datdang-dev/manga-context-extractor
studio/services/manga-context-extractor/SKILL.md
Batch manga volume orchestrator — runs OCR across entire manga volume, parses translated output, and synthesizes into manga_context.md timeline files. Upstream to Kana's panel-forensic for atomic processing.
tools
Updated May 5, 2026
$ install --global
skillsauthnpx skillsauth add datdang-dev/light-novel-development manga-context-extractorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 5, 2026, 3:54 AM239.7s2 files scanned
SKILL.md
- name:
- manga-context-extractor
- description:
- Batch manga volume orchestrator — runs OCR across entire manga volume, parses translated output, and synthesizes into manga_context.md timeline files. Upstream to Kana's panel-forensic for atomic processing.
- owner:
- datdang
- version:
- 1.0.0
- tags:
- [manga, batch, ocr, context, pipeline]
- validateWorkflow:
- ./references/workflow.md
- - scene_tag:
- manga|volume|batch|ocr
- - path:
- {{project_root}}/studio/knowledge/glossaries/hentai_lexicon.md
- modules:
- []
Manga Context Extractor
Overview
This skill orchestrates the batch OCR scanning of entire manga volumes, parsing the raw translated output, and synthesizing it into properly formatted manga_context.md files describing the timelines, sequences, and conversations.
On Activation
- Check that you have the path to the target manga volume inside
sources/mangas/.... If the user did not provide it, ask the user before proceeding. - Read the workflow protocol at
{{project_root}}/studio/services/manga-context-extractor/references/workflow.md. - Inform the user what volume you are working on, then proceed with the steps defined in the workflow.
Steps
Review workflow.md for exact execution technicalities.
| Step | Action | Description |
|------|--------|-------------|
| 01 | Language Detect | Verify target folder structure |
| 02 | Batch OCR | Execute batch_manga_ocr.py to generate raw_ocr_dump.md |
| 03 | Context Assembly| Parse dump, group into scenes, output timeline |
| 04 | Cleanup & Handoff| Move context file to source folder, delete dump |
Dependencies
- script:
{{project_root}}/studio/scripts/batch_manga_ocr.py - agent:
{{project_root}}/studio/agents/manga-context-extractor.agent.yaml
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