Agent skill

Agnes Free Text

by kangarooking in kangarooking/agnes-free-model-skills

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation.

MITAuto-check passedAI & LLM Engineering

Install Agnes Free Text

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a claude-code

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

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text --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/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agnes-free-text .claude/skills/agnes-free-text && 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/

Paste into Claude Code

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .claude/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agnes-free-text .agents/skills/agnes-free-text && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .agents/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agnes-free-text .cursor/skills/agnes-free-text && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .cursor/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/kangarooking/agnes-free-model-skills.git --path agnes-free-text

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agnes-free-text .gemini/skills/agnes-free-text && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .gemini/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/agnes-free-text .github/skills/agnes-free-text && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .github/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install kangarooking/agnes-free-model-skills agnes-free-text --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kangarooking/agnes-free-model-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agnes-free-text .opencode/skills/agnes-free-text && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "agnes-free-text" agent skill from https://github.com/kangarooking/agnes-free-model-skills/tree/main/agnes-free-text into .opencode/skills/agnes-free-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agnes-free-text", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: agnes-free-text
GitHub stars: 199
Token cost: ~630 tokens
SKILL.md length: 211 words
Files: 4 (incl. scripts, references)
Skills in repo: 3
Repo updated: Jun 1, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation.

Works in 5 steps: Clarify whether the user wants a direct… → Use scripts/agnes_text.py for repeatable… → Keep the model fixed to agnes-2.0-flash… → …
The user asks for 免费文本
SKILL.md covers Credential Rule, Quick Start, Workflow and Notes, plus 1 more section
Runs Python scripts from its folder; calls python3; reaches apihub.agnes-ai.com; needs AGNES_API_KEY and AGNES_TOKEN

What it does

Agnes Free Text is an agent skill from kangarooking/agnes-free-model-skills. Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation. Use when the user asks for 免费文本, 免费的文本模型, free text API, Agnes text, Agnes-2.0-Flash, free LLM calls, or wants to use a free chat/completion model through an Agent skill.

Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/api.md` and `scripts/agnes_text.py`).

It sits in AI & LLM Engineering, covering LLM API integration and Structured output and tool calling. It works with OpenAI. The repository describes itself as: Agnes AI 免费文本、图片、视频模型的 Codex/Agent Skills. The licence is MIT.

When your agent uses it

The user asks for 免费文本
Agnes-2.0-Flash
Wants to use a free chat/completion model through an Agent skill

Example prompts

“/agnes-free-text”

Requirements

Python 3
A credential in AGNES_API_KEY
A credential in AGNES_TOKEN

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

Clarify whether the user wants a direct answer, JSON-like structured output, coding help, or streaming output.
Use scripts/agnes_text.py for repeatable calls. Prefer --dry-run first when parameters are complex.
Keep the model fixed to agnes-2.0-flash unless the API docs are updated.
For multi-turn context, pass repeated --message role:content values instead of flattening the conversation into one prompt.
For tool calling, pass --tools-json as either an inline JSON array or a path to a JSON file.

What it can do on your machine

Read from SKILL.md and the folder at commit f5cb579. 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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python3
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:
- apihub.agnes-ai.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- AGNES_API_KEY
- AGNES_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agnes Free Text loads about 630 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 211 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~85
When it runs · the whole SKILL.md, loaded when a task matches: ~630
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~1.4k

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 kangarooking/agnes-free-model-skills at commit f5cb579, republished under its MIT licence (© kangarooking). 211 words, ~630 tokens.

Download SKILL.mdSave it as .claude/skills/agnes-free-text/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: agnes-free-text
description: Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation. Use when the user asks for 免费文本, 免费的文本模型, free text API, Agnes text, Agnes-2.0-Flash, free LLM calls, or wants to use a free chat/completion model through an Agent skill.

Agnes Free Text

Use this skill to call Sapiens AI's Agnes-2.0-Flash text model through the Agnes API.

Credential Rule

Read the API key from the environment. Do not hardcode keys in prompts, scripts, skill files, commits, or shell history.

Preferred variable:

bash

export AGNES_API_KEY="..."

The helper also accepts AGNES_TOKEN as a fallback.

Quick Start

Run a normal chat completion:

bash

python3 scripts/agnes_text.py chat \
  --prompt "用三句话解释 Agent 为什么需要工具调用"

Use a system prompt and save the raw response JSON:

bash

python3 scripts/agnes_text.py chat \
  --system "You are a concise technical writer." \
  --prompt "Explain tool calling for a beginner." \
  --output-json ./outputs/agnes-free-text/response.json

Pass tool definitions from JSON:

bash

python3 scripts/agnes_text.py chat \
  --prompt "Decide whether a weather tool is needed." \
  --tools-json ./tools.json \
  --tool-choice auto

Validate the request shape without calling the API:

bash

python3 scripts/agnes_text.py chat \
  --prompt "Write a short product intro." \
  --max-tokens 300 \
  --dry-run

Workflow

Clarify whether the user wants a direct answer, JSON-like structured output, coding help, or streaming output.
Use scripts/agnes_text.py for repeatable calls. Prefer --dry-run first when parameters are complex.
Keep the model fixed to agnes-2.0-flash unless the API docs are updated.
For multi-turn context, pass repeated --message role:content values instead of flattening the conversation into one prompt.
For tool calling, pass --tools-json as either an inline JSON array or a path to a JSON file.

