontent.com/shesl-tinkerland/socialistic-cards/main/anti-distill-11e494.png" width="30%" />

SKILL.md

  • Broad permissionsline 1
    Read, Write, Edit, Bash, Glob, Grep

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: 17 facts
  • Network access in prose of documentationREADME.md:6Low confidence
  • Network access in prose of documentationREADME.md:7Low confidence
  • Network access in prose of documentationREADME.md:8Low confidence
  • Network access in prose of documentationREADME.md:9Low confidence
  • Network access in prose of documentationREADME.md:10Low confidence
  • Network access in prose of documentationREADME.md:11Low confidence
  • Network access in prose of documentationREADME.md:14Low confidence
  • Network access in prose of documentationREADME.md:15Low confidence
  • Network access in prose of documentationREADME.md:16Low confidence
  • Network access in prose of documentationREADME.md:17Low confidence
  • Network access in prose of documentationREADME.md:18Low confidence
  • Network access in prose of documentationREADME.md:118Low confidence
  • Network access in prose of documentationREADME.md:126Low confidence
  • Network access in prose of documentationREADME.md:130Low confidence
  • Network access in prose of documentationREADME.md:251Low confidence
  • Network access in prose of documentationREADME.md:255Low confidence
  • Broad permissions in the frontmatter of the SKILL.mdSKILL.md:1High confidence

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativeFrontmatter field user-invocable in SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard 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.

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