apply-learnings
Analyze Claude Code session history to extract learnings that would have been helpful if provided earlier, then persist them for future sessions. Use when the user asks to "apply learnings", "extract learnings", "what did we learn", "save session learnings", or "analyze session".
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/ajitsingh25/apply-learningsApply Learnings Skill
Analyze Claude Code session history to extract learnings that would have been helpful if provided earlier, then persist them for future sessions.
Overview
This skill performs comprehensive analysis of session transcripts to identify:
- Code Pattern Learnings - Framework conventions, idioms, and best practices discovered during the session
- Architectural Preferences - Where validation/logic should live, layer responsibilities
- Tool Usage Patterns - Failed tool calls, user corrections, successful retries
- Missing Context - Information the user had to provide that could be documented upfront
Usage
Analyze Current Session
python3 ~/.claude/skills/apply-learnings/scripts/analyze_session.py --scope current
Analyze All Historical Sessions
python3 ~/.claude/skills/apply-learnings/scripts/analyze_session.py --scope all
Analyze Specific Project
python3 ~/.claude/skills/apply-learnings/scripts/analyze_session.py --project /path/to/project
Workflow
When the user invokes this skill:
Step 1: Ask User for Scope
Ask which scope to analyze:
- Current session - Only the current conversation
- Current project - All sessions for the current working directory
- All sessions - Complete history across all projects
Step 2: Run Analysis
Execute the analysis script:
python3 ~/.claude/skills/apply-learnings/scripts/analyze_session.py --scope <scope>
Step 3: Present Findings
Present findings organized by category:
Code Pattern Learnings
Conventions and idioms specific to the codebase/framework:
- Dependency injection patterns (e.g., "use glue logger from context, not DI")
- Error handling conventions
- Naming patterns
- Testing patterns
Architectural Preferences
Where different concerns should be handled:
- Validation location (e.g., "validate at handler/mapper, not in controllers")
- Error transformation boundaries
- Layer responsibilities
Tool Usage Improvements
From the original tool-self-improver:
- Failed tool calls and corrections
- Common error patterns
- Successful retry patterns
Missing Context
Information that would have helped earlier:
- Project-specific conventions not in CLAUDE.md
- Framework quirks
- Team preferences
Step 4: Classify Destination for Each Learning
For each learning, determine the best destination. Do NOT put everything in CLAUDE.md — route to the most specific location:
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-ajitsingh25-apply-learnings": {
"enabled": true,
"auto_update": true
}
}
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