acceptance-criteria
Turn a bounded user story, feature rule, or delivery requirement into explicit testable acceptance scenarios covering happy paths, edge cases, errors, state…
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-acceptance-criteria
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/acceptance-criteria
What's inside
- Skill name
acceptance-criteria- Description
- Turn a bounded user story, feature rule, or delivery requirement into explicit testable acceptance scenarios covering happy paths, edge cases, errors, state transitions, integration effects, accessibility, performance, and other relevant constraints. Use for delivery_specification responsibility when detailed behavioral criteria are needed. Produce criteria_list; do not invent product rules or claim scenarios have passed.
- License
- MIT
- Instructions
- 31 lines in SKILL.md · view on GitHub
Files (3)
- SKILL.md
- methodology.md · references/
- output-contract.md · references/
SKILL.md (first lines)
# Acceptance criteria Satisfy a `delivery_specification` responsibility by producing `criteria_list`. ## Inputs Require one or more bounded stories/features plus known business rules and constraints. Prefer `story_list` and the source `prd` when available. ## Procedure 1. Read [references/methodology.md](references/methodology.md). 2. Identify the observable behavior actually required by the source story/feature. 3. Write scenario-oriented criteria using Given/When/Then where it improves precision. 4. Cover the happy path, relevant valid variations, error behavior, and consequential boundary conditions. 5. Add performance, accessibility, scale, persistence, security, or integration criteria only when the source requirement or domain evidence warrants them. 6. Trace each scenario to its source story/requirement. 7. Separate known requirements from open design/product questions. Do not resolve ambiguity by inventing rules. 8. Do not mark scenarios as passed, automated, QA-approved, or signed off without execution evidence. 9. Render [references/output-contract.md](references/output-contract.md) and return control. ## Stop or downgrade - If the source story is not bounded enough to determine expected behavior, preserve the ambiguity as an unresolved question. - If a criterion would introduce new product scope, identify it as proposed rather than silently incorporating it. - If verification requires external systems or performance measurements not available now, specify the criterion but do not claim it passed. ## Boundary `acceptance criterion != test result`, `scenario coverage != implementation`, and `specified quality threshold != measured performance`.
From ThorStarlord/sensemaking-skills, MIT.
More from ThorStarlord/sensemaking-skills
- 0.570score
change-impact-analysis
ThorStarlord
analyze a bounded contemplated or completed repository change to identify decision-relevant affected…
SkillAFreshness: AClaude 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
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
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
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 - 0.529score
hypothesis
ThorStarlord
Turn a product opportunity or proposed change into a falsifiable product hypothesis with target user, expected behavior, success and guardrail measures, risk…
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 7
- Last commit (this folder)
- Sep 10, 2026 (1 month 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
- 0.570score
change-impact-analysis
ThorStarlord
analyze a bounded contemplated or completed repository change to identify decision-relevant affected…
SkillAFreshness: AClaude 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
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
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
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
acceptance-criteria skill. Agent Mart. https://agentmart.dev/skills/thorstarlord-acceptance-criteria (last updated 2026-10-24)