Releases·Tool Release
SkillAdam released as an AI agent skill optimizer plugin for Codex, Claude Code, Cursor, and Copilot
RUC DataLab released SkillAdam, an open-source tool (MIT license, Python 3.10+) that automatically improves AI agent SKILL.md files. It tests a skill on relevant tasks, learns from results and prior revision feedback, and applies only changes that pass evaluation. It ships as integrations for Codex, Claude Code, Cursor Agent, and GitHub Copilot, letting developers optimize skills inside their existing agent.
31 engagement1 sourceSun, Sep 6, 2026, 03:42 PM
AI Overview
- SkillAdam (ruc-datalab, released 2026-09, MIT-licensed, Python 3.10+) tests and iteratively improves an agent's SKILL.md based on task results before applying changes
- The tool supports Codex, Claude Code, Cursor Agent, and GitHub Copilot, letting users optimize skills inside their existing agent with per-edit review
- SkillAdam learns from feedback on previous revisions to fix recurring mistakes and keeps only changes that pass evaluation
- GitHub stars: 31
Related
Releases·Tool Release
Quirón: AI humanizer skill for Claude Code, Codex and Cursor strips AI slop and measures rewrites against human baselines
The open-source quiron skill, installable via the skills CLI for coding agents like Claude Code, Codex and Cursor, rewrites AI-generated prose to remove machine-writing tells and then measures the result against human writing baselines. It requires no API key and runs on the agent's existing model.
The open-source quiron skill, installable via the skills CLI for coding agents like Claude Code, Codex and Cursor, rewrites AI-generated prose to remove machine-writing tells and then measures the result against human writing baselines. It requires no API key and runs on the agent's existing model.
50 engagement1 sourcegithubWed, Sep 23, 2026, 12:01 AM
Social·Community
Developer asks whether GitHub Copilot Pro is worth it alongside Claude Code and Codex
A developer using Claude Code and Codex asks whether to add GitHub Copilot Pro, given IT restrictions limiting them to the Copilot extension in VS Code. They seek advice on plan value and its relation to the agents window, as they work as a data engineer on Fabric.
A developer using Claude Code and Codex asks whether to add GitHub Copilot Pro, given IT restrictions limiting them to the Copilot extension in VS Code. They seek advice on plan value and its relation to the agents window, as they work as a data engineer on Fabric.
28 engagement1 sourceredditTue, Aug 18, 2026, 03:55 PM
Products·launched
Open-source AI usage dashboard supporting 13 providers
UsageDeck is an open-source desktop dashboard for tracking AI usage across 13 providers, including Claude Code, Codex, and Cursor. It runs locally, reuses existing credentials, and offers quota alerts and pacing. It solves the problem of monitoring usage and costs for developers using multiple AI tools.
UsageDeck is an open-source desktop dashboard for tracking AI usage across 13 providers, including Claude Code, Codex, and Cursor. It runs locally, reuses existing credentials, and offers quota alerts and pacing. It solves the problem of monitoring usage and costs for developers using multiple AI tools.
12 engagement2 sourcesredditThu, Aug 27, 2026, 01:46 PM
Social·Community
Teams split on reviewing single-dev AI features as 10,000-line branches pile up 'AI Comprehension Debt'
Multiple Reddit threads in late August and early September 2026 describe code review breaking down as developers use Cursor, Claude Code, Codex, and Copilot to generate large features fast. One team merged 214 PRs in a month with the poster properly reading about 12, and another calls agent diffs of 20-40 files unreviewable despite green tests. Teams are debating which AI first-pass tools (CodeRabbit, Copilot review, Claude as a second model) add real value versus noise.
Multiple Reddit threads in late August and early September 2026 describe code review breaking down as developers use Cursor, Claude Code, Codex, and Copilot to generate large features fast. One team merged 214 PRs in a month with the poster properly reading about 12, and another calls agent diffs of 20-40 files unreviewable despite green tests. Teams are debating which AI first-pass tools (CodeRabbit, Copilot review, Claude as a second model) add real value versus noise.
Updated Mon, Sep 7, 2026, 05:50 AM — A September 2 thread extends the debate to team workflow: how to peer-review a 10,000+ line AI-built feature across 50+
021114 engagement4 sourcesredditFri, Aug 28, 2026, 06:46 AM
Social·Community
Paul Bakaus demos Impeccable, a design skill for Claude Code, Copilot, Cursor, and Codex steered by loaded adjectives
A YouTube talk by Paul Bakaus presents Impeccable, a design skill that runs on top of coding harnesses like Claude Code, Copilot, Cursor, and Codex. Instead of automating design, it loads vocabulary like 'bolder' and 'quieter' with project-specific meaning so developers steer AI-generated design iteratively. Bakaus argues one-shot design fails because good design is context-rich and opinion-laden, and he rejects building an automatic mode.
A YouTube talk by Paul Bakaus presents Impeccable, a design skill that runs on top of coding harnesses like Claude Code, Copilot, Cursor, and Codex. Instead of automating design, it loads vocabulary like 'bolder' and 'quieter' with project-specific meaning so developers steer AI-generated design iteratively. Bakaus argues one-shot design fails because good design is context-rich and opinion-laden, and he rejects building an automatic mode.
37 engagement1 sourceyoutubeThu, Sep 10, 2026, 03:30 PM