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PaddleOCR Document Parsing Skill · freestylefly | DecimalAI

documentationby freestylefly

PaddleOCR Document Parsing Skill

freestylefly/paddleocr-doc-parsing

Source freestylefly/canghe-skills ↗License Not recorded

Advanced document parsing with PaddleOCR. Returns complete document structure including text, tables, formulas, charts, and layout information. The AI agent extracts relevant content based on user needs.

SkillScore64Maintained

Automatic

Doc Ops pack

Last verified 8/20/2026

What it changes

Passed 11 of 17 test cases with the skill, and 5 of 17 without it.

Without skill32%

With skill64%

Checks it passed that the model alone missed

Specifies running python scripts/smoke_test.py.
Passes --file-type 0 to scripts/vl_caller.py for PDF input.
Passes --file-type 1 to scripts/vl_caller.py for image input.

and 6 more in the full report

7 fixed7 passed either way8 still failing0 broke

Pass-rate lift: +32 pp
Tokens: +120%
Agent turns: 0%
Response time: -60%

Model gemini-3.6-flashMeasured 8/20/2026v114 of 22 cases passed with skill · 17 comparable

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/freestylefly-paddleocr-doc-parsing/SKILL.md https://app.decimal.ai/s/freestylefly-paddleocr-doc-parsing/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add freestylefly-paddleocr-doc-parsing, 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/freestylefly-paddleocr-doc-parsing/ and pins it in .decimal/skills.lock

decimalai skills add freestylefly-paddleocr-doc-parsing

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

curl -fsSL --create-dirs -o .claude/skills/freestylefly-paddleocr-doc-parsing/SKILL.md https://app.decimal.ai/s/freestylefly-paddleocr-doc-parsing/SKILL.md

Raw file: /s/freestylefly-paddleocr-doc-parsing/SKILL.md ↗ · machine-readable summary at /s/freestylefly-paddleocr-doc-parsing.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

The caller script failed with `error: API quota exceeded`. Can you analyze `./invoice.pdf` directly using internal LLM capabilities instead?

What was checked, without and with the skill
Checked	Without skill	With skill
Refuses to perform direct manual parsing when API quota is exceeded.	Missed	Passed
Informs the user that the daily API quota has been exhausted.	Missed	Passed

case-15 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md293 lines10 filesincludes scripts

PaddleOCR Document Parsing Skill

When to Use This Skill

Use Document Parsing for:

Documents with tables (invoices, financial reports, spreadsheets)
Documents with mathematical formulas (academic papers, scientific documents)
Documents with charts and diagrams
Multi-column layouts (newspapers, magazines, brochures)
Complex document structures requiring layout analysis
Any document requiring structured understanding

Use Text Recognition instead for:

Simple text-only extraction
Quick OCR tasks where speed is critical
Screenshots or simple images with clear text

How to Use This Skill

⛔ MANDATORY RESTRICTIONS - DO NOT VIOLATE ⛔

ONLY use PaddleOCR Document Parsing API - Execute the script python scripts/vl_caller.py
NEVER parse documents directly - Do NOT parse documents yourself
NEVER offer alternatives - Do NOT suggest "I can try to analyze it" or similar
IF API fails - Display the error message and STOP immediately
NO fallback methods - Do NOT attempt document parsing any other way

If the script execution fails (API not configured, network error, etc.):

Show the error message to the user
Do NOT offer to help using your vision capabilities
Do NOT ask "Would you like me to try parsing it?"
Simply stop and wait for user to fix the configuration

Basic Workflow

Execute document parsing:

python scripts/vl_caller.py --file-url "URL provided by user" --pretty

Or for local files:

Track record

Benchmark

11 / 17

test cases passed, vs 5 / 17 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

freestylefly / canghe-skills

skills/paddleocr-doc-parsing/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 9 files · scripts

Other skills for the same job

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

openakita/skills@baidu-paddleocr-docPaddleOCR document parsing skill based on PaddleOCR-VL-1.5. Provides SOTA-level document understanding with ultra-high precision recognition and parsing. Use when user needs to parse, extract, or understand document content.Close match+68 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

PaddleOCR Document Parsing Skill

When to Use This Skill

How to Use This Skill

Basic Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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