Agent skill

Ln 51 Acceptance Test Builder

by levnikolaevich in levnikolaevich/claude-code-skills

Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

MITAuto-check passedTesting & QA

Install Ln 51 Acceptance Test Builder

skills CLI
$ npx skills add levnikolaevich/claude-code-skills --skill ln-51-acceptance-test-builder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install levnikolaevich/claude-code-skills ln-51-acceptance-test-builder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/levnikolaevich/claude-code-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/quality-assurance-suite/skills/ln-51-acceptance-test-builder .claude/skills/ln-51-acceptance-test-builder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ln-51-acceptance-test-builder
GitHub stars
574
Token cost
~3.5k tokens
SKILL.md length
1,781 words
Files
1
Skills in repo
31
Repo updated
First seen
Licence
MIT

At a glance

Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

  • Works in 5 steps: Establish the Change Boundary → Design Reproducible Acceptance Evidence → Implement within Test Scope → …
  • Tasks that involve End-to-end testing
  • SKILL.md covers Tool Routing, Evidence Rules, Checklist and Self-Check, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ln 51 Acceptance Test Builder is an agent skill from levnikolaevich/claude-code-skills. Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering End-to-end testing. The repository describes itself as: Help your AI agent finish the job: solve the right problem, keep changes focused, and show what was verified. For Claude Code and Codex. The licence is MIT.

When your agent uses it

  • Tasks that involve End-to-end testing

Example prompts

  • “/ln-51-acceptance-test-builder”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Establish the Change Boundary
  2. Design Reproducible Acceptance Evidence
  3. Implement within Test Scope
  4. Execute and Preserve Evidence
  5. Finalize without Overclaiming

What it can do on your machine

Read from SKILL.md and the folder at commit 0ce8796. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ln 51 Acceptance Test Builder loads about 3.5k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 1,781 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~3.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from levnikolaevich/claude-code-skills at commit 0ce8796, republished under its MIT licence (© levnikolaevich). 1,781 words, ~3,468 tokens.

Download SKILL.mdSave it as .claude/skills/ln-51-acceptance-test-builder/SKILL.md (or your agent's skills folder).
name
ln-51-acceptance-test-builder
description
Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

Acceptance Test Builder

Goal: Deliver the smallest trustworthy acceptance-test portfolio for stated requirements through a user- or external-system-observable boundary. Modify only approved tests and test documentation; implement justified additions, updates, merges, and deletions without repairing product code.

Execution contract: The checklist defines completion. Track each item internally as PENDING, PROVEN with evidence, CLEARED with evidence its condition is absent, or UNPROVEN with a gap; reading, delegation, tool failure, a zero exit status, or a self-reported success is not proof; only the observed outcome is. Reconcile after each section. Before returning, resolve all PENDING, count only PROVEN and CLEARED, and apply verdict and approval rules to every gap. Preserve intent, scope, and existing authorization. Continue authorized work; ask only for consequential unresolved choices or required external approval. When no one can answer during the run, state the exact question and apply the skill's verdict for the remaining gap instead of waiting or guessing. Scale depth to material risk without skipping checks. Preserve dependency and safety order; otherwise choose an appropriate verification method. Accept equivalent user or repository evidence; no other skill, named artifact, or complete lifecycle is required. Preserve source requirement and decision IDs. Bind reused evidence to relevant source versions, dirty changes, configuration, and environment; invalidate only affected claims. On continuation, reconcile task, authorization, current state, and unresolved evidence. For long work, return a compact continuation record or update an already authorized artifact; read-only skills do not persist it. Distinguish artifact readiness, verified behavior, and external-action authority. Prepare authorized work before required approval. If blocked by an instruction, cite its exact source and unresolved boundary; do not invent approval gates from caution.

