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Tools2026-05-11 · source-backed
Technical preview lets you describe outcomes in plain Markdown instead of YAML and execute via Claude Code, Copilot CLI, or Codex in GitHub Actions. Peli's Agent Factory ships 50+ specialized workflows. Fully open source under MIT.
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It's plain Markdown — an agent skill that strips preamble, recap and closers from output, replacing them with numbered action steps like "Run npm install jsonwebtoken@latest, then edit src/auth.ts:42". Ten rules including capping lists at 5 items, matter-of-fact error language...
GitHub | Go, JavaScript, GitHub Actions GitHub's technical preview of Agentic Workflows — AI-powered CI/CD workflows written in natural language markdown. Supports Copilot, Claude Code, and Codex as underlying agents. Security model: isolated containers, read-only by default,...
5.8k stars, Rust, macOS, ~40 MB versus ~67 MB upstream, keeping full Lua customization. Command-failure recovery with suggested fixes applied via Cmd + Shift + E, natural-language-to-command via # <description>, preconfigured integration for Claude Code, Codex, Gemini CLI, and...
Copilot CLI's August 28 changelog describes a native Rust runtime under a TypeScript terminal interface. Codex is Rust with its own TUI. agent-of-empires (3,158 stars) manages Claude Code, OpenCode, Codex, Gemini CLI and Copilot CLI from a Rust TUI. Headroom's proxy is Rust wi...
Microsoft Research dropped a paper that should change how every builder thinks about their agent configuration files. SkillOpt (arXiv 2605.23904) treats a Markdown document as an external parameter of a frozen LLM and applies learning rate, batch, and momentum concepts in text...
wanshuiyin/HERO-Anti-OverDefense went from creation to 68 stars in a single day. HERO is Hashing, Edge cases, Rubrics, Overbuild, and the claim is that agent over-engineering isn't diffuse but falls into four recognizable shapes suppressible with a portable prompt contract acr...
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