Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add 0xatd/cheaptokens-skills --skill venice-augmentgit clone --depth 1 https://github.com/0xatd/cheaptokens-skillsWrote 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/0xatd/cheaptokens-skills/venice-augment)<a href="https://agentmods.dev/skills/0xatd/cheaptokens-skills/venice-augment"><img src="https://agentmods.dev/badge/skills/0xatd/cheaptokens-skills/venice-augment/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/0xatd/cheaptokens-skills/venice-augment"><img src="https://agentmods.dev/badge/skills/0xatd/cheaptokens-skills/venice-augment.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 | $0.00109 | $0.01624 |
| Opus 5 | $0.00055 | $0.00812 |
| Sonnet 5 | $0.00022 | $0.00325 |
| Haiku 4.5 | $0.00011 | $0.00162 |
Grade A, and why
venice-augment scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST https://api.venice.ai/api/v1/augment/text-parser \ This is a copy
100% identical to venice-augment — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Venice Augment (text parse / scrape / search)
Three lightweight helpers for agent pipelines that need document text, web pages, or search results without spinning up your own crawler.
| Endpoint | Input | Output | Privacy |
|---|---|---|---|
POST /augment/text-parser |
multipart/form-data file (PDF / DOCX / XLSX / plain text, ≤ 25 MB) |
{ text, tokens } JSON or plain text |
In-memory only, zero retention |
POST /augment/scrape |
{ url } |
{ url, content (markdown), format: "markdown" } |
Zero retention |
POST /augment/search |
{ query, limit?, search_provider? } |
{ query, results: [{ title, url, content, date }] } |
Brave ZDR / Google anonymized; zero retention |
All three accept Bearer API key or SIWE (x402 wallet). All three are priced dynamically ($0.001–$10.00).
POST /augment/text-parser — extract text from documents
Request
Always multipart/form-data:
| Field | Notes |
|---|---|
file |
Required. PDF, DOCX, XLSX, or plain text. Max 25 MB. |
response_format |
json (default) or text. |
curl -X POST https://api.venice.ai/api/v1/augment/text-parser \
-H "Authorization: Bearer $VENICE_API_KEY" \
-F "file=@./contract.pdf" \
-F "response_format=json"
Response
response_format=json:
{
"text": "…extracted plaintext…",
"tokens": 3821
}
response_format=text — raw plaintext body (Content-Type: text/plain).
Tips
tokensis the count of the extracted text — use it to pre-budget a downstream chat request.- Scanned image PDFs are not OCR'd. Run images through a vision model via
/chat/completionsinstead. - Documents are processed in memory only and content is not retained after the response. (Operational metadata like request IDs and error traces may still be logged for debugging — this is a no-content-retention guarantee, not a zero-log guarantee.)
POST /augment/scrape — URL → markdown
Request
{ "url": "https://example.com/article" }
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 · 159 lines · 109 tokens per session scan A e8045a0ffcc3
venice-augment is a skill published in the GitHub repository 0xatd/cheaptokens-skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 109 tokens to every session and 1,624 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to venice-augment, differing in 0 lines, and is treated as a copy.
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