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Paper proposes Skill++, which rewrites only the name and description of incoming agent skills to prevent routing interference in growing skill libraries, raising full-skill selection from 36.4% to 76.3% across 731 skills, three benchmarks, five routers, and the Codex CLI harness.
An introduction to the open-source Agent Skill "learn-from-materials," which converts hundreds of pages of material — PDF, EPUB, Word, PPT, web pages, and more — into an interactive learning website and knowledge base, with citation tracing precise down to page numbers and chapter sections. Compatible with environments like Claude Code, Codex, and Copilot CLI.
Skills Manager is an open-source CLI-first tool for managing and distributing agent skills across Claude Code, Codex, Cursor, and other skill-loading agents from one central hub, with conversation-driven management, multi-source imports, and context-cost tracking.
Anthropic released a 10-page PDF outlining an 8-layer framework for building a personal skill library that lets Claude agents automatically select the right procedure, cutting token usage from ~36K to ~3.9K per request.
A breakdown of a popular AI agent skills/plugin stack: a single donated folder of 528 plugins adopted by 70+ platforms, highlighting top tools like Frontend Design, Superpowers, Context7, Playwright, Code Review, and Claude-Mem built on Agent Skills and MCP.
SkillCT 提出一个多维度智能体技能评估基准，从静态规范、动态行为稳健性与人工辅助三个层面覆盖九个评估维度，并提出无需执行的质量评估基线，可降低评测成本并提升下游任务成功率。
The awesome-gamedev-agent-skills project provides 77 game development Skills covering 12 engines, including Godot, Unity, Unreal, and three.js. It also includes a built-in router that automatically identifies the project’s engine and requirements and loads the corresponding Skills on demand. It is compatible with major AI coding tools such as Claude Code, Cursor, Codex, and Gemini CLI.
A content creator recommends the open-source Agent Skill "diagram-design," which automatically renders long-form text, processes, and relationships into professional single-file HTML+SVG diagrams. It supports 45 chart types, brand customization, and imports from draw.io/Mermaid/Excalidraw, and has already garnered nearly 60,000 Stars.
Chen Cheng read and summarized Lauren Tan (@poteto)'s pstack: it's not 56 independent skills, but a methodology and workflow that lets agents run, validate, and operate applications autonomously. It covers validation skills, feature maps, cross-model review, and outer-loop automation, with a detailed analysis report on the repo attached.
Matt Pocock 发布并推广其开源 agent skills 仓库，包含可组合的工程技能（如 /grill-me 探讨 software-factory），支持 Claude Code、Codex、Copilot、Gemini CLI 等多种编码代理安装使用。
SpatialBrain 是一个通过分离场景证据与推理经验来提升空间推理能力的框架，利用融合空间记忆、可复用技能库和过程记录来引导工具使用，且无需修改视觉-语言骨干网络，在五个空间推理基准上取得了优于或持平直接回答的结果。
Agent4Sci 通过跨 11 个领域的 20 个科学 ML 基准评估前沿编码智能体，发现它们主要靠工程技巧而非领域洞察提升性能，而轻量插件技能可显著改善表现（Claude Opus 从 10.4% 提升至 20.1%）。
讨论 Ramp 新发布的 Glass：一个集中化的 AI 工作区，可跨团队共享上下文和可复用的 agent 技能，并结合动态路由功能，作者思考此类产品是否会成为趋势。
Nessa Labs 分享了 nessa-docs 开源工具：让编码代理在项目 docs/state 中生成 Markdown 系统地图与流程图，并通过本地 Web 应用以可拖拽、可缩放的交互图表浏览，帮助开发者理解和维护代码库状态。
SkillNEO 提出非精英进化优化方法来改进 LLM agent 技能，通过允许低奖励版本继续迭代并分析版本间差异来保留有效步骤、修复失败，使 GPT-5.4 Mini 在 86 项 SkillsBench 任务上平均奖励从 49.1% 提升至 66.4%，且改进后的技能还能提升更强模型的表现。
Dev Skills 是一个为编码代理设计的可复用工作流技能库，把不同代理的测试、提交、失败排查和记忆等决策规范化为 Markdown 指令，灵感来自万智牌（Magic: The Gathering）的组织方式。
dzhng shares his AI-native software engineering principles—deleting abstraction layers, writing apps in Rust compiled to WASM, and letting coding agents run autonomously for 12+ hours—alongside his open-source library of composable agent skills (dzhng/skills) for building software factories with Claude Code, Codex, Cursor, and 70+ other harnesses.
OpenClaw v2026.10.1 发布，带来已安装技能自动发现、MCP Apps 并排交互、完整外部备份与恢复、Mac 桌面端免独立 Node/CLI 安装等大量改进。
SkillMarker 提出一种基于 KGW 的水印方法，用于 AI Agent 技能的所有权验证与泄露追踪，在保证技能功能与事实准确性的同时嵌入强水印信号，并开源了包含嵌入、审计与检测的工具包。
@MinLiBuilds 介绍开源仓库 min-skill，包含 FreeToken-Bots 等 Claude Code 技能与命令行工具，可自动扫描并配置 OpenRouter 每日更新的免费模型，实现零成本的 AI 代理路由。