Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/blessonism/openclaw-skills/mineru-extract)<a href="https://agentmods.dev/skills/blessonism/openclaw-skills/mineru-extract"><img src="https://agentmods.dev/badge/skills/blessonism/openclaw-skills/mineru-extract/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/blessonism/openclaw-skills/mineru-extract"><img src="https://agentmods.dev/badge/skills/blessonism/openclaw-skills/mineru-extract.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00072 | $0.00858 |
| Opus 5 | $0.00036 | $0.00429 |
| Sonnet 5 | $0.00014 | $0.00172 |
| Haiku 4.5 | $0.00007 | $0.00086 |
Grade A, and why
mineru-extract scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MinerU Extract (official API)
Use MinerU as an upstream “content normalizer”: submit a URL to MinerU, poll for completion, download the result zip, and extract the main Markdown.
Quick start (MCP-aligned)
We align to the MinerU MCP mental model, but we do not run an MCP server.
- Primary script (MCP-style):
scripts/mineru_parse_documents.py- Input:
--file-sources(comma/newline-separated) - Output: JSON contract on stdout:
{ ok, items, errors }
- Input:
- Low-level script (single URL):
scripts/mineru_extract.py
Auth:
- Set
MINERU_TOKEN(Bearer token from mineru.net)
Default model heuristic:
- URLs ending with
.pdf/.doc/.ppt/.png/.jpg→pipeline - Otherwise →
MinerU-HTML(best for HTML pages like WeChat articles)
1) Configure token (skill-local)
Put secrets in skill root .env (do not paste into chat outputs):
# /home/node/.openclaw/workspace/skills/mineru-extract/.env
MINERU_TOKEN=***
MINERU_API_BASE=https://mineru.net
2) Parse URL(s) → Markdown (recommended)
MCP-style wrapper (returns JSON, optionally includes markdown text):
python3 skills/mineru-extract/scripts/mineru_parse_documents.py \
--file-sources "<URL1>\n<URL2>" \
--language ch \
--enable-ocr \
--model-version MinerU-HTML
If you want the markdown content inline in the JSON (can be large):
python3 skills/mineru-extract/scripts/mineru_parse_documents.py \
--file-sources "<URL>" \
--model-version MinerU-HTML \
--emit-markdown --max-chars 20000
Low-level (single URL, print markdown to stdout):
python3 skills/mineru-extract/scripts/mineru_extract.py "<URL>" --model MinerU-HTML --print > /tmp/out.md
Output
The script always downloads + extracts the MinerU result zip to:
/home/node/.openclaw/workspace/mineru/<task_id>/
It writes:
result.zip- extracted files (Markdown + JSON + assets)
It prints a JSON summary to stderr with paths:
task_id,full_zip_url,out_dir,markdown_path
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 96 lines · 72 tokens per session scan A 6b3653660b97
mineru-extract is a skill published in the GitHub repository blessonism/openclaw-skills (55 stars, last pushed 5mo ago), licensed MIT. It adds 72 tokens to every session and 858 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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