/supergraph:serena
SkillFiles & storageSerena code intelligence — LSP-powered symbol navigation, diagnostics, and targeted code surgery. Activate before complex refactors, cross-file analysis, or when graph tools need symbol-level depth.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the /supergraph:serena skill
What this skill tells your AI
The instructions your AI receives, as published by datit309/supergraph in plugins/supergraph/skills/serena/SKILL.md and read by ahel’s review.
Activate Serena MCP for LSP-powered code intelligence: symbol navigation, type diagnostics, and safe code surgery.
CRITICAL: Call initial_instructions first when starting any Serena work — it loads the Serena Instructions Manual with project-specific context.
When to Use
- Before complex refactors: rename across codebase, API signature changes
- When blast radius is unclear and graph tools lack symbol-level depth
- Before review: verify all call sites of changed symbols are updated
- During fix: triage type errors before running test suite
- After architectural changes: verify no orphaned references remain
- Large-scale refactors: safe_delete_symbol, rename_symbol across entire project
Setup
1. Load instructions (MANDATORY first step)
mcp__plugin_serena_serena__initial_instructions()
# or
mcp__serena__initial_instructions()
2. Activate project
mcp__plugin_serena_serena__activate_project()
3. Get project overview
mcp__plugin_serena_serena__get_symbols_overview()
Returns top-level symbols, classes, functions — fast structural map of the codebase.
Tool Reference
Navigation
| Tool | Use case |
|---|---|
find_symbol | Locate a symbol by name across codebase |
find_declaration | Jump to where a symbol is declared |
find_implementations | Find all implementations of an interface / abstract class |
find_referencing_symbols | Find all callers and usages of a symbol |
Setup / Lifecycle
| Tool | Use case |
|---|---|
activate_project | Register project with Serena — requires mcp__plugin_serena_serena__ namespace |
get_current_config | Read Serena's current project configuration |
open_dashboard | Open the Serena dashboard UI |
execute_shell_command | Run shell commands (use with caution — confirm before destructive ops) |
Diagnostics
| Tool | Use case |
|---|---|
get_diagnostics_for_file | IDE-level type errors, lint warnings for a specific file |
get_symbols_overview | Project structure overview — top-level symbols map |
Code Surgery (prefer over raw text edits)
| Tool | Use case |
|---|---|
replace_symbol_body | Replace function/method body — exact, no regex risk |
insert_after_symbol | Insert code after a symbol definition |
insert_before_symbol | Insert code before a symbol definition |
rename_symbol | Safe rename across entire codebase |
safe_delete_symbol | Delete symbol, verify no remaining references |
File Operations
| Tool | Use case |
|---|---|
find_file | Find files by name pattern |
list_dir | List directory contents |
read_file | Read file content |
search_for_pattern | Regex search across files |
replace_content | Replace text content in file |
create_text_file | Create a new text file |
Memory (cross-session context)
| Tool | Use case |
|---|---|
write_memory | Save analysis findings for future sessions |
read_memory | Recall prior analysis |
list_memories | List all saved memories |
edit_memory | Update an existing memory |
rename_memory | Rename an existing memory entry |
delete_memory | Remove stale memory |
Memory Workflow
Use Serena memory to persist analysis state across sessions — avoids re-deriving complex blast radius mappings:
# Save findings after analysis:
mcp__serena__write_memory(title="auth-refactor-callers", content="find_referencing_symbols(login) = [A, B, C]")
# Recall in next session:
mcp__serena__read_memory(title="auth-refactor-callers")
Integration Points in Other Skills
Serena is invoked as optional hooks inside other supergraph skills:
| Skill | Hook | Tools used |
|---|---|---|
scan | Step 2b/3b | activate_project, get_symbols_overview |
plan | Step 3b | find_referencing_symbols, find_implementations, write_memory |
analyze | Step 2b | find_referencing_symbols, find_implementations |
tdd | After RED, after GREEN, refactor | get_diagnostics_for_file, replace_symbol_body, rename_symbol |
execute | Code surgery, post-execution | replace_symbol_body, rename_symbol, insert_after_symbol, find_referencing_symbols |
fix | Pre-loop + each iteration | get_diagnostics_for_file, replace_symbol_body, rename_symbol |
verify | Step 3b | get_diagnostics_for_file |
review | Step 3b | find_referencing_symbols, find_implementations, get_diagnostics_for_file, write_memory |
integration | Post-test | find_referencing_symbols, get_diagnostics_for_file |
architecture | Step 2 | get_symbols_overview |
database-migrations | Impact check | find_referencing_symbols |
webapp-testing | Component impact | find_referencing_symbols |
flutter-dart-code-review | MCP-Integrated Review | get_diagnostics_for_file, find_referencing_symbols, find_implementations |
MCP Tool Name Variants
Two variants may be present depending on project setup:
# Plugin variant (full feature set — file ops + symbol nav):
mcp__plugin_serena_serena__<tool>
# Direct variant (symbol navigation focus):
mcp__serena__<tool>
Use whichever responds. If both are available: prefer mcp__plugin_serena_serena__ for file operations, mcp__serena__ for symbol navigation.
Fallback
If Serena MCP is not available:
- Log: "Serena unavailable, skipping symbol intelligence step"
- Do NOT block workflow — all Serena steps are optional enhancements
- Fall back to graph MCP tools + Read/Bash/grep for the same purpose
Rules
- Always call
initial_instructionsbefore any other Serena tool - Prefer
replace_symbol_bodyandrename_symbolover raw text edits for code changes - Use
safe_delete_symbolinstead of manual deletion — it verifies no remaining references - Save complex analysis to Serena memory when it may be needed across sessions
- Never use
execute_shell_commandfor destructive operations without user confirmation
Signals
- GitHub stars
- 22
- Forks
- 5
- Last commit
- Sep 2026
- Hacker News mentions
- 1
Advanced
- Catalog kind
- skill
- Gateway key
serena-datit309- Source
- github.com/datit309/supergraph