Agent skill

Python SDK

by aiskillstore in aiskillstore/marketplace

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models.

No licenceAuto-check passedBackend & APIs

Install Python SDK

skills CLI
$ npx skills add aiskillstore/marketplace --skill python-sdk -a claude-code

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

GitHub CLI
$ gh skill install aiskillstore/marketplace python-sdk --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/inferen-sh/python-sdk .claude/skills/python-sdk && 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
python-sdk
GitHub stars
430
Used in
1 other repo
Token cost
~2.8k tokens
SKILL.md length
243 words
Files
8 (incl. references)
Skills in repo
1,085
Repo updated
First seen
Licence
None found

At a glance

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models.

  • : Python integration
  • SKILL.md covers Quick Start, Installation, Authentication and Running Apps, plus 10 more sections
  • Calls npx and pip; reaches hooks.slack.com; needs INFERENCE_API_KEY and SLACK_SECRET
  • Agent development

What it does

Python SDK is an agent skill from aiskillstore/marketplace. Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh). Supports sync/async, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, and human approval. Use for: Python integration, AI apps, agent development, RAG pipelines, automation. Triggers: python sdk, inferencesh, pip install, python api, python client, async inference, python agent, tool builder python, programmatic ai, python…

Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `references/agent-patterns.md`, `references/async-patterns.md` and `references/files.md`).

It sits in Backend & APIs, covering File uploads and storage. It works with Python and OpenAI. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • : Python integration
  • Agent development

Example prompts

  • “/python-sdk”

Requirements

  • Python 3
  • Node.js
  • A credential in INFERENCE_API_KEY
  • A credential in SLACK_SECRET
  • Pre-approved tools (allowed-tools): Bash(pip install inferencesh), Bash(python *)

What it can do on your machine

Read from SKILL.md and the folder at commit 4ac52da. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(pip install inferencesh)
    • Bash(python *)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npx
    • pip

    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:

    • hooks.slack.com

    Also links to:

    • inference.sh
    • cloud.inference.sh

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

  • Credentials

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

    • INFERENCE_API_KEY
    • SLACK_SECRET

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

Context cost

Python SDK loads about 2.8k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 136 tokens; SKILL.md has 243 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~136
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 243 words (~2,800 tokens).

“Build AI applications with the inference.sh Python SDK.”

— opening of SKILL.md by aiskillstore
name
python-sdk
allowed-tools
Bash(pip install inferencesh), Bash(python *)

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files (references) in skills/inferen-sh/python-sdk of aiskillstore/marketplace.

  • SKILL.md
  • references/agent-patterns.md
  • references/async-patterns.md
  • references/files.md
  • references/sessions.md
  • references/streaming.md
  • references/tool-builder.md
  • skill-report.json

Open the folder on GitHubat commit 4ac52da

Used in 1 other repository

We found 9 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Python SDK 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.

Python SDK compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Python SDK this skillaiskillstore/marketplace4301 repos~2.8kAutomated safety check: PassNone
Edgeone Makers ToolsTencentEdgeOne/edgeone-makers-tools1.9k1 repos~516Automated safety check: PassMIT
Stripe Best Practiceskanchengw/cnllm1753 repos~925Automated safety check: PassApache-2.0
Upgrade Stripekanchengw/cnllm1754 repos~1.4kAutomated safety check: PassApache-2.0
Opensource Guide Coachcalf-ai/calfkit-sdk1491 repos~2.1kAutomated safety check: PassApache-2.0
PhidownESA-PhiLab/phidown105—~1kAutomated safety check: PassApache-2.0

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Works with

Questions about Python SDK

What does Python SDK do?

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Python SDK is an agent skill from aiskillstore/marketplace.sh - run AI apps, build agents, and integrate with 150+ models.

When should I use Python SDK?

Python SDK fits situations like: : Python integration; agent development.

How do I install Python SDK in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill python-sdk -a claude-code`. Or copy the skill folder (skills/inferen-sh/python-sdk in aiskillstore/marketplace) into .claude/skills/python-sdk in your project. Claude Code loads it when a task matches its description.

How do I install Python SDK in Codex?

Run `npx skills add aiskillstore/marketplace --skill python-sdk -a codex`. Or copy the skill folder (skills/inferen-sh/python-sdk in aiskillstore/marketplace) into .agents/skills/python-sdk in your project. Codex loads it when a task matches its description.

Can I use Python SDK 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 aiskillstore/marketplace --skill python-sdk -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/python-sdk, .gemini/skills/python-sdk, .github/skills/python-sdk and .opencode/skills/python-sdk in your project.

What does Python SDK need to run?

Going by SKILL.md and its folder, Python SDK needs the command-line tools its instructions call (npx and pip) and credentials named INFERENCE_API_KEY and SLACK_SECRET. Our summary lists: Python 3; Node.js; A credential in INFERENCE_API_KEY; A credential in SLACK_SECRET. Its frontmatter pre-approves these tools: Bash(pip install inferencesh), Bash(python *).

Does Python SDK access the network?

SKILL.md names 3 domains. In commands or code: hooks.slack.com; the agent is likely to contact it when it follows the instructions. As links in the text: inference.sh and cloud.inference.sh. This is read from the text; nothing was executed.

Is Python SDK 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. Review the folder before installing.

What licence does Python SDK use?

No licence was found for Python SDK or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Python SDK use?

About 2.8k tokens (SKILL.md is roughly 11k 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 11k tokens, read only when the agent opens those files.

What are the alternatives to Python SDK?

Skills that share tags, products or a category with Python SDK: Edgeone Makers Tools (TencentEdgeOne/edgeone-makers-tools, 1.9k stars), Stripe Best Practices (kanchengw/cnllm, 175 stars), Upgrade Stripe (kanchengw/cnllm, 175 stars) and Opensource Guide Coach (calf-ai/calfkit-sdk, 149 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Python SDK?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.