@Sanster
Creator · Sanster
Last updated · Sep 1, 2026
Text Renderer
REVIEW · 72Community indexed
Generate text images for training deep learning ocr model
Creator · Sanster
Last updated · Sep 1, 2026
Generate text images for training deep learning ocr model
Sandbox only
Install targets
Codex install prompt
Install the "Text Renderer" agent skill from https://github.com/Sanster/text_renderer. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate text images for training deep learning ocr model After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"sanster-text-renderer","task":"Install Text Renderer","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Document processing
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Sanster/text_renderer
Maintenance
stale
5y since push
Risk
Needs review
Repository appears stale
GitHub quality
1.5K
72/100 Quality · 80/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
1.5K GitHub stars
Repo activity
1.5K stars, 387 forks
Maintenance
5y since push
License
MIT
Install
npx skills add Sanster/text_renderer
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add Sanster/text_rendererDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Text%20Renderer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Text%20Renderer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/sanster-text-renderer/install
Agent should check
Copy prompt
Task: Use Text Renderer in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Text%20Renderer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/sanster-text-renderer/install
Install command: npx skills add Sanster/text_renderer
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/sanster-text-renderer/install
LLM text format
/api/skills/sanster-text-renderer/install?format=text
Find alternatives
/api/skills/search?q=Text%20Renderer&limit=3
Agent prompt
Use Text Renderer for this task. Review https://www.openagentskill.com/api/skills/sanster-text-renderer/install, then install with: npx skills add Sanster/text_rendererRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/sanster-text-renderer
LLM text
/api/registry/manifest/sanster-text-renderer?format=text
Install alias
/api/registry/install/sanster-text-renderer
Recommend
/api/registry/recommend?task=Use%20Text%20Renderer%20in%20an%20agent%20workflow&limit=3
Agent fit
Document processing
Use-case tags
Platforms
Python, OCR, Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Document processing
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS1.5K GitHub stars
Stars/forks activity
PASS1.5K stars, 387 forks; issue activity unavailable in current metadata
Recent maintenance
FIX5y since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Python tool for converting files and office documents to Markdown.
#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere
🪐 Markdown with superpowers: from ideas to papers, presentations, websites, books, and knowledge bases.
Generate text images for training deep learning ocr model
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
1,466 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for Text Renderer, ready for a manual X post.
Before you hand an agent design or creative work, give it a repeatable starting point. Text Renderer: Generate text images for training deep learning ocr model 1.5K stars https://www.openagentskill.com/skills/sanster-text-renderer?ref=x
Listing + install path for Text Renderer: https://www.openagentskill.com/skills/sanster-text-renderer?ref=x Install: npx skills add Sanster/text_renderer
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Community indexed listing is attributed to Sanster but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/sanster-text-renderer?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/sanster-text-renderer?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/sanster-text-renderer/audit)
[](https://www.openagentskill.com/skills/sanster-text-renderer?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Sanster✓
@sanster
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Sandbox only
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Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness