encode-repo-serena

Installation
SKILL.md

Encode Repository (Serena-Enhanced)

Transform an undocumented codebase into a rich, searchable knowledge repository using Serena's LSP-powered symbol analysis.

Triggers

Trigger Phrase Operation
encode this repository Full 12-phase encoding pipeline
populate forgetful with this codebase Full encoding pipeline
onboard to this repo Discovery + foundation phases
refresh project understanding Re-run encoding on updated codebase
build knowledge base for this project Full encoding pipeline

When to Use

Use this skill when:

  • Onboarding to a new repository that lacks Forgetful knowledge
  • Repository structure has changed significantly since last encoding
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Installs
1
GitHub Stars
24
First Seen
Apr 26, 2026