continuous-learning
Continuous Learning
Overview
This skill provides a systematic framework for extracting and preserving valuable patterns discovered during work sessions. Rather than letting hard-won insights disappear when a session ends, it captures solutions, techniques, and project-specific knowledge as reusable learned skills.
Design Philosophy
Learning from Experience
The most valuable knowledge often emerges through struggle - debugging sessions that reveal non-obvious solutions, user corrections that expose better approaches, and workarounds that navigate framework limitations. This tacit knowledge typically evaporates between sessions, forcing repeated rediscovery.
This skill operationalizes experience by:
- Pattern Recognition - Identifying moments of insight during sessions
- Knowledge Extraction - Distilling insights into reusable formats
- Persistent Storage - Saving patterns for future session retrieval
- Progressive Refinement - Improving patterns as they're reused and validated
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Orchestrate the execution of complete implementation plans, delegating each phase to implement-phase skill. This skill manages the full plan lifecycle including phase sequencing, user confirmation between phases, and overall progress tracking. Triggers on "implement the plan", "execute the implementation plan", or when given a path to a plan file.
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Create detailed implementation plans through interactive research and iteration. This skill should be used when creating new implementation plans, designing feature specifications, planning technical work, or when the user asks to plan an implementation. Triggers on requests like "create a plan", "plan the implementation", "design how to implement", or when given a feature/task that needs structured planning before implementation.
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