{"version":1,"type":"story","url":"https://digestai.news/story/skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl","json":"https://digestai.news/story/skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl.json","markdown":"https://digestai.news/story/skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl.md","slug":"skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl","headline":"Skills might improve Claude's adherence to procedures compared with claude.md","summary":"The author experimented with Claude Code, using a file called CLAUDE.md to list rules the AI should follow. While the AI read the file, the author observed that compliance was inconsistent—sometimes the AI skipped steps or produced slightly different results despite identical instructions. Adding more lines to the file often made it longer and harder for the AI to process, leading the author to conclude that written rules increase the chance of correct behavior but do not guarantee it.\n\nAfter seeing a post on X suggesting that long CLAUDE.md or AGENTS.md files are problematic, the author tried breaking repetitive procedures into separate \"skills\". Skills bundle a specific procedure and are referenced from CLAUDE.md, allowing the AI to receive only the necessary instructions for each task. The author reports that this approach seems to make the AI follow the same procedure more reliably, though the claim remains anecdotal. The piece also notes contrasting opinions that future AI improvements might eliminate the need for such detailed instructions, but the author argues that exact control still requires some level of explicit guidance.","keyPoints":["Claude reads CLAUDE.md but does not follow rules consistently.","Separating repeated tasks into skills made the AI follow procedures more reliably.","The author notes that longer CLAUDE.md files become harder for the AI to process."],"whyItMatters":"Understanding how to structure prompts and instructions can help users get more predictable results from AI assistants like Claude.","category":{"slug":"agents","name":"Agents & Tools","url":"https://digestai.news/category/agents"},"entities":{"companies":[],"models":["Claude"],"people":[]},"firstPublishedAt":"2026-10-24T07:27:00Z","updatedAt":"2026-10-24T07:27:00Z","sourceCount":1,"hasPrimarySource":false,"sources":[{"outlet":"note.com","title":"If you want AI to follow procedures, skills might be better than CLAUDE.md","url":"https://note.com/fukuyu_note/n/nc28b230eccb9?hl=en","publishedAt":"2026-10-24T07:27:00Z","type":"press","primary":false,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"Skills might improve Claude's adherence to procedures compared with claude.md\", 24 October 2026, https://digestai.news/story/skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl","publisher":"Digest AI","title":"Skills might improve Claude's adherence to procedures compared with claude.md","datePublished":"2026-10-24T07:27:00Z","url":"https://digestai.news/story/skills-might-improve-claude-s-adherence-to-procedures-compared-with-cl"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}