Notes

Endpoint: POST https://apihub.agnes-ai.com/v1/chat/completions
Model: agnes-2.0-flash
Request shape is compatible with OpenAI Chat Completions.
Supported features include system prompts, multi-turn messages, streaming, tool definitions, and tool choice.
If the API returns an authorization error, check AGNES_API_KEY first.

Reference

Read references/api.md when you need endpoint details, response fields, tool-calling shape, or streaming examples.

Files

SKILL.md and 3 other files (scripts, references) in agnes-free-text of kangarooking/agnes-free-model-skills.

SKILL.md
agents/openai.yaml
references/api.md
scripts/agnes_text.py

Open the folder on GitHubat commit f5cb579

Compare with similar skills

Agnes Free Text 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.

Agnes Free Text compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Agnes Free Text this skillkangarooking/agnes-free-model-skills	199	—	~630	Automated safety check: Pass	MIT	4 mo ago
Instructor Structured LLM OutputsOrchestra-Research/AI-Research-SKILLs	13k	6 repos	~4.2k	Automated safety check: Pass	MIT	3 mo ago
Venice Chatveniceai/skills	143	—	~5.9k	Automated safety check: Pass	MIT	4 days ago
Azure Openai To Responsesmicrosoft/ai-agents-for-beginners	77k	—	~6k	Automated safety check: Notes	MIT	20 days ago
Afmscouzi1966/maclocal-api	346	—	~1.2k	Automated safety check: Pass	MIT	yesterday
Azure Openai To Responsesmicrosoft/ai-agents-for-beginners	77k	—	~6k	Automated safety check: Notes	MIT	20 days ago

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Works with

OpenAI

Questions about Agnes Free Text

What does Agnes Free Text do?

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation. Agnes Free Text is an agent skill from kangarooking/agnes-free-model-skills. Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation.

When should I use Agnes Free Text?

Agnes Free Text fits situations like: the user asks for 免费文本; agnes-2.0-Flash; wants to use a free chat/completion model through an Agent skill.

How do I install Agnes Free Text in Claude Code?

Run `npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a claude-code`. Or copy the skill folder (agnes-free-text in kangarooking/agnes-free-model-skills) into .claude/skills/agnes-free-text in your project. Claude Code loads it when a task matches its description.

How do I install Agnes Free Text in Codex?

Run `npx skills add kangarooking/agnes-free-model-skills --skill agnes-free-text -a codex`. Or copy the skill folder (agnes-free-text in kangarooking/agnes-free-model-skills) into .agents/skills/agnes-free-text in your project. Codex loads it when a task matches its description.

Can I use Agnes Free Text 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 kangarooking/agnes-free-model-skills --skill agnes-free-text -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agnes-free-text, .gemini/skills/agnes-free-text, .github/skills/agnes-free-text and .opencode/skills/agnes-free-text in your project.

What does Agnes Free Text need to run?

Going by SKILL.md and its folder, Agnes Free Text needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named AGNES_API_KEY and AGNES_TOKEN. Our summary lists: Python 3; A credential in AGNES_API_KEY; A credential in AGNES_TOKEN.

Does Agnes Free Text access the network?

SKILL.md names 1 domain. In commands or code: apihub.agnes-ai.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Agnes Free Text 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 Agnes Free Text use?

Agnes Free Text 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 Agnes Free Text use?

About 630 tokens (SKILL.md is roughly 2.5k 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 723 tokens, read only when the agent opens those files.

What are the alternatives to Agnes Free Text?

Skills that share tags, products or a category with Agnes Free Text: Instructor Structured LLM Outputs (Orchestra-Research/AI-Research-SKILLs, 13k stars), Venice Chat (veniceai/skills, 143 stars), Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars) and Afm (scouzi1966/maclocal-api, 346 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agnes Free Text?

kangarooking (a GitHub user) maintains it in kangarooking/agnes-free-model-skills, which has 199 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on June 1, 2026.

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

Install Agnes Free Text

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Agnes Free Text

Credential Rule

Quick Start

Workflow

Notes

Reference

Files

Compare with similar skills

Similar skills

More from kangarooking/agnes-free-model-skills

Related

Questions about Agnes Free Text