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kolemaravilla

TokenFlow 词元流

by 马酷 Maku · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install tokenflow
Description
Convert files and URLs to structured text using the TokenFlow API with customizable per-filetype conversion and fallback options.
README (SKILL.md)

TokenFlow

Name: tokenflow
Version: 2.0.0
Description: Convert files and URLs to structured text using the TokenFlow API
Author: Iron Lion International
License: MIT


Overview

This skill enables agents to automatically convert supported file types and URLs to structured text using the TokenFlow API. Configuration happens agent-side — edit config.json to set per-filetype behavior.

Supported Platforms: OpenClaw, Hermes


Requirements

  • TOKENFLOW_API_KEY — Your TokenFlow API key (required)
  • Internet access to reach https://tokenflow.fly.dev

Installation

OpenClaw

openclaw skills install tokenflow

Or manually copy this skill directory to ~/.openclaw/skills/.

Hermes

Copy the tokenflow/ skill directory to ~/.hermes/skills/.


Configuration

Edit config.json in the skill directory:

{
  "apiKey": "your-api-key-here",
  "apiUrl": "https://tokenflow.fly.dev",
  "filetypeBehavior": {
    "docx":   { "action": "convert", "askEachTime": false },
    "xlsx":   { "action": "convert", "askEachTime": true },
    "pdf":    { "action": "convert", "askEachTime": false },
    "audio":  { "action": "convert", "askEachTime": false }
  },
  "outputFormat": "markdown",
  "maxRetries": 1,
  "fallbackBehavior": "use_file"
}

Filetype Behavior

Filetype Extensions action askEachTime
docx .docx, .pptx "convert" or "skip" true = prompt user each time
xlsx .xlsx, .xls, .csv "convert" or "skip" true = prompt user each time
pdf .pdf "convert" or "skip" true = prompt user each time

| audio | .wav, .mp3, .ogg, .flac, .m4a | "convert" or "skip" | true = prompt user each time |

Options

  • outputFormat: "markdown" (default) or "html". Agents should use "markdown".
  • maxRetries: 03. Retry count on failure.
  • fallbackBehavior: "use_file" (use original file on failure) or "fail" (report error)

Supported File Types

  • Documents: .pdf, .docx, .pptx, .html, .htm
  • Spreadsheets: .xlsx, .xls, .csv
  • Data: .json, .xml, .txt, .md
  • Audio: .wav, .mp3, .ogg, .flac, .m4a → transcription
  • Archives: .zip

Agent Behavior

On File Attachment

1. Check if extension is supported
   └─ No → Skip, use file as-is

2. Look up filetypeBehavior in config
   ├─ action = "skip" → Skip
   ├─ askEachTime = true and not explicit → Return shouldAsk signal
   └─ action = "convert" → Proceed

3. For XLSX: call /convert/preview to get sheet names
   └─ If multiple sheets, pass sheets="all"

4. Call TokenFlow API: POST /convert
   Headers: Authorization: Bearer {apiKey}
   Body: multipart/form-data with file + output_format=markdown

5. If success (200):
   └─ Return structured text to agent

6. If failure or empty result:
   ├─ Retries \x3C maxRetries → Retry (step 4)
   ├─ Fallback = use_file → Use original file, log warning
   └─ Fallback = fail → Report error to user

On URL Paste

  1. Detect URL in user message
  2. Call POST /convert/url with {url: "..."}
  3. Return structured text from the webpage

API Integration

POST /convert

curl -X POST "https://tokenflow.fly.dev/convert" \
  -H "Authorization: Bearer ${TOKENFLOW_API_KEY}" \
  -F "[email protected]" \
  -F "output_format=markdown"

Response: JSON with markdown or html field.

POST /convert/preview (XLSX only)

curl -X POST "https://tokenflow.fly.dev/convert/preview" \
  -H "Authorization: Bearer ${TOKENFLOW_API_KEY}" \
  -F "[email protected]"

Response: {"sheets": ["Sheet1", "Sheet2"]}

GET /health

curl "https://tokenflow.fly.dev/health"

GET /usage

curl -H "Authorization: Bearer ${TOKENFLOW_API_KEY}" \
  "https://tokenflow.fly.dev/usage"

POST /convert/url

curl -X POST "https://tokenflow.fly.dev/convert/url" \
  -H "Authorization: Bearer ${TOKENFLOW_API_KEY}" \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com"}'

Error Handling

Scenario Behavior
API key invalid Log error, use original file (if fallback=use_file)
Quota exceeded (429) Report to user: "TokenFlow quota exceeded"
Rate limited (429) Wait 1s, retry once if retries > 0
File too large (413) Skip conversion, use original file
Unsupported format (400) Skip conversion, use original file
API timeout (5s) Fail fast, use original file
Empty result Treat as failure, apply fallback

Changelog

v2.0.0 (2026-05-13)

  • Agent-agnostic: supports OpenClaw and Hermes
  • Configuration moved agent-side (config.json)
  • Per-filetype behavior with askEachTime option
  • PDFs return markdown with base64-embedded images when outputFormat=markdown
  • Standalone image conversion removed (base64 always inflates tokens)

v1.2.0 (2026-05-05)

  • Added persistent config file
  • Added automatic first-run onboarding
  • Added AGENTS.md sync protocol

v1.0.0 (2026-04-27)

  • Initial release

Support

Usage Guidance
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How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install tokenflow
  3. After installation, invoke the skill by name or use /tokenflow
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
TokenFlow v1.0.0 — 2026-04-27 What: File/URL → structured text. Agent-agnostic. Converts: PDF, DOCX, PPTX, XLSX, CSV, audio (transcription), ZIP, URLs. Config: Agent-side config.json — per-filetype rules (convert / skip / ask). API: POST /convert, /convert/url, /convert/preview (XLSX sheets), /health, /usage. Error handling: Quota → tell user. Too large / unsupported → skip. 5xx → retry once, fallback. Install: openclaw skills install tokenflow or drop in ~/.hermes/skills/. Needs: TOKENFLOW_API_KEY + network to tokenflow.fly.dev. Live: tokenflow.ironlion.cc
Metadata
Slug tokenflow
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is TokenFlow 词元流?

Convert files and URLs to structured text using the TokenFlow API with customizable per-filetype conversion and fallback options. It is an AI Agent Skill for Claude Code / OpenClaw, with 99 downloads so far.

How do I install TokenFlow 词元流?

Run "/install tokenflow" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is TokenFlow 词元流 free?

Yes, TokenFlow 词元流 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does TokenFlow 词元流 support?

TokenFlow 词元流 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created TokenFlow 词元流?

It is built and maintained by 马酷 Maku (@kolemaravilla); the current version is v1.0.0.

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