summarization-pydantic-ai: Context Management processor for Pydantic AI agents, providing LLM-powered summarization or zero-cost sliding

by vstorm-co · Agent Tool · ★ 72

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install summarization-pydantic-ai

pip install summarization-pydantic-ai
uv add summarization-pydantic-ai

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsanthropicchatgptclaudecontext-engineeringdeepagentsgeminillmpydantic-aipython

Quick Facts

Stars72
Forks12
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score69/100
Open Issues2
Last Updated2026-10-05
Created2026-01-20
Platformsclaude-code, gemini, python
Est. Tokens~16k

About summarization-pydantic-ai

Context Management for Pydantic AI Automatic Conversation Summarization and History Management Intelligent Summarization — LLM-powered context compression  •  Sliding Window — zero-cost message trimming  •  Limit Warnings — finish-soon guidance before hard caps  •  Context Manager — real-time token tracking + tool truncation  •  Safe...

Compatible Skills

These tools work well together with summarization-pydantic-ai for enhanced workflows:

summarization-pydantic-ai alternative? Top 6 similar tools

Looking for a summarization-pydantic-ai alternative? If you're comparing summarization-pydantic-ai with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • notion-mcp-server by awkoy · ⭐ 179

    Notion MCP server with token auth: connect Claude Code, Claude Desktop, Cursor, VS Code and Codex to Notion pa

  • c4-genai-suite by codecentric · ⭐ 174

    [archived] c4 GenAI Suite

  • airbyte-agent-connectors by airbytehq · ⭐ 115

    🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

  • intellegix-code-agent-toolkit by intellegix · ⭐ 57

    Automated loop driver, slash commands, council automation, MCP browser bridge, and portfolio governance for Cl

  • postman-mcp-server by postmanlabs · ⭐ 325

    Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman coll

  • navigator by alekspetrov · ⭐ 232

    Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exchanges instead of cr

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools