change-impact-analysis
analyze a bounded contemplated or completed repository change to identify decision-relevant affected…
Skill by ThorStarlord
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/thorstarlord-change-impact-analysis
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/change-impact-analysis
What's inside
- Skill name
change-impact-analysis- Description
- analyze a bounded contemplated or completed repository change to identify decision-relevant affected code/contracts/artifacts/tests/docs/claims/authority/release/cross-repository surfaces, required verification or reconciliation, and bounded follow-up responsibilities without authorizing or executing those changes.
- License
- MIT
- Instructions
- 138 lines in SKILL.md · view on GitHub
Files (3)
- SKILL.md
- openai.yaml · agents/
- change-impact-analysis-template.md · references/
SKILL.md (first lines)
# change-impact-analysis Use when a change may have consequential effects beyond its immediate edited files or when a completion/closure claim depends on reconciling affected surfaces. Produce: `artifacts/change_impact_analysis.md` ## Responsibility Construct an evidence-grounded **change impact decision space**. The active semantic agent decides what is materially affected. Deterministic validation checks representation/reference boundaries only. ## Inputs Use: 1. explicit target change statement; 2. change state: `CONTEMPLATED | IMPLEMENTED | VERIFIED`; 3. exact target repository/source identity when available; 4. bounded scope; 5. repository evidence and explicit relationship/contract surfaces; 6. prior strategic/Campaign/execution evidence when decision-relevant. ## Procedure ### 1. Establish change and scope State exactly what is changing/changed and what authority exists. ### 2. Gather smallest sufficient impact evidence Inspect only evidence capable of changing implementation, verification, reconciliation, closure, or authority. ### 2A. Optional persistent-knowledge consultation (ADR 0031) When a **current, exact-revision** semantic knowledge index already exists and cross-episode architectural rationale might change the impact decision, use `semantic knowledge-query --operation impact --subject <claim-id>` to retrieve explicit edges, governing intent, historical decisions and evidence pointers. Use `why` on an exact decision ID and `contradictions` when competing claims may matter. See `../../docs/semantic-architecture/persistent-knowledge-cli.md`. **Recheck actual cited source.** Indexed edge `depends_on` is an attributed source claim, not automatically an architectural dependency; impact paths are *candidates*, not proof of downstream consequences. Missing links mean NOT ASSESSED, not absence. If no suitable current index exists, inspect code/ADRs/tests directly without creating an ontology preflight. The knowledge store cannot select a responsibility or authorize a merge, release or cross-repo action. ### 3. Identify affected surfaces Use categories: `code | contract | artifact | test | documentation | claim | decision | authority | repository_boundary | release | external_dependency`. For each item record evidence, material impact, semantic-review need, verification/reconciliation need, and authority boundary. ### 3A. Follow consequence depth when the impact can propagate When an affected surface can change another consumer's interpretation or later workflow behavior, follow the consequence chain only while the next layer can change implementation, verification, reconciliation, closure, ownership, or strategy. Ask, as needed: - what consumes or depends on the changed state/concept? - what later behavior follows from those consumers? - can the effect compound across stages/time? - do several impacts point to one shared invariant or missing abstraction? - does the current architecture materially obstruct that invariant? - is any resulting Level-3/Level-4 consequence actually decision-changing? Do not manufacture architectural work merely because a consequence can be imagined. See `../../docs/research/consequence-depth-and-systems-reasoning-v0.md`. ### 4. Identify explicit cross-repository impact Only for caller-selected/authorized repository scope. Never discover/add targets automatically. ### 5. Reconcile claim/verification consequences Ask: - what claim becomes stale or stronger? - what verification is now required? - what documentation/contract must remain current? - does authority change? (Usually no.) - does this reopen Level 3 or require Level 4 review? ### 6. Nominate bounded follow-up responsibilities Only when evidence warrants them. Do not create a backlog from every impact. ### 7. State closure effect Choose: `NO_CLOSURE_EFFECT | ADDITIONAL_VERIFICATION_REQUIRED | RECONCILIATION_REQUIRED | OWNER_DECISION_REQUIRED | STRATEGIC_REASSESSMENT_REQUIRED | THESIS_REVIEW_REQUIRED`. This is semantic agent judgment. ### 8. Validate ```bash python scripts/validate-artifact.py change_impact_analysis artifacts/change_impact_analysis.md
From ThorStarlord/sensemaking-skills, MIT.
