← ClaudeAtlas

impact-analysislisted

Assess change risk before modifying a function. Maps blast radius, surfaces hidden dependencies, community cohesion, and unexpected cross-module connections.
ddevilz/loom · ★ 3 · AI & Automation · score 77
Install: claude install-skill ddevilz/loom
# Impact Analysis Map the blast radius of a proposed change before touching any code. ## Steps ### 1. Find the target node ``` search_code("<function name or user argument>") ``` Pick the most relevant result and copy its `node_id`. ### 2. Get full context ``` get_context("<node_id>") ``` Read: summary, signature, direct callers, direct callees. Note if `summary_stale: true`. ### 3. Blast radius (transitive callers) ``` get_blast_radius("<node_id>", depth=3) ``` Depth 3 covers most real-world chains. If result is large (>50 nodes), note which modules appear most. ### 4. Direct callers (one-hop) ``` get_context("<node_id>", callees_limit=0) ``` Returns the immediate dependents — the minimum surface area affected. ### 5. Surprising connections ``` get_surprising_connections(limit=10) ``` Look for entries that involve the target node or its module. These are the hidden risks engineers miss. ### 6. Community cohesion ``` graph_stats(include_cohesion=True) ``` Find the target's community. If cohesion < 0.2, the cluster is poorly bounded and changes propagate unexpectedly. ### 7. God node check ``` god_nodes(limit=20) ``` If the target appears in top 20, it has many callers — high risk, needs extra care. ### 8. Synthesize risk report Report to the user: **Target:** `node_id`, what it does (summary), signature **Direct impact:** - N direct callers (list them) - N direct callees (what it depends on) **Transitive impact:** - Total blast radius: N nodes acro