learnings-curator

Curate, deduplicate, and route technical notes into project documentation.

1|Updated Jul 20, 2026

Search Tags:#workflow #documentation #curation #knowledge management #technical debt #scratchpad

Ready to run

npx skills add https://github.com/pessinamistic/pitwall --skill learnings-curator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learnings-curator
Source: https://github.com/pessinamistic/pitwall/tree/main/.claude/skills/learnings-curator
Command: npx skills add https://github.com/pessinamistic/pitwall --skill learnings-curator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill prevents the accumulation of stale or disorganized technical notes by actively managing a project's scratch memory, ensuring that task-specific insights are either recorded, graduated to formal documentation, or pruned.

Core Features & Use Cases

Intelligent Curation: Automatically inspects, dedupes, and rewrites entries in the project's learnings file to maintain high-quality, evidence-backed documentation.
Strategic Routing: Determines whether a finding belongs in a task-specific scratchpad, project-wide documentation, or global user preferences.
Use Case: When finishing a complex debugging session, use this skill to capture the specific workaround found, ensuring the next developer on the project doesn't repeat the same investigation.

Quick Start

Invoke the learnings-curator skill to review and organize the findings recorded during your current session.

Frequently Asked Questions about learnings-curator

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

FAQPage Schema

How do I manage technical notes and prevent stale project knowledge?▼

To manage technical notes and prevent stale knowledge, use a curation workflow that inspects, deduplicates, and rewrites scratchpad entries. This ensures task-specific findings are graduated to formal documentation or pruned entirely.

What's the best way to organize scratchpad findings into durable documentation?▼

Organizing scratchpad findings into durable documentation requires strategic routing to determine if a note belongs in a task-specific file, project-wide docs, or global preferences. This routing ensures evidence-backed knowledge is captured durably.

When do I need to route debugging workarounds to project documentation?▼

You need to route debugging workarounds to project documentation when finishing a complex session to capture specific solutions. This prevents the next developer from repeating the same investigation and accumulating technical debt.

Why does knowledge management require evidence-backed formatting for technical debt?▼

Knowledge management requires evidence-backed formatting for technical debt to maintain project documentation integrity. Consistent adherence to dated, verifiable evidence ensures that curated findings remain accurate and trustworthy over time.

Can I deduplicate project scratch memory files automatically?▼

Yes, you can deduplicate project scratch memory files automatically using intelligent curation scripts. These scripts inspect and rewrite entries in the project's learnings file to maintain high-quality, deduplicated documentation.