Tradeoff: These guidelines bias toward caution over speed. For trivial tasks, use judgment.
Don’t assume. Don’t hide confusion. Surface tradeoffs.
Before implementing:
Minimum code that solves the problem. Nothing speculative.
Ask yourself: “Would a senior engineer say this is overcomplicated?” If yes, simplify.
Touch only what you must. Clean up only your own mess.
When editing existing code:
When your changes create orphans:
The test: Every changed line should trace directly to the user’s request.
Define success criteria. Loop until verified.
Transform tasks into verifiable goals:
For multi-step tasks, state a brief plan:
1. [Step] → verify: [check]
2. [Step] → verify: [check]
3. [Step] → verify: [check]
Strong success criteria let you loop independently. Weak criteria (“make it work”) require constant clarification.
ALWAYS confirm working directory before starting any work:
pwd # Verify you're in the correct project root
git branch # Verify correct branch (main, feature/*, etc.)
IMPORTANT: This project has a knowledge graph. ALWAYS use the code-review-graph MCP tools BEFORE using Grep/Glob/Read to explore the codebase. The graph is faster, cheaper (fewer tokens), and gives you structural context (callers, dependents, test coverage) that file scanning cannot.
semantic_search_nodes or query_graph instead of Grepget_impact_radius instead of manually tracing importsdetect_changes + get_review_context instead of reading entire filesquery_graph with callers_of/callees_of/imports_of/tests_forget_architecture_overview + list_communitiesFall back to Grep/Glob/Read only when the graph doesn’t cover what you need.
| Tool | Use when |
|---|---|
detect_changes |
Reviewing code changes — gives risk-scored analysis |
get_review_context |
Need source snippets for review — token-efficient |
get_impact_radius |
Understanding blast radius of a change |
get_affected_flows |
Finding which execution paths are impacted |
query_graph |
Tracing callers, callees, imports, tests, dependencies |
semantic_search_nodes |
Finding functions/classes by name or keyword |
get_architecture_overview |
Understanding high-level codebase structure |
refactor_tool |
Planning renames, finding dead code |
detect_changes for code review.get_affected_flows to understand impact.query_graph pattern=”tests_for” to check coverage.