auto-learned

Store categorized IDE error patterns with authorized ingestion and fast JSON index lookups.

Updated Jan 24, 2026
One-click install
npx skills add https://github.com/pikakit/agent-skills --skill auto-learned
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-learned
Source: https://github.com/pikakit/agent-skills/tree/main/.agent/skills/auto-learned
Command: npx skills add https://github.com/pikakit/agent-skills --skill auto-learned

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pattern repository that collects and centralizes all auto-learned IDE error patterns to prevent repeated mistakes across coding sessions.

Core Features & Use Cases

  • Centralized storage of error patterns organized by category (import, type, syntax, logic, style)
  • Authorized ingestion by problem-checker, auto-learner, and skill-generator
  • Fast lookups with a JSON index and pattern metadata to support dashboards

Quick Start

Look up a matching IDE error pattern and apply its suggested fix from the repository.

Frequently Asked Questions about auto-learned

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent recurring IDE errors across different coding sessions?

To prevent recurring IDE errors across sessions, you can use a centralized pattern repository that stores categorized error data with a fast lookup index. This provides cross-session memory and audit trails to apply known fixes.

What is an append-only pattern repository for code-analysis results?

An append-only pattern repository for code-analysis results is a durable storage system that categorizes IDE error patterns by type, such as import or syntax, ensuring strong audit trails and preventing overwritten historical data.

How do I look up matching syntax or type error patterns to apply suggested fixes?

You can look up matching syntax or type error patterns by querying a JSON index containing pattern metadata. This fast lookup mechanism retrieves categorized historical errors to apply their suggested fixes immediately.

Does this pattern repository support authorized ingestion from problem-checker workflows?

Yes, the pattern repository supports authorized ingestion from problem-checker, auto-learner, and skill-generator workflows. This ensures only validated error patterns are categorized and appended to the lookup index.

Can I organize IDE error patterns categorically for dashboards and audit trails?

Yes, you can organize IDE error patterns categorically for dashboards. The repository centralizes storage by category, such as logic or style, and maintains strong audit trails to ensure patterns remain durable and auditable.

What are the limitations of using an append-only index for code patterns?

The append-only index for code patterns ensures data durability and strong audit trails but does not allow modification or deletion of ingested records. This prevents historical data corruption but means patterns cannot be edited once stored.