Assess Impact
SkillDev toolsLets your agent analyze which parts of a codebase a planned change could affect before any code is written.
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Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Assess Impact skill
About this skill
Analyze the blast radius of a proposed change before any code is written. Maps dependents, affected stories, and test coverage. Produces specs/IMPACT_LATEST.md. Use before plan-work on any non-trivial change, when touching a shared module, or when the user asks "what does this break?".
What this skill tells your AI
The instructions your AI receives, as published by danielvm-git/bigpowers in skills/assess-impact/SKILL.md and read by ahel’s review.
HARD GATE — Run this skill before
plan-workwhenever a change touches an existing module, symbol, or file used by more than one caller. Skip only for net-new code with no existing dependents.
Find the blast radius of the proposed change before a single line is written.
Modes
- Default: full impact analysis (dependents + affected stories + test coverage mapping)
- --lightweight: Fast fan-in/fan-out only (<10s). Maps callers and imports without test coverage mapping. Used by build-epic step 2 as a pre-plan gate. Risk score > 7 triggers a mandatory grill-me session before proceeding.
Process
1. Identify the target
Name the symbol, module, or file being changed. If the user hasn't specified, ask one question: "What exactly are you changing?"
2. Find dependents
grep -rn "[symbol-name]" . --include="*.ts" | grep -v node_modules
git log --oneline -10 -- [file-path]
→ verify: test -f specs/IMPACT_LATEST.md || test -d specs/bugs
3. Map to release plan stories
Read specs/release-plan.yaml + epic capsule directories (if it exists). For each dependent found in Step 2, identify which story owns that module. List stories that will be affected by the change.
→ verify: test -f specs/release-plan.yaml && grep -ci "stor" specs/release-plan.yaml
4. List test coverage
Find tests that exercise the target:
grep -rn "[symbol-name]" . --include="*.test.*" --include="*.spec.*"
→ verify: test -d specs/epics || test -d skills
5. Classify risk
| Level | Condition |
|---|---|
| Low | ≤ 2 callers, all covered by tests |
| Medium | 3–10 callers, partial test coverage |
| High | > 10 callers, or shared API/interface, or no tests |
6. Write specs/IMPACT_LATEST.md
## Target
[symbol or file being changed]
## Dependents ([count])
- [file]: [caller or usage]
## Affected Stories
- Story [X.Y]: [title]
## Test Coverage
- [test file]: covers [scenario]
- Gap: [untested behavior]
## Risk: Low / Medium / High
[One-sentence rationale]
## Recommended action
[Proceed / Add tests first / Discuss design]
→ verify: grep "Risk:" specs/IMPACT_LATEST.md
Suggest plan-work once risk is understood and any test gaps are noted.
Risk score gating
In --lightweight mode (used by build-epic step 2), assign a numeric risk score (1–10):
- Fan-in (how many callers): 0–4 points
- Fan-out (how many dependencies the module itself uses): 0–3 points
- Recent churn (git log --oneline -5 count): 0–3 points
Risk score > 7: Gate — require a grill-me session before proceeding to implementation. Document the grill-me result in the impact report at specs/IMPACT-<epic>-<story>.md.
Signals
- GitHub stars
- 248
- Forks
- 19
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
assess-impact- Source
- github.com/danielvm-git/bigpowers