Agent skill

AI Task Hub

by LeoYeAI in LeoYeAI/openclaw-master-skills

AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration.

MITAuto-check passedMedia & Creative

Install AI Task Hub

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill ai-task-hub -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills ai-task-hub --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-task-hub .claude/skills/ai-task-hub && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-task-hub
GitHub stars
2.2k
Token cost
~1.2k tokens
SKILL.md length
462 words
Files
11 (incl. scripts, references)
Skills in repo
1,235
Repo updated
First seen
Licence
MIT

At a glance

AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration.

  • Users need hosted AI outcomes while host runtime manages identity
  • SKILL.md covers When to Use This Skill, Common Requests, Search-Friendly Capability… and Runtime Contract, plus 4 more sections
  • Runs JavaScript scripts from its folder; reaches gateway-api.binaryworks.app; needs AGENT_TASK_TOKEN
  • Tasks that involve Transcription

What it does

AI Task Hub is an agent skill from LeoYeAI/openclaw-master-skills. AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration. Use when users need hosted AI outcomes while host runtime manages identity, credits, payment, and risk control.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `.clawhub/origin.json`, `SKILL.zh-CN.md` and `_meta.json`).

It sits in Media & Creative, covering Transcription, Text to speech and voice and Image editing. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Users need hosted AI outcomes while host runtime manages identity
  • Tasks that involve Transcription
  • Tasks that involve Text to speech and voice

Example prompts

  • “/ai-task-hub”

Requirements

  • Node.js
  • A credential in AGENT_TASK_TOKEN

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 5 files in scripts/ (JavaScript), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • gateway-api.binaryworks.app

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • AGENT_TASK_TOKEN

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AI Task Hub loads about 1.2k tokens when it runs, and up to ~8.2k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 462 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~8.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 462 words, ~1,192 tokens.

Download SKILL.mdSave it as .claude/skills/ai-task-hub/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.
name
ai-task-hub
description
AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration. Use when users need hosted AI outcomes while host runtime manages identity, credits, payment, and risk control.
version
3.1.4

AI Task Hub

Formerly skill-hub-gateway.

Public package boundary:

  • Only orchestrates portal.skill.execute, portal.skill.poll, and portal.skill.presentation.
  • Does not exchange api_key or userToken inside this package.
  • Does not handle recharge or payment flows inside this package.
  • Assumes host runtime injects short-lived task tokens and attachment URLs.

Chinese documentation: SKILL.zh-CN.md

When to Use This Skill

Use this skill when the user asks to:

  • detect people, faces, hands, keypoints, or tags from images
  • remove backgrounds or generate cutout/matting results for products or portraits
  • transcribe uploaded audio into text (speech to text, audio transcription)
  • generate speech from text input (text to speech, voice generation)
  • convert uploaded files into markdown (document to markdown)
  • start async jobs and check status later (poll, check job status)
  • fetch rendered visual outputs such as overlay, mask, and cutout
  • run embedding or reranking tasks for retrieval workflows

Common Requests

Example requests that should trigger this skill:

  • "Detect faces in this image and return bounding boxes."
  • "Tag this image and summarize the main objects."
  • "Remove the background from this product photo."
  • "Create a clean cutout from this portrait image."
  • "Transcribe this meeting audio into text."
  • "Generate speech from this paragraph."
  • "Convert this PDF file into markdown."
  • "Start this job now and let me poll the run status later."
  • "Fetch overlay and mask files for run_456."
  • "Generate embeddings for this text list and rerank the candidates."

Search-Friendly Capability Aliases

  • vision aliases: face detection, human detection, person detection, image tagging
  • background aliases: remove background, background removal, cutout, matting, product-cutout
  • asr aliases: speech to text, audio transcription, transcribe audio
  • tts aliases: text to speech, voice generation, speech synthesis
  • markdown_convert aliases: document to markdown, file to markdown, markdown conversion
  • poll aliases: check job status, poll long-running task, async run status
  • presentation aliases: rendered output, overlay, mask, cutout files
  • embeddings/reranker aliases: vectorization, semantic vectors, relevance reranking
Show full SKILL.md (164 more words)Show less

Runtime Contract

Default API base URL: https://gateway-api.binaryworks.app

Action to endpoint mapping:

  • portal.skill.execute -> POST /agent/skill/execute
  • portal.skill.poll -> GET /agent/skill/runs/:run_id
  • portal.skill.presentation -> GET /agent/skill/runs/:run_id/presentation

Auth Contract (Host-Managed)

Every request must include:

  • X-Agent-Task-Token: <jwt_or_paseto>

Recommended token claims:

  • sub (user_id)
  • agent_uid
  • conversation_id
  • scope (execute|poll|presentation)
  • exp
  • jti

CLI argument order for scripts/skill.mjs:

  • [agent_task_token] <action> <payload_json> [base_url]
  • If token arg is omitted, script reads AGENT_TASK_TOKEN from environment.
  • Host runtime should refresh and inject short-lived AGENT_TASK_TOKEN automatically to avoid user-facing auth friction.

