diff --git a/understand-anything-plugin/skills/understand/SKILL.md b/understand-anything-plugin/skills/understand/SKILL.md
index 6fe1f98..a248efe 100644
--- a/understand-anything-plugin/skills/understand/SKILL.md
+++ b/understand-anything-plugin/skills/understand/SKILL.md
@@ -100,22 +100,13 @@ After the subagent completes, read `$PROJECT_ROOT/.understand-anything/intermedi
 
 Batch the file list from Phase 1 into groups of **5-10 files each** (aim for balanced batch sizes).
 
-For each batch, dispatch a subagent using the prompt template at `./file-analyzer-prompt.md`. Run up to **3 subagents concurrently** using parallel dispatch.
-
-**Build the combined prompt template:**
-1. Read the base template at `./file-analyzer-prompt.md`.
-2. **Language context injection:** For each language detected in Phase 1 (e.g., `python`), read the file at `./languages/<language-id>.md` (e.g., `./languages/python.md`) and append its content after the base template under a `## Language Context` header. If the file does not exist for a detected language, skip it silently and continue. These files are in the `languages/` subdirectory next to this SKILL.md file. Use `ls ./languages/` to discover available language files if needed.
-3. **Framework addendum injection:** For each framework detected in Phase 1 (e.g., `Django`), read the file at `./frameworks/<framework-id-lowercase>.md` (e.g., `./frameworks/django.md`) and append its full content after the language context. If the file does not exist for a detected framework, skip it silently and continue. These files are in the `frameworks/` subdirectory next to this SKILL.md file. Use `ls ./frameworks/` to discover available framework files if needed.
-
-Then for each batch pass the combined template content as the subagent's prompt, appending the following additional context:
+For each batch, dispatch a subagent using the prompt template at `./file-analyzer-prompt.md`. Run up to **3 subagents concurrently** using parallel dispatch. Pass the template as the subagent's prompt, appending the following additional context:
 
 > **Additional context from main session:**
 >
 > Project: `<projectName>` — `<projectDescription>`
 > Frameworks detected: `<frameworks from Phase 1>`
 > Languages: `<languages from Phase 1>`
->
-> Use the language context and framework addendums (appended above) to produce more accurate summaries and better classify file roles.
 
 Fill in batch-specific parameters below and dispatch:
 
diff --git a/understand-anything-plugin/skills/understand/file-analyzer-prompt.md b/understand-anything-plugin/skills/understand/file-analyzer-prompt.md
index 27534a5..6b90665 100644
--- a/understand-anything-plugin/skills/understand/file-analyzer-prompt.md
+++ b/understand-anything-plugin/skills/understand/file-analyzer-prompt.md
@@ -295,6 +295,35 @@ Produce a single, valid JSON block. Validate it mentally before writing -- malfo
 - `direction` (string) -- always `forward`
 - `weight` (number) -- must match the weight specified in the edge type table
 
+## Language and Framework Quick Reference
+
+Use these hints to improve tag and edge accuracy for common patterns. Your training knowledge covers these — this is a fast lookup for the most impactful signals.
+
+**Tag signals:**
+
+| Signal | Tags to apply |
+|---|---|
+| File in `hooks/`, exports a function starting with `use` | `hook`, `service` |
+| File in `contexts/` or `context/`, exports a Provider component | `service`, `state` |
+| File in `pages/` or `views/` | `ui`, `routing` |
+| File in `store/`, `slices/`, `reducers/`, `state/` | `state` |
+| File in `services/`, `api/`, `client/` | `service` |
+| `__init__.py` at a package root with re-exports | `entry-point`, `barrel` |
+| `manage.py` at the project root | `entry-point` |
+| `mod.rs` in a directory | `barrel` |
+| `main.go` in a `cmd/` subdirectory | `entry-point` |
+
+**Edge signals:**
+
+| Pattern | Edge to create |
+|---|---|
+| React component renders another component in its JSX | `contains` from parent to child |
+| Component/hook calls a custom hook (`useX`) | `depends_on` from consumer to hook file |
+| Context provider wraps components | `publishes` from provider to context definition |
+| Component calls `useContext` or custom context hook | `subscribes` from consumer to context definition |
+| Python file uses `from x import y` where x is a project file | `imports` edge (same rule as JS/TS) |
+| Go file `import`s an internal package path | `imports` edge to the resolved file |
+
 ## Critical Constraints
 
 - NEVER invent file paths. Every `filePath` and every file reference in node IDs must correspond to a real file from the script's output or the project file list provided to you.