task-orchestrator: Skill for Claude Code

.claude/skills/test-author/SKILL.md

test-author is a skill for Claude Code from jpicklyk/task-orchestrator. It costs 103 tokens per session (7,806 once invoked), scanned A, original, MIT.

A framework for writing tests from acceptance criteria, which are the conditions the finished work must meet. It keeps test authors independent from implementers and includes ways to probe for likely failures.

In plain words
What is it for?
It helps derive test scenarios, define expected results before implementation, create adversarial checks, and document test plans and test coverage.
Why use it?
It reduces tests that merely confirm the implementation, hide bugs, or claim coverage without actually testing the code.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: mentions CLAUDE.md.

This is jpicklyk/task-orchestrator's own configuration. It tells Claude Code how to work on task-orchestrator itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything task-orchestrator configures →

Reuse

Borrowing it

Nothing to install: this file belongs to jpicklyk/task-orchestrator. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/jpicklyk/task-orchestrator/main/.claude/skills/test-author/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/jpicklyk/task-orchestrator

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for test-author

README.md
[![agentmods](https://agentmods.dev/badge/skills/jpicklyk/task-orchestrator/test-author/github.svg)](https://agentmods.dev/skills/jpicklyk/task-orchestrator/test-author)
Your own site
<a href="https://agentmods.dev/skills/jpicklyk/task-orchestrator/test-author"><img src="https://agentmods.dev/badge/skills/jpicklyk/task-orchestrator/test-author/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for test-author

Your own site · 80×15
<a href="https://agentmods.dev/skills/jpicklyk/task-orchestrator/test-author"><img src="https://agentmods.dev/badge/skills/jpicklyk/task-orchestrator/test-author.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,806 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00103 $0.07806
Opus 5.5 $0.00041 $0.03122
Sonnet 5.5 $0.00021 $0.01561
Haiku 4.5 $0.00010 $0.00781

Measured 5d ago against content hash 3e1b269bfb65, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

test-author scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/test-author/SKILL.md · 518 lines

How it starts

The opening of the file, as written. The whole thing — 518 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Test Authoring Framework

This skill defines how test authorship is separated from implementation. It exists because an agent that writes both the code and its tests has no adversary in the loop — the tests confirm what was built, not what was intended. The trend record backing this trait names the recurring cost directly: vacuous positive assertions with || isEmpty() escapes, a test oracle computed from the implementation's own formula, assumeTrue wrapped around three real production bugs so they never turned the suite red, and coverage claimed in notes that didn't exist in the test tree. review-quality already names the bias — "the agent that wrote the tests has an inherent bias toward believing they're correct" — this skill is the structural fix upstream of review: an independent authorship step, gated at the point where an oracle can still be frozen before implementation exists to copy from.

Everything below applies whether the test author is a separate dispatch or, in a degraded mode, the same agent operating at a different, declared point in time. The separation is the point — follow it exactly even when it feels redundant with work you can already see.

When docs_read get (rootId, kind rule, slug test-author) succeeds, the served text is authoritative for §3–§10; this skill is the fallback and the Claude-specific addendum.


1. When This Applies — The Two Seats

The trait needs-test-author puts two seats on an item, occupied at different phases:

  • The plan author, at queue phase, fills test-plan — scenarios, oracle sources, and probes, frozen before any implementation exists. This is the structural lever: an oracle written before code exists cannot be derived from that code, no matter who writes it later.
  • The test author, at work phase, fills test-manifest — the actual test files, written after implementation has landed so they compile against the real signatures, but without reading the implementation's reasoning or its own tests.

Read the full file on GitHub · 518 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago Changed · +3 lines 3e1b269bfb65
  2. 11d ago Changed · +6 lines 256e13d122f2
  3. 17d ago Changed · +7 lines 3b018860f10c
  4. 28d ago Changed · +2 lines 468138030eb0
  5. 29d ago Changed · +5 lines 372f04f0b1eb
  6. 1mo ago Changed · +22 lines cf7a36369b9e
  7. 1mo ago Changed · +162 lines 45fb801212d1
  8. 1mo ago First seen · 311 lines · 103 tokens per session scan A 0cd614aa0675

Subscribe to this mod's changes

test-author is a skill published in the GitHub repository jpicklyk/task-orchestrator (210 stars, last pushed today), licensed MIT. It adds 103 tokens to every session and 7,806 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

test-audit

Audit whether tests detect regressions in the behavior they claim to protect. Find mocked-away subjects, weak or circular assertions, undiscriminating fixtures, swallowed failures, and tests missing from gates. Use for test-quality audits, suspected false confidence in generated tests, and reviewing new tests. Use…

iliaal/ai-skills · 68 tokens

verification-before-completion

Enforces fresh verification evidence before any completion claim. Use when about to claim "tests pass", "bug fixed", "done", "ready to merge", handing off work, or before editing when a request has ambiguous scope.

iliaal/ai-skills · 50 tokens

writing-tests

Generic test writing discipline: test quality, real assertions, anti-patterns, and rationalization resistance. Use when writing tests, adding test coverage, or fixing failing tests for any language or framework. Complements language-specific skills.

iliaal/ai-skills · 48 tokens

testing-quality-engineering

Use this capability for test plans, unit/integration/e2e tests, contract tests, property tests, snapshot strategy, mocks, test data, coverage, flaky tests, regression suites, quality gates, AI evals, and release verification. Trigger on test, QA, coverage, flaky, regression, e2e, integration, contract test, unit test…

KyaniteLabs/checkyourself · 85 tokens

browser-qa

Use when you need lightweight browser QA for a web page, local HTML file, or app: inspect console errors, broken assets, keyboard/focus behavior, viewport readability, and publish evidence-backed findings JSON through a local HTML report viewer.

liatrio-labs/ai-prompts · 51 tokens

gh-fix-tests

Fix failing GitHub CI checks on a PR.

zahardev/aicontext · 15 tokens