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Category
Developer Tools
Rank
No. 1126Tools index
Pricing
Open Source
Type
TOOL
GitHub
123 stars
Date

About

Curated collection of skills around the AgentScope ecosystem and CoPaw applications, compatible with Claude Code and Cursor.

What it does

It gives coding assistants reusable operating knowledge rather than adding another application runtime. One pack explains AgentScope concepts, API usage, orchestration patterns, deployment references, and common mistakes. Another defines a file-backed memory routine for retaining project context between stateless sessions.

Why it's ranked here

The collection is narrow but practical. Its AgentScope guidance combines conceptual explanations, runnable patterns, source-checking habits, and a Python inspection helper. The memory pack is also concrete. However, the repository currently documents only two available skills, and installation remains a manual copy process.

What's good

The AgentScope material teaches explicit message passing, model and formatter compatibility, asynchronous agent calls, master-worker composition, and source verification before coding. The inspection helper reads installed library exports and returns signatures with source locations. The memory guidance separates chronological logs from curated long-term knowledge and requires reading before edits.

Tradeoffs

Most value comes from instructional Markdown, so accuracy still depends on assistants following the guidance and checking the installed AgentScope source. The main guide is truncated in the supplied repository text. Setup requires cloning and copying skill directories. The memory workflow assumes local file access and standard operating-system search commands.

How to use it well

Use it when an assistant regularly builds or explains AgentScope applications, especially multi-agent flows, tool use, memory, or deployment patterns. Install only the relevant pack at global or project scope. Treat it as grounded assistant context, not as the AgentScope library, deployment runtime, hosted service, or general-purpose memory database.

Technical notes+

skills/agentscope-skill/SKILL.md supplies framework concepts, examples, verification steps, and repository-browsing guidance. skills/agentscope-skill/scripts/view_module_signature.py imports agentscope, inspect, and Pydantic, traverses exported modules, formats class and function signatures, truncates docstrings, records source line references, and exposes a --module CLI argument. skills/agentscope-skill/scripts/view_pypi_latest_version.sh queries the PyPI JSON endpoint with curl. skills/nano-memory/SKILL.md specifies daily logs plus MEMORY.md, with search-before-read and read-before-edit workflows. .pre-commit-config.yaml configures syntax checks, secret detection, typing, formatting, linting, and encoding checks. .github/workflows/pre-commit.yml runs those hooks on Ubuntu with Python 3.10 for pushes and pull requests.

Observed

License
Apache License 2.0
Install surface
Clone the repository, then manually copy individual skill directories into assistant-specific global or project directories.
Supported assistants
Claude Code and Cursor are explicitly documented.
Interfaces
Assistant knowledge packs, plus a Python command-line helper for inspecting installed AgentScope modules.
Collection structure
The README lists two available skills: agentscope-skill and nano-memory.
Automation
GitHub Actions runs pre-commit checks on Ubuntu with Python 3.10.

Read from README.md, skills/agentscope-skill/scripts/view_module_signature.py, LICENSE, .pre-commit-config.yaml, skills/nano-memory/SKILL.md, .github/workflows/pre-commit.yml, skills/agentscope-skill/SKILL.md, skills/agentscope-skill/references/deployment_guide.md, skills/agentscope-skill/scripts/view_pypi_latest_version.sh, skills/agentscope-skill/references/multi_agent_orchestration.md.

What it can do

  • Provide pre-built skills for AgentScope development

    AgentScope project requirementsReady-to-use skill modules

  • Enable skill integration with Claude Code

    Skill selection and Claude Code environmentIntegrated development workflow

  • Enable skill integration with Cursor

    Skill selection and Cursor IDEEnhanced coding capabilities in Cursor

  • Provide CoPaw application components

    CoPaw application requirementsCompatible application modules

  • Curate and organize skill collections

    Various AgentScope skillsOrganized skill repository

Tags

agentscopeclaude-codecursorskills

Tech Stack

PythonShell

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.