Tool Routing

NeedPreferred toolUse it whenFallback
Workspace safetyGit status, diff, repository instructions, and branch or worktree inspectionAlways before editingStop when user changes cannot be separated safely
Existing test conventionsFile listing, search, manifests, runner configuration, CI, and focused readsSelecting the project-native runner, layout, fixtures, and commandsFollow the nearest maintained test pattern
Behavior and wiringLanguage server or host-native code intelligenceLocating observable entrypoints, registration, consumers, and state boundariesNarrow search plus direct inspection
Test implementationNative editing tools and project generatorsCreating tests, fixtures, helpers, and narrowly required test documentationMinimal project-consistent files; never hand-edit generated state
Observable executionRepository-defined shell commands, browser, API client, CLI, or disposable integration environmentProving UI, protocol, command, or durable state outcomesReturn PARTIAL with the exact missing check
External contractOfficial version-matched documentation or specificationExpected behavior depends on a current external API or standardMark it UNVERIFIED; do not encode a guessed oracle

Never run acceptance tests against production or an unapproved external target. Do not deploy, publish, migrate shared data, rotate credentials, or accept changed output merely to make a test pass.

Evidence Rules

  • Derive expected behavior from requirements, public contracts, examples, invariants, or an independent reference; never from the implementation calculation being tested.

  • Prefer a terminal durable or user-visible outcome over an intermediate status, mock call, log line, or internal method result.

  • Use golden files or snapshots only for deterministic, reviewable contracts. Updating expected output is a specification change, not test verification.

  • Make setup, data allocation, execution, cleanup, and rerun behavior reproducible; preserve the first failure before retries or cleanup obscure it.

  • A passing command proves only the environment and scenarios it actually exercised. State every excluded cell and unavailable boundary.

  • Treat KEEP, ADD, UPDATE, MERGE, DELETE, and NO_TEST as portfolio decisions, distinct from execution results. Do not default to ADD when existing evidence, consolidation, retirement, or accepted residual risk is the better answer.

  • Delete or merge only when the test basis is obsolete or evidence shows that all still-required unique material behavior, failure modes, oracle strength, and useful failure localization remain covered.

