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#410 by GitHub stars

larashero3-dotcom/writing-dna-skill

写作蒸馏器.skill｜蒸馏复刻任意写作风格的 agent skill | Writing DNA Distiller - distill and recreate any writing style as an agent skill

Writing

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 Local scripts

ee3d97ee2726 → 9e780d0ea9fd

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Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → ee3d97ee2726

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skills/lieflat-less-ai-tone/SKILL.md

Week of Nov 2, 2026 · +0 / −0 lines

Before Instructions only → After Instructions only

ee3d97ee2726 → 9e780d0ea9fd

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Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → ee3d97ee2726

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View on GitHubAdd to my skills

Verified commit 9e780d0ea9fda9937149148a3103f181eed43326

3kGitHub stars
233stars in 7 days
2skills in this repository
3commits in 30 days

Heat

8.0
  • Star growth, last 7 daysAhead of 98% of tracked repositories
  • Star growth, last 24 hoursAhead of 98% of tracked repositories
  • Rank movement, last 7 daysAhead of 93% of tracked repositories
  • Commits, last 30 daysAhead of 64% 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 6, 20263,007

Individual skills in this repository

How it works

writing-dna-skill

When your agent uses it

从至少 20 篇完整文章中蒸馏可复用的写作 DNA，分析语言、文章结构、选题逻辑、素材策略、认知框架和视觉风格，并生成 Writing-DNA.md；按该 DNA 写作时会读取全部蒸馏产物和 5 篇相关原文。用于中英文作者、账号、品牌或出版物的风格分析与一致性写作。 Distill reusable Writing DNA from at least 20 complete articles for Chinese or English authors, publications, brands, and accounts; use for language, structure, topic logic, source strategy, cognitive-frame, and visual-style analysis.

What it loads into context

Frontmatter

150 tokens

Always available to the agent

SKILL.md

4,300 tokens

When the skill is activated

Reference documents

9,338 tokens

Loaded on request

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

The playbook

  1. 使用语言与模板
  2. 一、目标
  3. 二、蒸馏的六个层次
  4. 三、工作流程
  5. 四、目录结构规范
  6. 五、质量标准
  7. 六、使用蒸馏产物写作

Files

  • .gitignoreasset207 bytes
  • CONTRIBUTING.mddoc1,151 bytes
  • LICENSEasset1,056 bytes
  • README.en.mddoc11,723 bytes
  • README.mddoc11,019 bytes
  • SKILL.mdcore14,598 bytes
  • SKILL.mdcore14,598 bytes
  • agents/openai.yamlasset251 bytes
  • docs/release-checklist.mddoc1,373 bytes
  • docs/usage-boundaries.mddoc768 bytes
  • examples/format-only/README.mddoc339 bytes
  • examples/format-only/_meta/.gitkeepasset1 bytes
  • examples/format-only/raw/.gitkeepasset1 bytes
  • references/workflow.en.mddoc9,573 bytes
  • templates/author-corpus/README.mddoc438 bytes
  • templates/author-corpus/en/README.mddoc484 bytes
  • templates/author-corpus/en/Writing-DNA.mddoc363 bytes
  • templates/author-corpus/en/_meta/example.schema.jsonasset525 bytes
  • templates/author-corpus/en/cognitive-framework.mddoc206 bytes
  • templates/author-corpus/en/language-dna.mddoc194 bytes
  • templates/author-corpus/en/raw/.gitkeepasset1 bytes
  • templates/author-corpus/en/structure-patterns.mddoc129 bytes
  • templates/author-corpus/en/visual-style-guide.mddoc172 bytes
  • templates/author-corpus/zh/README.mddoc433 bytes
  • templates/author-corpus/zh/Writing-DNA.mddoc276 bytes
  • templates/author-corpus/zh/_meta/example.schema.jsonasset516 bytes
  • templates/author-corpus/zh/raw/.gitkeepasset1 bytes
  • templates/author-corpus/zh/写作视角与认知框架.mddoc148 bytes
  • templates/author-corpus/zh/文章结构模板.mddoc121 bytes
  • templates/author-corpus/zh/视觉风格指南.mddoc151 bytes
  • templates/author-corpus/zh/语言DNA.mddoc139 bytes

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

View the complete source on GitHub

Skills included

  • writing-dna-skill
  • lieflat-less-ai-tone

Repository facts

License
No license detected
Created
Jun 27, 2026
Last pushed
Nov 5, 2026
Forks
268
Open issues
0
Project activity
Active

Rank over the last 12 weeks

Now #410 · best #404 · up 7 in 30 days

  1. #424 from Oct 28 to Oct 31
  2. #425 on Nov 1
  3. #416 on Nov 2
  4. #411 on Nov 3
  5. #412 on Nov 4
  6. #410 since Nov 5
78 earlier periods
  1. #843 on Aug 2
  2. #839 on Aug 7
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  5. #878 on Aug 10
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  57. #419 from Oct 1 to Oct 2
  58. #406 on Oct 3
  59. #404 on Oct 4
  60. #411 on Oct 5
  61. #413 on Oct 6
  62. #417 on Oct 7
  63. #424 on Oct 8
  64. #427 on Oct 9
  65. #414 from Oct 10 to Oct 11
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  67. #417 on Oct 13
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  70. #421 on Oct 16
  71. #410 on Oct 17
  72. #412 from Oct 18 to Oct 19
  73. #415 on Oct 20
  74. #418 on Oct 21
  75. #413 on Oct 22
  76. #411 on Oct 23
  77. #405 on Oct 24
  78. #424 on Oct 25

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 5, 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
Show all 5 signals by file

README.en.md

  • Network accessline 171
    It rewrites from a whitelist, touching only the listed problems; sentences matching no rule are preserved verbatim, and the article's structure is left intact. Every rule has a locatable trigger and was measured against 300 AI outputs and 3

README.md

  • Network accessline 168
    它采用白名单式改写，只处理清单里列出的规则，没命中的句子逐字保留，也不动文章结构。每条规则都有可定位的触发标记，并经过 300 篇 AI 输出与 329 篇真实文章的对比实测，不靠"读起来像 AI"这种语感判断。完整的研究方法、数据与被推翻的预设见 [lieflat-less-ai-tone](https://github.com/larashero3-dotcom/lieflat-less-ai-tone)。

SKILL.md

  • Possible obfuscationline 246
    这份文档应满足：<U+200B>**给任何一个没读过该账号/作者的人，他读完下笔能写出 70 分的近似风格文章——不仅文字像，视觉呈现也像。**

skills/lieflat-less-ai-tone/SKILL.md

  • Network accessline 84
    规则的依据是触发标记可定位，不是频率高低。各条规则的实测数据、被推翻的预设和测量脚本见研究仓库 [lieflat-less-ai-tone](https://github.com/larashero3-dotcom/lieflat-less-ai-tone)。
  • Network accessline 88
    部分规范参考 [KKKKhazix/human-writing](https://github.com/KKKKhazix/human-writing)。

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: 5 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md 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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