Why is Python 3 required for this skill?

Python 3 is used to run the background utilities for the sync pipeline and the budget optimizer, ensuring complex markdown merging is handled safely.

Can I reject specific suggestions from the insights report?

Yes, the skill presents each suggestion individually, allowing you to Apply, Skip, or Edit the content before any changes are written to disk.

Does this skill modify my local project files?

No, this skill specifically targets the global ~/.claude/CLAUDE.md file because insights represent cross-project patterns that should be available in every workspace.

What happens if my CLAUDE.md file becomes too long?

The skill includes a 'Budget Check' step that flags if the file exceeds 200 lines. It can then trigger an optimizer to move low-priority content to secondary files.

What is the /insights report used by this skill?

The report is generated by the /insights command, which analyzes your coding history to identify recurring patterns, errors, and areas where new rules could improve Claude's performance.

Insights Apply

Name: Insights Apply
Author: Data-Wise

byData-Wise

•

生産性とワークフロー

Updates global CLAUDE.md configurations with actionable improvement suggestions derived from past coding sessions and usage patterns.

The Insights Apply skill bridges the gap between session-based learning and persistent project rules by extracting data-driven suggestions from the /insights report and integrating them into your global ~/.claude/CLAUDE.md file. It provides an interactive workflow where you can review, edit, or skip proposed rules, ensuring your AI assistant becomes more context-aware over time. The skill also includes a built-in budget enforcer to keep rule files concise and manageable, preventing performance degradation from overly long system prompts.

主な機能

011 GitHub stars

02Fallback Protection: Includes direct-append recovery mechanisms if the primary sync pipeline is unavailable.

03Interactive Review: Preview and edit suggestions before they are applied to your global configuration.

04Token Budget Enforcement: Automatically checks if CLAUDE.md exceeds line limits and offers optimization.

05Cross-Project Learning: Aggregates patterns from multiple sessions to build high-impact global rules.

06Automated Sync Pipeline: Uses a Python-based utility to cleanly merge new rules into existing sections.

ユースケース

01Converting recurring session feedback into permanent global project instructions.

02Maintaining a lean and efficient CLAUDE.md by automatically trimming low-priority content.

03Standardizing developer workflows across multiple repositories using a centralized, evolving ruleset.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add data-wise/craft insights-apply

For use in Claude.ai and ChatGPT

Download Skill