More from ThorStarlord/sensemaking-skills
- 0.529score
interview-synthesis
ThorStarlord
Synthesize supplied customer interview transcripts or notes into traceable Jobs-to-Be-Done, behavioral patterns, problems, contradictions, and research…
SkillBFreshness: BClaude Code +9 - 0.529score
launch-checklist
ThorStarlord
Assess cross-functional launch readiness from supplied product, engineering, design, marketing, sales, support, legal, operations, analytics, risk, and…
SkillBFreshness: BClaude Code +9 - 0.529score
ab-test-analysis
ThorStarlord
Analyze supplied controlled-experiment observations with setup-integrity checks, effect estimates, uncertainty, guardrails, practical significance, and a…
SkillBFreshness: BClaude Code +9 - 0.529score
battlecard
ThorStarlord
Create an evidence-aware competitive battlecard for a named product, competitor, and segment using current market, product, pricing, review, and win-loss…
SkillBFreshness: BClaude Code +9 - 0.529score
competitive-analysis
ThorStarlord
Compare a product with named direct or indirect alternatives using source-dated market evidence, identify parity, gaps, strengths, weaknesses, threats, and…
SkillBFreshness: BClaude Code +9 - 0.529score
customer-journey
ThorStarlord
Map a bounded customer journey for a named persona or segment across relevant stages, touchpoints, actions, questions, emotions, pain points, opportunities…
SkillBFreshness: BClaude Code +9 - 0.529score
discovery
ThorStarlord
Frame an uncertain product problem into evidence-aware problem hypotheses, learning questions, validation approaches, and decision criteria.
SkillBFreshness: BClaude Code +9 - 0.529score
acceptance-criteria
ThorStarlord
Turn a bounded user story, feature rule, or delivery requirement into explicit testable acceptance scenarios covering happy paths, edge cases, errors, state…
SkillBFreshness: BClaude Code +9 - 0.529score
experiment-design
ThorStarlord
Design the smallest sufficiently rigorous, decision-discriminating product experiment after experimentation has already been independently warranted.
SkillBFreshness: BClaude Code +9 - 0.529score
measure-pmf
ThorStarlord
Assess Product-Market Fit signals by segment using supplied Sean Ellis survey responses, retention/cohort evidence, reference-customer evidence, organic pull…
SkillBFreshness: BClaude Code +9 - 0.529score
gtm
ThorStarlord
Build an evidence-aware go-to-market plan for a product, feature, segment, or positioning change across positioning, channels, messages, timeline, metrics…
SkillBFreshness: BClaude Code +9 - 0.529score
lean-canvas
ThorStarlord
Structure a product or business-model hypothesis across Lean Canvas problem, solution, unique value proposition, unfair advantage, customer segments…
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 7
- Last commit (this folder)
- Oct 15, 2026 (12 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from ThorStarlord
- 0.529score
discovery
ThorStarlord
Frame an uncertain product problem into evidence-aware problem hypotheses, learning questions, validation approaches, and decision criteria.
SkillBFreshness: BClaude Code +9 - 0.529score
competitive-analysis
ThorStarlord
Compare a product with named direct or indirect alternatives using source-dated market evidence, identify parity, gaps, strengths, weaknesses, threats, and…
SkillBFreshness: BClaude Code +9 - 0.529score
battlecard
ThorStarlord
Create an evidence-aware competitive battlecard for a named product, competitor, and segment using current market, product, pricing, review, and win-loss…
SkillBFreshness: BClaude Code +9 - 0.529score
customer-journey
ThorStarlord
Map a bounded customer journey for a named persona or segment across relevant stages, touchpoints, actions, questions, emotions, pain points, opportunities…
SkillBFreshness: BClaude Code +9 - 0.529score
acceptance-criteria
ThorStarlord
Turn a bounded user story, feature rule, or delivery requirement into explicit testable acceptance scenarios covering happy paths, edge cases, errors, state…
SkillBFreshness: BClaude Code +9 - 0.529score
experiment-design
ThorStarlord
Design the smallest sufficiently rigorous, decision-discriminating product experiment after experimentation has already been independently warranted.
SkillBFreshness: BClaude Code +9
Cite this page
change-impact-analysis skill. Agent Mart. https://agentmart.dev/skills/thorstarlord-change-impact-analysis (last updated 2026-10-24)