Checklist

1. Establish the Change Boundary
  • Resolve the requirements, acceptance criteria, actor, protected outcome, observable contract, explicit non-goals, approved portfolio decisions, allowed test paths, and allowed test-documentation paths; label inferred experience qualities as assumptions.
  • Read applicable repository instructions and inspect Git state, untracked files, generated areas, and existing user changes before editing.
  • Detect the project-native runner, directory layout, naming, fixtures, setup, cleanup, environment configuration, and CI invocation.
  • Inventory existing tests affected by the requirement or contract and map their actual oracles before creating a new test.
  • Map each requirement to the boundary that can prove it: UI, API, CLI, message, integration, file, or durable state.
  • Identify credentials, services, accounts, ports, devices, browsers, datasets, and destructive effects required by the scenarios.
  • Return BLOCKED before editing when no safe target, reliable expected contract, or separable workspace exists.
2. Design Reproducible Acceptance Evidence
  • Define the protected outcome, defect class, setup, action, terminal outcome, independent oracle, expected evidence, and cleanup for every requirement.
  • Confirm or derive one portfolio action per affected test and material risk. When no approved strategy exists, justify the action from impact, plausible failure, uniqueness, trust, and maintenance cost; record NO_TEST with existing proof, another control, or accepted residual risk.
  • Test value and boundary: Require every test to detect a concrete defect in this product's business logic and name the protected business outcome. Prefer E2E through user or external-system boundaries; use integration or unit tests only for business scenarios difficult to exercise reliably through E2E. Reject platform, trivial-wiring, implementation-detail, and duplicate proof with no distinct business failure signal.
  • Include invalid, authorization, boundary, partial-failure, retry, idempotency, recovery, and compatibility behavior only when it can materially change the protected outcome.
  • Allocate unique or namespaced test data and control clock, randomness, locale, ordering, and concurrency where they affect reproducibility.
  • Use real dependencies or approved emulators when mocks would bypass the behavior under acceptance; pin versions and verify readiness and reset behavior.
  • For deterministic output, derive golden or diff expectations from an independent contract and keep the artifact small enough to review.
  • For nondeterministic output, assert stable invariants and semantic fields instead of normalizing away failures or snapshotting noise.
  • UI test locators: Use stable project-native semantic locators (roles, accessible names, labels) or explicit IDs/test hooks according to the observable contract and locale strategy. Avoid styling, position, timing, and incidental structure. Treat exact-copy assertions separately when copy is a requirement; do not require product edits solely to add hooks when a robust semantic locator exists.
  • Define the required or diagnostic gate and a review or retirement trigger when evidence is temporary, compatibility-bound, incident-specific, or coupled to a changing contract.
Show full SKILL.md (725 more words)Show less
3. Implement within Test Scope
  • Create or update tests in the existing project layout with behavioral names and failure messages that identify the violated requirement, protected outcome, and detected defect.
  • Implement approved MERGE and DELETE actions without leaving superseded tests, fixtures, snapshots, helpers, registrations, or CI entries; preserve replacement traceability in repository-native paths, names, tags, or task evidence.
  • Reuse maintained fixtures and helpers only when their defaults and side effects remain visible; avoid a new abstraction for one scenario.
  • Make setup fail fast on missing prerequisites and make cleanup safe after success, assertion failure, timeout, cancellation, or partial setup.
  • Keep tests rerunnable and idempotent; do not depend on execution order or silently reuse state from a previous run.
  • Add the narrowest required test documentation only when contributors otherwise cannot configure, run, interpret, or clean up the new evidence.
  • Do not edit production code, weaken assertions, broaden timeouts without evidence, skip failing cases, or regenerate expected artifacts to obtain a pass.
  • Inspect the diff for unrelated formatting, generated churn, secrets, environment-specific paths, and changes outside the approved scope.
4. Execute and Preserve Evidence
  • Run the smallest affected scenario first, then the relevant suite and required repository gate when available; when actions only remove evidence, run the replacement or nearest retained proof.
  • Record command, working directory, environment class, target, versions, exit status, duration, artifacts, and actual scenarios executed. No selected tests or all-skipped output cannot prove acceptance.
  • Preserve the first failing output, seed, order, request, response, screenshot, diff, or durable state needed to reproduce the defect.
  • Distinguish product failure, test defect, environment failure, unavailable dependency, and flaky evidence before changing the test.
  • If a valid test exposes a product defect, retain the failing acceptance evidence and report the smallest reproduction; never repair product code. Continue independent in-scope test work when safe.
  • Verify cleanup and rerun at least the affected scenario when state ownership or idempotency is material.
  • Avoid retries unless they diagnose nondeterminism; a retry must not convert the initial failure into a silent pass.
5. Finalize without Overclaiming
  • Map every requirement and protected outcome to its final test path or NONE, command or alternative control, oracle or accepted risk, and result as PASS, FAIL, BLOCKED, or UNPROVEN.
  • Reconcile planned and actual portfolio actions, including justified deviations, and report the net count of tests added, updated, merged, and deleted without treating counts as quality targets.
  • Preserve source acceptance identifiers and expected behavior independently of implementation; report selected/executed/skipped scope and never accept zero executed relevant tests as proof.
  • Use DELIVERED when all approved portfolio actions are implemented and required evidence records a trustworthy PASS or product FAIL, or a justified NO_TEST control. Unresolved test defects are not completed evidence; this verdict does not certify product correctness.
  • Use PARTIAL when safe work remains unfinished or environment, dependency, test defects, or interruption prevents trustworthy execution; state the exact remaining action or check.
  • Use BLOCKED when actions cannot be implemented safely, requirements lack a reliable oracle, or the workspace cannot be protected.

Self-Check

  • Reconcile before returning. Check item-level evidence, requirement coverage, contradictions, scope, verdict, and applicable cleanup. Correct the report or authorized artifacts. Reuse valid evidence; do not automatically rescan the repository or rerun successful commands. Repeat checks only for relevant changes, failures, or unresolved evidence. Disclose remaining gaps.

