{"enrichment":{"faq":[{"a":"compound-learnings guides you through converting recurring patterns from your work sessions into durable capabilities. Start by gathering learnings from recent sessions, then consolidate similar patterns to identify what repeats. The skill helps you detect meta-themes across those patterns and propose the right artifact type\u2014rules for heuristics, skills for workflows, or hooks for automation\u2014each with appropriate signal thresholds before creation.","q":"How do I turn session learnings into permanent skills?"},{"a":"compound-learnings analyzes your session history to identify which recurring techniques and workflows merit permanence. It examines what you've done repeatedly, extracts actionable insights, and helps you distinguish between one-off solutions and genuine patterns worth automating. The skill then suggests the optimal artifact type\u2014whether a rule, skill, agent enhancement, or hook\u2014to capture each pattern effectively.","q":"What patterns should become permanent in my setup?"},{"a":"compound-learnings consolidates learnings from recent work into structured proposals for new artifacts. It extracts reusable techniques, detects meta-patterns across your sessions, and generates recommendations for rules, skills, agents, and hooks. Each proposal includes signal thresholds to help you decide when the pattern is strong enough to implement as a permanent capability in your setup.","q":"How do I compound my learnings into reusable capabilities?"},{"a":"Yes. compound-learnings detects meta-patterns by analyzing learnings across multiple sessions and recognizing themes that span different contexts. It consolidates similar insights, identifies underlying principles, and determines which patterns are significant enough to become permanent. This meta-level analysis helps you see not just what you did, but why it worked and how to systematize it.","q":"Can compound-learnings identify meta-patterns in my work?"},{"a":"compound-learnings improves your setup by transforming ephemeral session insights into compounding capabilities. It gathers learnings, extracts patterns, analyzes what should become automated, and proposes new rules, skills, agents, and hooks with appropriate thresholds. This systematic approach ensures your best practices stick permanently rather than being rediscovered in each session.","q":"How does compound-learnings help me improve my setup?"}],"shadow_tags":["knowledge-capture","pattern-extraction","skill-generation","workflow-automation","meta-learning","artifact-creation","session-analysis","capability-building","setup-optimization","continuous-improvement"],"summary_rewrite":"Extract patterns from recent sessions and convert them into persistent capabilities\u2014rules for heuristics, skills for workflows, and hooks for automation. The skill guides you through gathering learnings, consolidating similar patterns, detecting meta-themes, and proposing artifacts with appropriate signal thresholds before creation."},"files":[{"bytes":6457,"path":".claude/skills/compound-learnings/SKILL.md","sha256":"4d0825c1fb26b82cb3f7072799ff085790da99ab519903031793aa887ea63048","url":"https://skillfed.io/files/parcadei/Continuous-Claude-v3/compound-learnings/625e5cf1/SKILL.md"}],"id":"parcadei/Continuous-Claude-v3/compound-learnings","links":{"html":"https://skillfed.io/parcadei/Continuous-Claude-v3/compound-learnings","md":"https://skillfed.io/parcadei/Continuous-Claude-v3/compound-learnings.md","repo":"https://github.com/parcadei/Continuous-Claude-v3"},"meta":{"agents_supported":["claude-code"],"first_seen":"2026-07-28","forks":298,"language":"Python","last_updated":"2026-01-26","license":"MIT","name":"compound-learnings","publisher":"parcadei","stars":3875},"relations":{"similar":[{"id":"parcadei/Continuous-Claude-v3/debug-hooks"},{"id":"majesticlabs-dev/majestic-marketplace/learn"},{"id":"silvainfm/claude-skills/skill-developer"},{"id":"parcadei/Continuous-Claude-v3/skill-developer"},{"id":"majesticlabs-dev/majestic-marketplace/compound-learnings"},{"id":"parcadei/Continuous-Claude-v3/wiring"},{"id":"parcadei/Continuous-Claude-v3/mot"},{"id":"parcadei/Continuous-Claude-v3/hook-developer"},{"id":"parcadei/Continuous-Claude-v3/system_overview"},{"id":"mike-coulbourn/claude-vibes/hooks-builder"}]},"slug":{"owner":"parcadei","repo":"Continuous-Claude-v3","skill":"compound-learnings"},"version":"625e5cf1"}