Code Tools
SkillAI & modelsSemantic code navigation and editing via Serena MCP — symbol-level tools preferred over grep/find/manual edits. Triggered by /speq-mission, /speq-implement, planner-agent, implementer-agent, implementer-expert-agent, code-reviewer, and recorder-agent.
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 Code Tools skill
What this skill tells your AI
The instructions your AI receives, as published by marconae/speq-skill in .claude/skills/speq-code-tools/SKILL.md and read by ahel’s review.
Semantic code navigation and editing via Serena MCP. Tools are called mcp__plugin_speq_serena__<name> (e.g. mcp__plugin_speq_serena__find_symbol); this skill refers to them by short name below.
Before First Use Each Session
- Call
initial_instructionsfirst, before any other Serena tool. - These tools are deferred in this harness — a bare tool name has no loaded schema yet. Call
ToolSearchwithselect:mcp__plugin_speq_serena__<name>(comma-separated for several) to load the ones you need before calling them.
Tool Preference
You MUST use these instead of the generic alternative — do not fall back to Read/Grep/Edit/ls/find for anything this table covers.
| Task | Use | Not |
|---|---|---|
| List directory | list_dir | ls, find |
| Find files | find_file | find, rg --files |
| File symbols | get_symbols_overview | rg "class|function" |
| Symbol definition | find_symbol | rg "function foo" |
| Symbol declaration | find_declaration | rg guesswork |
| Symbol references | find_referencing_symbols | rg "foo(" |
| Interface/method implementations | find_implementations | rg "impl .* for" |
| LSP diagnostics for a file | get_diagnostics_for_file | manual build/check |
| Update function | replace_symbol_body | read/edit/write |
| Insert after | insert_after_symbol | read/edit/write |
| Insert before | insert_before_symbol | read/edit/write |
| Rename symbol | rename_symbol | rg + manual edits |
| Delete symbol | safe_delete_symbol | manual delete + grep for refs |
| In-file text/regex replace | replace_content | read/edit/write |
| Multi-file pattern replace | replace_in_files | multiple manual edits |
Memory tools (write_memory, read_memory, list_memories, delete_memory, edit_memory, rename_memory) exist and are available, but this project's specs (specs/, specs/_plans/.../notes/) are the source of truth — they are not part of this workflow.
Workflow
Session start → initial_instructions
Explore → find_symbol, get_symbols_overview, find_declaration
Understand → find_referencing_symbols, find_implementations
Edit → replace_symbol_body, insert_*_symbol, replace_content, replace_in_files
Verify → find_referencing_symbols, get_diagnostics_for_file
Signals
- GitHub stars
- 50
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
speq-code-tools- Source
- github.com/marconae/speq-skill