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dama-cyber/magic-distillation

稗官风骨全维蒸馏之器——自诸说部文字中提取格调之印，存其本味，别撰新篇。

Claude CodeOpenCodeEngineering

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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.opencode/skills/fiction-distiller/SKILL.md

Week of Nov 2, 2026 · +0 / −0 lines

Before Local scripts → After Local scripts

1863288e72b8 → 1863288e72b8

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Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

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.workbuddy/skills/fiction-distiller/SKILL.md

Week of Nov 2, 2026 · +0 / −0 lines

Before Local scripts → After Local scripts

1863288e72b8 → 1863288e72b8

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Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 1863288e72b8

No earlier version was observed for comparison.

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View on GitHubAdd to my skills

Verified commit 1863288e72b8d7fcaca79c9fd1b70732169a1854

git clone --filter=blob:none --no-checkout https://github.com/dama-cyber/magic-distillation.git .hotskills/dama-cyber-magic-distillation && git -C .hotskills/dama-cyber-magic-distillation checkout --detach 1863288e72b8d7fcaca79c9fd1b70732169a1854 # Copy each selected skill directory from .hotskills/dama-cyber-magic-distillation into .claude/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/dama-cyber/magic-distillation.git .hotskills/dama-cyber-magic-distillation && git -C .hotskills/dama-cyber-magic-distillation checkout --detach 1863288e72b8d7fcaca79c9fd1b70732169a1854 # Copy each selected skill directory from .hotskills/dama-cyber-magic-distillation into .opencode/skills/<skill-name>/
110GitHub stars
1star in 7 days
2skills in this repository
0commits in 30 days

Heat

1.8
  • 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

Oct 25, 2026Nov 5, 2026110

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

fiction-distiller

When your agent uses it

短篇换元仿写器 - 从小说文本中提取叙事骨架，将人物/情节/设定/台词全部替换为原创内容，生成字数相近、风格神似、内容全新、可反检测的短篇小说

What it loads into context

Frontmatter

91 tokens

Always available to the agent

SKILL.md

4,013 tokens

When the skill is activated

Reference documents

132,259 tokens

Loaded on request

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

The playbook

  1. 知识路径解析
  2. 输出路径
  3. 角色定位
  4. 懒加载协议
  5. 全自动执行流程
  6. v4.1 核心修复说明
  7. 绝对红线
  8. 知识文件引用索引（含层级标记）

Scripts executed separately

  • tools/anti_detection_checker.py
  • tools/batch_extract.py
  • tools/encoding_utils.py
  • tools/humanize.py
  • tools/make_curated_vars.py
  • tools/new_variable_designer.py
  • tools/originality_checker.py
  • tools/quality_report.py
  • tools/short_generator.py
  • tools/skeleton_extractor.py
  • tools/variable_annotator.py
  • tools/word_count_adjuster.py
  • tools/word_count_analyzer.py

