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paperclipai/paperclip/packages/skills-catalog/catalog/bundled/quality/qa-acceptance/SKILL.md

qa-acceptance

Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.

Source repository stars
74,938
Declared platforms
0
Static risk flags
0
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

Write acceptance criteria that a reviewer can run against the running app and decide pass or fail without asking the author. The criteria are the contract — automated tests cover correctness, QA covers feature-level behavior.

Best for

  • A feature change is heading to QA and needs a written validation plan.
  • A reviewer is asked to verify a PR that touches user-visible behavior.
  • An incident postmortem requires a regression check before reopen-prevention.

Not for

  • Acceptance phrased as test plan ("write a Cypress test for X"). Acceptance is what is true after the change ships; tests are how you check.
  • Criteria that depend on inspecting implementation details (selectors, query plans). Stay observable.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/paperclipai/paperclip --skill "packages/skills-catalog/catalog/bundled/quality/qa-acceptance"
Safe inspection promptEditorial

Inspect the Agent Skill "qa-acceptance" from https://github.com/paperclipai/paperclip/blob/77979950381a99271e4690c581a7440b73807b11/packages/skills-catalog/catalog/bundled/quality/qa-acceptance/SKILL.md at commit 77979950381a99271e4690c581a7440b73807b11. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    When to use

    A feature change is heading to QA and needs a written validation plan.

    A feature change is heading to QA and needs a written validation plan.A reviewer is asked to verify a PR that touches user-visible behavior.An incident postmortem requires a regression check before reopen-prevention.
  2. 02

    When not to use

    The change is unit-test-only (utility refactor, internal naming). Acceptance criteria are unnecessary churn.

    The change is unit-test-only (utility refactor, internal naming). Acceptance criteria are unnecessary churn.You are asked to write tests against API contracts. Use contract testing, not feature QA.- The change is unit-test-only (utility refactor, internal naming). Acceptance criteria are unnecessary churn. - You are asked to write tests against API contracts. Use contract testing, not feature QA.
  3. 03

    Acceptance criteria format

    Each criterion is a single, independently-verifiable statement:

    Each criterion is a single, independently-verifiable statement:Avoid criteria that combine multiple whens or thens. Split them.
  4. 04

    What every plan must cover

    1. Golden path. The most common successful flow, end to end. 2. Empty and minimum states. Zero items, one item, missing optional inputs. 3. Boundary inputs. Max length strings, max numeric values, unicode, RTL text where applicable. 4. Error states. Network failure, permission d…

    Golden path. The most common successful flow, end to end.Empty and minimum states. Zero items, one item, missing optional inputs.Boundary inputs. Max length strings, max numeric values, unicode, RTL text where applicable.
  5. 05

    Evidence

    Each criterion needs evidence on the verification pass:

    Screenshot or short clip for UI behavior.Copied console / network output for API behavior.Log snippet or activity row for telemetry.

Permission review

Static risk signals and limitations

No configured static risk pattern was detected

This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score88/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars74,938SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
paperclipai/paperclip
Skill path
packages/skills-catalog/catalog/bundled/quality/qa-acceptance/SKILL.md
Commit
77979950381a99271e4690c581a7440b73807b11
License
MIT
Collected
2026-07-28
Default branch
master
View the original SKILL.md

QA Acceptance

Write acceptance criteria that a reviewer can run against the running app and decide pass or fail without asking the author. The criteria are the contract — automated tests cover correctness, QA covers feature-level behavior.

When to use

  • A feature change is heading to QA and needs a written validation plan.
  • A reviewer is asked to verify a PR that touches user-visible behavior.
  • An incident postmortem requires a regression check before reopen-prevention.
  • A release candidate needs a pre-cut smoke pass.

When not to use

  • The change is unit-test-only (utility refactor, internal naming). Acceptance criteria are unnecessary churn.
  • You are asked to write tests against API contracts. Use contract testing, not feature QA.

Acceptance criteria format

Each criterion is a single, independently-verifiable statement:

- **Given** <starting state>, **when** <action>, **then** <observable outcome>.

Example:

- **Given** a CSV export with 0 rows, **when** the user clicks Export, **then** the file downloads with only the header row and the UI shows "Exported 0 rows".

Avoid criteria that combine multiple whens or thens. Split them.

What every plan must cover

  1. Golden path. The most common successful flow, end to end.
  2. Empty and minimum states. Zero items, one item, missing optional inputs.
  3. Boundary inputs. Max length strings, max numeric values, unicode, RTL text where applicable.
  4. Error states. Network failure, permission denied, validation failures, conflict (409), not found (404).
  5. Concurrency and ordering. Two users acting at once, race against background jobs, refresh during mutation.
  6. Performance envelope. The largest realistic input the change must handle without UI hangs or timeouts.
  7. Backward compatibility. Existing data, existing URLs, persisted user preferences continue to work.
  8. Telemetry and audit. Events, logs, or activity entries the change is supposed to emit.

If a section is genuinely not applicable, write "N/A: " — do not silently omit.

Evidence

Each criterion needs evidence on the verification pass:

  • Screenshot or short clip for UI behavior.
  • Copied console / network output for API behavior.
  • Log snippet or activity row for telemetry.
  • Timing measurement for performance criteria.

"Looks good to me" without evidence is not a pass.

Quarantine and follow-up

  • A failing criterion blocks acceptance unless explicitly waived by the owner with a tracked follow-up issue.
  • "Known issue" without a linked follow-up is not a waiver.
  • If you add a new criterion mid-pass, restart the pass — partial coverage hides regressions.

Handoff back to the author

Return the validation plan with three sections:

  • Pass. Criteria that passed, with one-line evidence summaries.
  • Fail. Criteria that failed, with the exact reproduction.
  • Blocked. Criteria you could not run, with why.

The author owns turning failures into either fixes or accepted deferrals.

Anti-patterns

  • Acceptance phrased as test plan ("write a Cypress test for X"). Acceptance is what is true after the change ships; tests are how you check.
  • Criteria that depend on inspecting implementation details (selectors, query plans). Stay observable.
  • Long checklists with no priority. Mark must-pass criteria distinctly from nice-to-have.
  • Validation reports that say "passed" with no evidence. Reviewers cannot audit those.

Alternatives

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