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recensa
Recensa is a self-hosted web viewer that indexes Claude Code session transcripts into a local SQLite database, enabling full-text search, replay, and audit of all past agent conversations without uploading data anywhere.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它强调上下文经济性和角色分离，只生成项目证据严格证明必要的代理，并提供清晰的验证等级（L0–L5），避免推测性代理膨胀。
适合谁使用
- 使用 OpenAI Codex 或 Claude Code 并希望获得结构化代理包的开发者
- 想减少 token 浪费和维护开销的项目维护者
- 需要审计现有代理包的路由、角色分离和验证声明的团队
- 评估新仓库最小代理设计的 AI 工具集成者
典型使用场景
- 从项目的 README 和仓库结构设计一个最小代理包
- 审计现有的成熟代理包，识别过时代理、路由问题或缺失验证
- 生成面向客户或内部的验证等级报告，记录代理包质量
- 同时为 Codex（通过技能安装）和 Claude Code（通过文件模板）创建入门模板
项目优势
- 强制执行最小代理设计原则——只包含当前项目证据支持的代理，避免推测性开销
- 提供清晰的验证等级框架（L0–L5）和明确的声明规则，防止过度声称运行时就绪
- 从单一仓库同时支持 Codex（可安装技能）和 Claude Code（基于文件的入门包）
- 包含成熟的审计模式（`validate_pack.py --profile mature-existing-pack`），无需起始包形状即可检查路由、角色分离和 token 经济性
使用前须知
- Codex 安装需手动复制（未来仅在必要时提供安装器），没有包管理器集成
- 生成的代理包验证仅达 L2（结构一致性）；更高等级（L3–L5）需要单独记录的项目特定试验
- Claude Code 支持基于文件，不是原生安装，需要用户手动复制入门模板
README 快速开始
agent-pack-designer
Design minimal sufficient, validation-driven AI agent packs for Codex and Claude Code from project descriptions, README files, technical specs, or existing repository evidence.
agent-pack-designer is a portable Codex skill for creating or auditing project-specific agent packs that are intentionally scoped to the repository's real workflows, risks, and validation evidence. It designs the smallest role set that can handle the work responsibly: context routing, primary workflow ownership, risk or domain review, validation review, and optional trigger-only roles such as architecture, red-team, security, data quality, or release review when the project evidence justifies them.
It focuses on context economy, role separation, reviewer ownership, validation levels, and evidence boundaries, while avoiding speculative agents that add maintenance cost without improving reliability.
It helps produce:
AGENTS.mdfor Codex project rules.CLAUDE.mdfor Claude Code project memory when Claude Code is in scope.agents/context_router.mdfor choosing the minimum useful context.- one primary project-specific workflow agent.
- one risk or domain reviewer only when a concrete recurring risk or review workflow justifies it.
agents/validation_reviewer.mdfor evidence and validation claims.agents/task_spec_short.mdfor non-trivial tasks.- optional extra agents only when current project evidence justifies them.
How This Differs
agent-pack-designer is a design and audit skill, not a large agent marketplace or runtime synchronizer.
| Nearby project type | What it usually does | How agent-pack-designer differs |
|---|---|---|
Config and pack synchronizers such as anywhere-agents | Keep shared rules, skills, hooks, and pack selections in sync across tools and repositories | Designs or audits the smallest project-specific pack from repository evidence before anything needs to be synchronized |
Broad methodology frameworks such as [superpowers](https://github.com/obr |
项目描述
Design minimal AI agent packs for Codex and Claude from project descriptions.
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