continuous-learning-v2 | erne-universal | ClaudePluginHub

Skill

continuous-learning-v2

From erne-universal

Observes React Native development patterns via PostToolUse hooks, auto-generates skills/rules with /learn command, and runs session retrospectives with /retrospective.

Install

$

npx claudepluginhub jubakitiashvili/everything-react-native-expo

Tool Access

This skill uses the workspace's default tool permissions.

Preview

This skill manages the continuous learning pipeline — observing patterns during development sessions and converting them into persistent rules and skills.

Supporting Assets

agent-prompts/pattern-analyzer.mdagent-prompts/skill-generator.mdconfig.jsonhook-templates/evaluate-session.cjs.templatehook-templates/observer-hook.cjs.templatescripts/analyze-patterns.jsscripts/extract-session-patterns.jsscripts/validate-content.js

SKILL.md

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Stats

Stars29

Forks3

Last CommitMar 22, 2026

Actions

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Tags

continuous-learning

pattern-observation

skill-generation

session-retrospective

Continuous Learning v2

This skill manages the continuous learning pipeline — observing patterns during development sessions and converting them into persistent rules and skills.

Architecture

PostToolUse hook (real-time)
  → `continuous-learning-observer.cjs` (lightweight pattern capture)
  → patterns stored in .claude/memory/observations/

/learn command (manual, comprehensive)
  → `extract-session-patterns.js` (full session analysis)
  → `analyze-patterns.js` (pattern clustering + dedup)
  → skill-generator prompt (create new content)
  → `validate-content.js` (verify new content is valid)

/retrospective command (session end)
  → `evaluate-session.js` (quality metrics + suggestions)

How It Works

Real-Time (Automatic)

The continuous-learning-observer.cjs hook runs on PostToolUse events. It:

Captures the tool name, file paths, and outcome
Detects repeated patterns (same fix applied > 3 times)
Stores observations in .claude/memory/observations/ as JSON
Lightweight — adds < 50ms to each tool call

Manual Analysis (`/learn`)

When the user runs /learn, the pipeline:

Reads all observations from the current session
Clusters them by type (style fix, import pattern, architecture choice)
Compares against existing rules and skills
Generates candidates for new content
Presents candidates for user approval
Writes approved content to .claude/rules/ or .claude/skills/

Session Evaluation (`/retrospective`)

At session end, evaluate-session.js:

Aggregates all metrics (files changed, tests added, build status)
Evaluates which rules triggered and their usefulness
Suggests rule calibration (tighten/loosen globs, adjust content)
Generates a session quality report

Configuration

See config.json for tuning parameters:

observationThreshold: How many times a pattern must repeat before flagging (default: 3)
maxObservationsPerSession: Prevent memory bloat (default: 100)
autoApprove: If true, auto-approve low-risk content (default: false)
contentTypes: What types to generate — ["rule", "skill"]