Output Contract

Report in the user's language, in this order; label all five fields and state each fact once. Use controlled plain language: one fact per sentence, usually under 20 words, active voice, and one term per concept, with no synonyms for verdicts, IDs, or states. Small results may use one line per field; omit empty tables and do not copy linked artifacts:

  1. Result: The exact skill-specific verdict token first, then the supported outcome.
  2. Scope: Reviewed/changed scope, exclusions, baseline, and material assumptions.
  3. Evidence: Skill-specific fields below; distinguish facts, inferences, and unverified claims. Link artifacts; use tables when useful.
  4. Verification: Checks/results, unavailable evidence, and applicable cleanup/external state.
  5. Completion: Checklist: X/Y complete; Incomplete: None or each UNPROVEN item's reason, outcome impact, and exact next action; residual risks and required decisions.

Skill-specific evidence: Requirement/protected outcome → existing evidence → portfolio action → final test path or NONE → independent oracle/command → gate/result → retirement trigger. List changed test/documentation files, replacement evidence for consolidation/deletion, net portfolio effect, exact commands and artifacts, retained product-failure reproductions, cleanup, unavailable environments, and excluded cells. Evidence completion does not imply product correctness.

© levnikolaevich, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugins/quality-assurance-suite/skills/ln-51-acceptance-test-builder of levnikolaevich/claude-code-skills.

Open the folder on GitHubat commit 0ce8796

Compare with similar skills

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Ln 51 Acceptance Test Builder compared with similar skills
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Categories

Questions about Ln 51 Acceptance Test Builder

What does Ln 51 Acceptance Test Builder do?

Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code. Ln 51 Acceptance Test Builder is an agent skill from levnikolaevich/claude-code-skills. Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

When should I use Ln 51 Acceptance Test Builder?

Ln 51 Acceptance Test Builder fits situations like: tasks that involve End-to-end testing.

How do I install Ln 51 Acceptance Test Builder in Claude Code?

Run `npx skills add levnikolaevich/claude-code-skills --skill ln-51-acceptance-test-builder -a claude-code`. Or copy the skill folder (plugins/quality-assurance-suite/skills/ln-51-acceptance-test-builder in levnikolaevich/claude-code-skills) into .claude/skills/ln-51-acceptance-test-builder in your project. Claude Code loads it when a task matches its description.

How do I install Ln 51 Acceptance Test Builder in Codex?

Run `npx skills add levnikolaevich/claude-code-skills --skill ln-51-acceptance-test-builder -a codex`. Or copy the skill folder (plugins/quality-assurance-suite/skills/ln-51-acceptance-test-builder in levnikolaevich/claude-code-skills) into .agents/skills/ln-51-acceptance-test-builder in your project. Codex loads it when a task matches its description.

Can I use Ln 51 Acceptance Test Builder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add levnikolaevich/claude-code-skills --skill ln-51-acceptance-test-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ln-51-acceptance-test-builder, .gemini/skills/ln-51-acceptance-test-builder, .github/skills/ln-51-acceptance-test-builder and .opencode/skills/ln-51-acceptance-test-builder in your project.

What does Ln 51 Acceptance Test Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Ln 51 Acceptance Test Builder is instructions for the agent only.

Does Ln 51 Acceptance Test Builder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ln 51 Acceptance Test Builder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ln 51 Acceptance Test Builder use?

Ln 51 Acceptance Test Builder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ln 51 Acceptance Test Builder use?

About 3.5k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ln 51 Acceptance Test Builder?

Skills that share tags, products or a category with Ln 51 Acceptance Test Builder: Web Application Testing (anthropics/skills, 180k stars), TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars), Uloop Replay Input (kurotu/VRCQuestTools, 373 stars) and Ui4 Convert Tests (payloadcms/payload, 45k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ln 51 Acceptance Test Builder?

levnikolaevich (a GitHub user) maintains it in levnikolaevich/claude-code-skills, which has 574 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 5, 2026.

Source: levnikolaevich/claude-code-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.