Files

  • SKILL.mdcore13,140 bytes
  • knowledge/ai-distillation/01-feature-extraction.mddoc8,426 bytes
  • knowledge/ai-distillation/02-fingerprint-verification.mddoc7,380 bytes
  • knowledge/ai-distillation/03-imitation-strategies.mddoc9,769 bytes
  • knowledge/ai-distillation/04-evaluation.mddoc8,719 bytes
  • knowledge/anti-detection-short/01-detection-principles.mddoc6,032 bytes
  • knowledge/anti-detection-short/02-humanization.mddoc6,320 bytes
  • knowledge/anti-detection-short/03-rhythm-perturbation.mddoc5,470 bytes
  • knowledge/anti-detection-short/04-ai-word-list.mddoc5,844 bytes
  • knowledge/anti-detection-short/05-short-verification.mddoc5,876 bytes
  • knowledge/author-fingerprint/01-lexical.mddoc8,970 bytes
  • knowledge/author-fingerprint/02-syntactic.mddoc9,366 bytes
  • knowledge/author-fingerprint/03-rhetorical.mddoc8,775 bytes
  • knowledge/author-fingerprint/04-narrative-voice.mddoc9,113 bytes
  • knowledge/author-fingerprint/05-punctuation.mddoc8,478 bytes
  • knowledge/author-fingerprint/06-cross-work.mddoc8,209 bytes
  • knowledge/general-style/01-stylistics.mddoc8,805 bytes
  • knowledge/general-style/02-narratology.mddoc7,945 bytes
  • knowledge/general-style/03-rhetoric.mddoc8,864 bytes
  • knowledge/general-style/04-stylometry.mddoc8,728 bytes
  • knowledge/general-style/05-imaging.mddoc9,086 bytes
  • knowledge/index.mddoc10,178 bytes
  • knowledge/long-fiction/01-story-layer.mddoc8,237 bytes
  • knowledge/long-fiction/02-narrative-layer.mddoc7,984 bytes
  • knowledge/long-fiction/03-structure.mddoc8,123 bytes
  • knowledge/long-fiction/04-style.mddoc7,770 bytes
  • knowledge/long-fiction/05-revision.mddoc7,917 bytes
  • knowledge/net-style/01-genres.mddoc11,272 bytes
  • knowledge/net-style/02-pleasure-mechanism.mddoc11,035 bytes
  • knowledge/net-style/03-world-building.mddoc9,836 bytes
  • knowledge/net-style/04-characters.mddoc10,949 bytes
  • knowledge/net-style/05-rhythm-structure.mddoc8,900 bytes
  • knowledge/net-style/06-narrative-focus.mddoc9,730 bytes
  • knowledge/net-style/07-era-features.mddoc9,251 bytes
  • knowledge/originality-check/01-ngram-check.mddoc4,566 bytes
  • knowledge/originality-check/02-variable-residue.mddoc6,019 bytes
  • knowledge/originality-check/03-human-review.mddoc5,172 bytes
  • knowledge/short-fiction/01-elements.mddoc8,089 bytes
  • knowledge/short-fiction/02-strategic-choice.mddoc7,848 bytes
  • knowledge/short-fiction/03-details.mddoc7,628 bytes
  • knowledge/short-fiction/04-structure.mddoc7,935 bytes
  • knowledge/short-fiction/05-three-beauties.mddoc8,654 bytes
  • knowledge/short-substitution/01-what-is-substitution.mddoc4,164 bytes
  • knowledge/short-substitution/02-skeleton-extraction.mddoc6,672 bytes
  • knowledge/short-substitution/03-variable-list.mddoc7,622 bytes
  • knowledge/short-substitution/04-substitution-levels.mddoc7,467 bytes
  • knowledge/short-substitution/05-word-count-budget.mddoc6,183 bytes
  • knowledge/short-substitution/06-short-pipeline.mddoc7,546 bytes
  • knowledge/word-count-control/01-count-analysis.mddoc4,069 bytes
  • knowledge/word-count-control/02-budget-table.mddoc4,591 bytes
  • knowledge/word-count-control/03-expansion-compression.mddoc6,026 bytes
  • prompts/p01-skeleton-extract.mddoc3,898 bytes
  • prompts/p02-variable-annotate.mddoc4,969 bytes
  • prompts/p03-new-variable-design.mddoc5,472 bytes
  • prompts/p04-paragraph-generate.mddoc5,030 bytes
  • prompts/p05-humanize.mddoc3,941 bytes
  • prompts/p06-word-count-fix.mddoc3,257 bytes
  • prompts/p07-self-check.mddoc4,758 bytes
  • skeleton_library/README.mddoc601 bytes
  • skeleton_library/catalog.jsonasset414,227 bytes
  • skeleton_library/stats.jsonasset631 bytes
  • tools/anti_detection_checker.pyruns22,714 bytes
  • tools/batch_extract.pyruns17,833 bytes
  • tools/encoding_utils.pyruns565 bytes
  • tools/humanize.pyruns15,566 bytes
  • tools/make_curated_vars.pyruns6,379 bytes
  • tools/new_variable_designer.pyruns3,993 bytes
  • tools/originality_checker.pyruns25,013 bytes
  • tools/quality_report.pyruns24,766 bytes
  • tools/short_generator.pyruns2,985 bytes
  • tools/skeleton_extractor.pyruns9,230 bytes
  • tools/variable_annotator.pyruns7,036 bytes
  • tools/word_count_adjuster.pyruns5,056 bytes
  • tools/word_count_analyzer.pyruns8,184 bytes
Read SKILL.md

