LLMs systematically abbreviate node types (e.g. "func" instead of
"function") and edge types (e.g. "extends" instead of "inherits"),
causing dashboard validation failures. This combines two fixes:
Option A: Rename the ambiguous `func:` ID prefix to `function:` across
all prompts, source code, tests, and example data so LLMs see consistent
naming. Also fix `relates_to` ghost edge type in django.md.
Option B: Add NODE_TYPE_ALIASES and EDGE_TYPE_ALIASES normalization maps
in schema.ts that transparently correct common abbreviations before Zod
validation, as a runtime safety net.
Closes#36
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace "read the whole graph file" instructions with targeted Grep-based
reading in /understand-chat, /understand-diff, /understand-explain, and
/understand-onboard. Each skill now includes a Graph Structure Reference
and extracts only the relevant subgraph (matched nodes + 1-hop edges)
instead of dumping the entire JSON into context. Also update /understand
to reference /understand-dashboard.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move packages/{core,dashboard,skill} into understand-anything-plugin/ to
conform to the Claude Code plugin format. Add .claude-plugin/marketplace.json
for plugin discovery. Update workspace config and docs accordingly.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Lum1104andClaude Opus 4.6
Kyle Miller