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FIRE Card to EPUB · twhsi | DecimalAI

documentationby twhsi

FIRE Card to EPUB

twhsi/fire-card-to-epub

Source twhsi/skills ↗License Not recorded

Convert FIRE analysis cards, Chinese knowledge notes, or project-note JSON into validated EPUB books with directory cards, chapter cards, keyword index cards, backlinks, and GitHub-shareable ebook assets.

SkillScore95Maintained

Automatic

Knowledge Management pack

Last verified 8/23/2026

What it changes

Passed 21 of 22 test cases with the skill, and 8 of 22 without it.

Without skill36%

With skill95%

Checks it passed that the model alone missed

Includes sample EPUB asset in assets/.
Names body cards as a structural layer.
Names index cards as a structural layer.

and 21 more in the full report

13 fixed8 passed either way1 still failing0 broke

Pass-rate lift: +59 pp
Tokens: +34%
Agent turns: 0%
Response time: -39%

Model gemini-3.6-flashMeasured 8/23/2026v121 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/twhsi-fire-card-to-epub/SKILL.md https://app.decimal.ai/s/twhsi-fire-card-to-epub/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add twhsi-fire-card-to-epub, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/twhsi-fire-card-to-epub/ and pins it in .decimal/skills.lock

decimalai skills add twhsi-fire-card-to-epub

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/twhsi-fire-card-to-epub/SKILL.md https://app.decimal.ai/s/twhsi-fire-card-to-epub/SKILL.md

Raw file: /s/twhsi-fire-card-to-epub/SKILL.md ↗ · machine-readable summary at /s/twhsi-fire-card-to-epub.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

I need to run the Python script to build the EPUB from assets/my-notes.json. I want the primary EPUB output at assets/my-notes.epub and a download copy at assets/download.epub. What is the exact terminal command?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses python3 scripts/fire_cards_to_epub.py assets/my-notes.json.	Missed	Passed
Includes flag --out assets/my-notes.epub.	Missed	Passed
Includes flag --download-copy assets/download.epub.	Missed	Passed

case-07 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md144 lines5 filesincludes scripts

FIRE Card to EPUB

Turn FIRE analysis cards into a small validated EPUB book.

Use this skill when the user asks:

FIRE 卡片變成電子書
把分析卡做成 EPUB
教我怎麼從 FIRE 到電子書
上傳 GitHub 成為技能，附上電子書檔案
把 Obsidian 知識卡整理成 EPUB

This skill bridges two workflows:

Source Skill	Role
`fire-analysis-card`	Analyze article/note material into Fact, Index, Relation, Encyclopedia
`project-note-json-to-epub`	Package structured notes into EPUB with TOC, index, links, and validation

Core Workflow

Create or collect FIRE cards.
- Each card should have a stable code, title, body, keywords, and optional fire_card.
- Keep each body chunk compact: one concept per card.
Build a project-note JSON manuscript.
- Use assets/fire-to-epub-tutorial.json as the starting schema.
- Required top-level fields: title, creator, language, chunks.
- Optional but recommended fields: subtitle, index, orthogonal_check.
Generate EPUB.

python3 scripts/fire_cards_to_epub.py assets/fire-to-epub-tutorial.json --out assets/fire-to-epub-tutorial.epub --download-copy assets/download.epub

Verify the output.
- The script validates XML, href targets, anchors, backlink counts, index links, and file type.
- Delivery is acceptable only when errors: 0.

Track record

Benchmark

21 / 22

test cases passed, vs 8 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

twhsi / skills

skills/fire-card-to-epub/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 4 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

twhsi/project-note-json-to-epubConvert structured project-note JSON manuscripts into validated EPUB and optional Kindle-clickable PDF files. Use when the user asks to turn project notes, book-system JSON, FIRE-indexed notes, Luhmann/Zettelkasten numbered chunks, table-of-contents cards, index cards, cross-linked project notes, or manuscript JSON into an EPUB/PDF with chapter directories, keyword index cards, weighted links, bidirectional backlinks, versioned filenames, chapter-splitting plans, and full link testing.Close match+45 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

FIRE Card to EPUB

Core Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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