# fiction-distiller

> 短篇换元仿写技能 | 版本 4.1（核心修复版）

## 知识路径解析

本技能中 `@skill:knowledge/...` 引用指向 SKILL.md 同级的 `knowledge/` 目录。映射规则：

```
@skill:knowledge/index.md              → knowledge/index.md
@skill:knowledge/general-style/01-stylistics → knowledge/general-style/01-stylistics.md
```

所有 `@skill:knowledge/X/Y` 均对应 `knowledge/X/Y.md`（自动追加 `.md` 扩展名）。加载时直接读取对应路径。
View the complete source on GitHub

Skills included

  • fiction-distiller
  • fiction-distiller

Repository facts

License
MIT
Created
May 28, 2026
Last pushed
Jun 18, 2026
Forks
22
Open issues
0
Project activity
Slowing

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
  • .opencode/skills/fiction-distiller/skeleton_library/catalog.json:10102 Analysis incomplete: regex work limit reached
Show all 26 signals by file

.opencode/skills/fiction-distiller/tools/anti_detection_checker.py

  • Executable scriptline 1
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.opencode/skills/fiction-distiller/tools/batch_extract.py

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.opencode/skills/fiction-distiller/tools/encoding_utils.py

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.opencode/skills/fiction-distiller/tools/humanize.py

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.opencode/skills/fiction-distiller/tools/make_curated_vars.py

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.opencode/skills/fiction-distiller/tools/new_variable_designer.py

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.opencode/skills/fiction-distiller/tools/originality_checker.py

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.opencode/skills/fiction-distiller/tools/quality_report.py

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.opencode/skills/fiction-distiller/tools/short_generator.py

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.opencode/skills/fiction-distiller/tools/skeleton_extractor.py

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.opencode/skills/fiction-distiller/tools/variable_annotator.py

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.opencode/skills/fiction-distiller/tools/word_count_adjuster.py

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.opencode/skills/fiction-distiller/tools/word_count_analyzer.py

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.workbuddy/skills/fiction-distiller/tools/anti_detection_checker.py

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.workbuddy/skills/fiction-distiller/tools/batch_extract.py

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.workbuddy/skills/fiction-distiller/tools/encoding_utils.py

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.workbuddy/skills/fiction-distiller/tools/humanize.py

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.workbuddy/skills/fiction-distiller/tools/make_curated_vars.py

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.workbuddy/skills/fiction-distiller/tools/new_variable_designer.py

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.workbuddy/skills/fiction-distiller/tools/originality_checker.py

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.workbuddy/skills/fiction-distiller/tools/quality_report.py

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.workbuddy/skills/fiction-distiller/tools/short_generator.py

  • Executable scriptline 1
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.workbuddy/skills/fiction-distiller/tools/skeleton_extractor.py

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.workbuddy/skills/fiction-distiller/tools/variable_annotator.py

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.workbuddy/skills/fiction-distiller/tools/word_count_adjuster.py

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.workbuddy/skills/fiction-distiller/tools/word_count_analyzer.py

  • Executable scriptline 1
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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: 26 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativePath .claude/skills/fiction-distiller/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md .opencode/skills/fiction-distiller/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md .opencode/skills/fiction-distiller/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md .opencode/skills/fiction-distiller/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md .opencode/skills/fiction-distiller/SKILL.md.github/skills/<skill-name>/
OpenCodeNativePath .opencode/.gitignore.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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