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Task Observer (One Skill to Rule Them All)

Skill

A meta-skill that watches you work and turns your corrections into better skills over time

by rebelyticsProductivityAgents & Automation Listed Feb 15, 2026

Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.

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About Task Observer (One Skill to Rule Them All)

Task Observer runs alongside your agent during multi-step work. It notes the patterns, the corrections you make, and the judgement calls worth keeping, and writes them to observation files in your workspace.

Later those notes become suggested changes to existing skills or ideas for new ones, and you review them before anything changes. It's meant to improve your whole skill library, itself included, as you go.

Licensed CC BY 4.0.

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