Unverified50% confidenceFactExact time
In Addy Osmani's agent skills, each skill embeds an "anti-rationalization table" that lists the excuses models commonly use to skip steps along with hard rebuttals, to stop the Agent from taking shortcuts.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/24/2026
First Seen
Valid until: 1/22/2027
Sources
Stop Stuffing 20,000 Lines into CLAUDE.md: 10 Skills That Slash Context Costs
bilibili混子州10/24/2026
Related Entities
Related Claims
UnverifiedAgent Skills was developed by Addy Osmani and breaks development into six phases—define, plan, build, validate, review, and release—and is compatible with Claude Code, Cursor, Gemini CLI, Codex, and other agents that accept Markdown.72% similarVerifiedAgent Skills adopts a progressive loading mechanism that loads relevant sections on demand based on the current task, avoiding the context explosion problem.71% similarUnverifiedA clear system prompt prevents the agent from going off-topic and enforces correct tool usage, and is key to determining agent performance.70% similarUnverifiedAgents possess a closed-loop perceive-reason-act capability and can handle ambiguous inputs and unforeseen situations, which is beyond the capability of rule engines.69% similar
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