Payload Contract

  • portal.skill.execute: payload requires capability and input.
  • payload.request_id is optional and passed through.
  • portal.skill.poll and portal.skill.presentation: payload requires run_id.
  • portal.skill.presentation supports include_files (defaults to true).

Attachment normalization:

  • Prefer explicit image_url / audio_url / file_url.
  • attachment.url is mapped to target media field by capability.
  • Local file_path is disabled in the published package.
  • Host must upload chat attachments first, then pass URL fields.
  • Example host upload endpoint: /api/blob/upload-file.

Error Contract

  • Preserve gateway envelope: request_id, data, error.
  • Preserve POINTS_INSUFFICIENT and pass through error.details.recharge_url.

Bundled Files

  • scripts/skill.mjs
  • scripts/agent-task-auth.mjs
  • scripts/base-url.mjs
  • scripts/attachment-normalize.mjs
  • scripts/telemetry.mjs (compatibility shim)
  • references/capabilities.json
  • references/openapi.json
  • SKILL.zh-CN.md

© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 10 other files (scripts, references) in skills/ai-task-hub of LeoYeAI/openclaw-master-skills.

  • SKILL.md
  • .clawhub/origin.json
  • SKILL.zh-CN.md
  • _meta.json
  • references/capabilities.json
  • references/openapi.json
  • scripts/agent-task-auth.mjs
  • scripts/attachment-normalize.mjs
  • scripts/base-url.mjs
  • scripts/skill.mjs
  • scripts/telemetry.mjs

Open the folder on GitHubat commit e5199b5

Compare with similar skills

AI Task Hub next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AI Task Hub compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Task Hub this skillLeoYeAI/openclaw-master-skills2.2k—~1.2kAutomated safety check: PassMIT
Elevenlabs Core Workflow Bjeremylongshore/tons-of-skills-marketplace2.8k—~1.6kAutomated safety check: PassMIT
HyperFrames Media Useheygen-com/hyperframes60k—~2.4kAutomated safety check: PassApache-2.0
Media Useedenfunf/reelmimic1.9k1 repos~2kAutomated safety check: PassMIT
Hyperframesscott-fryxell/brayness125—~3.2kAutomated safety check: PassMIT
Voice Isolatorelevenlabs/skills482—~923Automated safety check: PassMIT

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Questions about AI Task Hub

What does AI Task Hub do?

AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration. AI Task Hub is an agent skill from LeoYeAI/openclaw-master-skills. AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration.

When should I use AI Task Hub?

AI Task Hub fits situations like: users need hosted AI outcomes while host runtime manages identity; tasks that involve Transcription; tasks that involve Text to speech and voice.

How do I install AI Task Hub in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill ai-task-hub -a claude-code`. Or copy the skill folder (skills/ai-task-hub in LeoYeAI/openclaw-master-skills) into .claude/skills/ai-task-hub in your project. Claude Code loads it when a task matches its description.

How do I install AI Task Hub in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill ai-task-hub -a codex`. Or copy the skill folder (skills/ai-task-hub in LeoYeAI/openclaw-master-skills) into .agents/skills/ai-task-hub in your project. Codex loads it when a task matches its description.

Can I use AI Task Hub in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoYeAI/openclaw-master-skills --skill ai-task-hub -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-task-hub, .gemini/skills/ai-task-hub, .github/skills/ai-task-hub and .opencode/skills/ai-task-hub in your project.

What does AI Task Hub need to run?

Going by SKILL.md and its folder, AI Task Hub needs JavaScript for the scripts in its folder and credentials named AGENT_TASK_TOKEN. Our summary lists: Node.js; A credential in AGENT_TASK_TOKEN.

Does AI Task Hub access the network?

SKILL.md names 1 domain. In commands or code: gateway-api.binaryworks.app; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is AI Task Hub safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does AI Task Hub use?

AI Task Hub is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AI Task Hub use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7k tokens, read only when the agent opens those files.

What are the alternatives to AI Task Hub?

Skills that share tags, products or a category with AI Task Hub: Elevenlabs Core Workflow B (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), HyperFrames Media Use (heygen-com/hyperframes, 60k stars), Media Use (edenfunf/reelmimic, 1.9k stars) and Hyperframes (scott-fryxell/brayness, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Task Hub?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.

Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.