QA Source Index

OrganizationPopular

agentscope-ai

QA_source_index

Maps topics and keywords from user questions to QwenPaw official documentation paths and common source code entry points, reducing blind searching. Intended for the built-in QA Agent to quickly identify which files to read when answering questions about installation, configuration, skills, MCP, multi-agent, memory, CLI, etc.

Overview

Publisher	agentscope-ai
Repository	`QwenPaw`
Skill name	`QA_source_index`
Stars	35.6K
Forks	3.2K
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by agentscope-ai on GitHub. Read the source before you install it.

Installation

Install the QA Source Index AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/agentscope-ai/QwenPaw/tree/main/src/qwenpaw/agents/skills/QA_source_index-en
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/agentscope-ai/QwenPaw/tree/main/src/qwenpaw/agents/skills/QA_source_index-en

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/agentscope-ai/QwenPaw.git /tmp/QwenPaw
mkdir -p .claude/skills
cp -r /tmp/QwenPaw/src/qwenpaw/agents/skills/QA_source_index-en .claude/skills/QA_source_index

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable QA Source Index in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads QA Source Index on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so QA Source Index is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Documentation and Source Code Quick Reference

When answering questions about installation, configuration, or behavioral principles, first classify by keyword, then open 1–2 paths most likely to contain the answer from the table below, avoiding aimless directory traversal.

Usage Steps

Extract the topic from the user's question (match against the left column or synonyms in the table below).
Resolve $QWENPAW_ROOT: use which qwenpaw to get the executable path. If it is …/.qwenpaw/bin/qwenpaw, the source root is three levels up (consistent with the guidance skill); otherwise, determine it from the user-provided installation path.
Resolve $DOCS_DIR first (cross-install compatible): run python3 -c "from qwenpaw.constant import DOCS_DIR; print(DOCS_DIR or '')" 2>/dev/null. If it returns a valid path, use it directly. Otherwise, fallback to $QWENPAW_ROOT/website/public/docs/.
Read documentation first: $DOCS_DIR/<topic>.<language>.md (use the same language as the user: zh / en.). If that is insufficient, read the source entry points listed in the table.

Topic / Keywords → Preferred Documentation and Source Code

Topic or Keywords (examples)	Preferred Documentation (`$DOCS_DIR/`)	Common Source Entry Points (relative to `$QWENPAW_ROOT`)
Installation, dependencies, getting started	`quickstart`, `intro`	`src/qwenpaw/cli/`, `pyproject.toml`
Configuration, config.json, environment variables	`config`	`src/qwenpaw/config/config.py`, `src/qwenpaw/constant.py`
Skills, SKILL, skill_pool, built-in skills	`skills`	`src/qwenpaw/agents/skill_system/`, `src/qwenpaw/agents/skills/`
MCP, plugins	`mcp`	`src/qwenpaw/app/routers/` (grep `mcp` as needed)
Multi-agent, workspace, agent, built-in QA	`multi-agent`	`src/qwenpaw/app/routers/agents.py`, `src/qwenpaw/app/migration.py`, `src/qwenpaw/constant.py` (`BUILTIN_QA_AGENT_ID`, etc.)
Memory, MEMORY, memory_search	`memory`	`src/qwenpaw/agents/memory/memory_manager.py`, `src/qwenpaw/agents/tools/memory_search.py`
Console, frontend	`console`	`console/`
CLI, subcommands, init	`cli`	`src/qwenpaw/cli/` (e.g., `init_cmd.py`)
Channels, sessions	`channels`	Search for `channels` keyword under `src/qwenpaw`
Context, window	`context`	`config` docs + related logic in `src/qwenpaw/agents/`
Models, API Key	`models`	`src/qwenpaw/config/config.py`
Heartbeat, HEARTBEAT	`heartbeat`	Search for `heartbeat` / `HEARTBEAT` under `src/qwenpaw`
Desktop client	`desktop`	`desktop/` (if present in the repository)
Security	`security`	Read `security.<lang>.md` first
Errors, FAQ	`faq`	Read `faq.<lang>.md` first, then examine source code as needed
Commands and slash commands	`commands`	CLI/command registration modules under `src/qwenpaw` (search as needed)

Conventions

Full documentation path: $DOCS_DIR/<topic>.<language>.md (fall back to .en.md if the corresponding language file does not exist). Prefer DOCS_DIR from qwenpaw.constant; fallback to $QWENPAW_ROOT/website/public/docs/.
The source entry points in the table are starting points; use read_file or targeted grep to narrow down to specific symbols — do not read through an entire large directory listing at once.

Notes

This skill does not replace read_file: after identifying candidate paths, you should immediately read and verify the content.
If a path does not exist locally (e.g., an installation tree without source code), use the installed documentation package or the root directory provided by the user, and clearly state which path you are relying on.

Frequently asked questions

What does the QA Source Index AI skill do?

Why use QA Source Index on TypingMind?

Because you install it once and use it with any model. QA Source Index is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install QA Source Index in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/agentscope-ai/QwenPaw/tree/main/src/qwenpaw/agents/skills/QA_source_index-en. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use QA Source Index?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with QA Source Index?

As many as you like. As long as a model supports skills, you can use QA Source Index with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the QA Source Index AI skill free?

Yes. It is published on GitHub by agentscope-ai under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Documentation and Source Code Quick Reference

Usage Steps

Topic / Keywords → Preferred Documentation and Source Code

Conventions

Notes

Frequently asked questions

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