assay

assay is a skill for Claude Code from IamK77/Skill. It costs 31 tokens per session (1,216 once invoked), scanned A, original, Apache-2.0.

A risk-based approach to testing software: deciding what to test, which kind of test to use, and which test cases are most likely to find bugs. It covers unit tests for small pieces, integration tests for connected parts, and end-to-end tests for complete user flows.

In plain words
What is it for?
Use it when testing a function, module, API, or full system. It helps choose test cases and test doubles—stand-ins for real dependencies—based on the likely impact of failures.
Why use it?
It prevents teams from treating a green test suite as proof that the software works. The process checks that tests can actually fail when a defect is introduced and that important risks are covered.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the engineering plugin — 10 skills shipped together

Good fit Use it when testing a function, module, API, or full system. It helps choose test cases and test doubles—stand-ins for real dependencies—based on the likely impact of failures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/iamk77/skill/assay
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add IamK77/Skill --skill assay
Clone the repo
git clone --depth 1 https://github.com/IamK77/Skill

Made for: Claude Code.

Or install engineering, the plugin that ships this one along with the rest of its 10 skills.

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 assay

README.md
[![agentmods](https://agentmods.dev/badge/skills/iamk77/skill/assay/github.svg)](https://agentmods.dev/skills/iamk77/skill/assay)
Your own site
<a href="https://agentmods.dev/skills/iamk77/skill/assay"><img src="https://agentmods.dev/badge/skills/iamk77/skill/assay/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 assay

Your own site · 80×15
<a href="https://agentmods.dev/skills/iamk77/skill/assay"><img src="https://agentmods.dev/badge/skills/iamk77/skill/assay.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,216 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.
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 $0.00031 $0.01216
Opus 5.5 $0.00012 $0.00486
Sonnet 5.5 $0.00006 $0.00243
Haiku 4.5 $0.00003 $0.00122

Measured 1mo ago against content hash cddde1141538, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

assay 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 1mo 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.

skills/engineering/assay/SKILL.md · 99 lines

How it starts

The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.

assay

Build regression tests around observable behaviour and demonstrate that they detect the fault. Use for test design, missing coverage, and validating a code change.

Inputs

Behaviour or defect to protect; observable acceptance examples; target project; its actual test command and supported test environment.

Run record

Use checklist 0.5 or newer for this SOP. Reading or reloading the skill must not reset work. For a new task, run checklist init "${CLAUDE_SKILL_DIR}" --new --path "/absolute/project"; retain its returned ID as RUN. For existing work, use checklist resume "$RUN", then checklist show --run "$RUN". Outside Claude, replace the skill-directory variable with this directory’s actual path.

Commands below record work after it is done. Replace evidence placeholders with concise artifact locations and observations. Manual confirmations are not independent proof; a sensor pass covers only the command and inputs it observed. verify does not close a stage; advance checks that its required readings are fulfilled. Use report --run "$RUN" for the retained history.

Before starting, inspect the project and bind TEST_CMD to its real trusted command with --var 'TEST_CMD=<actual command>'. Do not use an echo/no-op to produce a green result. checklist resume "$RUN" --var 'TEST_CMD=<new command>' changes the binding and invalidates earlier readings; commands and output are stored locally, so do not bind secrets.

Procedure

contract

Translate the requirement into examples and identify the cheapest level that observes the real behaviour. Name external boundaries and decide which may be substituted without replacing the subject of the test.

Record these artifacts after doing the work:

  • Acceptance examples name observable outcomes and relevant edge cases. checklist check contract behaviour --run "$RUN" --evidence "<artifact and observation>"
  • Test level and any doubles preserve the behaviour under test. checklist check contract boundary --run "$RUN" --evidence "<artifact and observation>"

Read the full file on GitHub · 99 lines

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. 1mo ago Changed · -103 lines · -97 tokens per session cddde1141538
  2. 2mo ago First seen · 202 lines · 128 tokens per session scan A 75d24030ce33

Subscribe to this mod's changes

assay is a skill published in the GitHub repository IamK77/Skill (2 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 31 tokens to every session and 1,216 once invoked, about $0.0001 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 2026-08-31.

Related

assay compared with skills from other repositories

assay next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
assayIamK77/SkillSkill21mo agoApache-2.0A31Claude Code
vvvv-testingtebjan/vvvv-skillsSkill349d agononeA82Claude Code, Codex
quinnlingxling/awesome-skills-cnSkill3341mo agoMITA16Claude Code
agent-evalslingxling/awesome-skills-cnSkill3341mo agoMITB38Claude Code
rust-testingaffaan-m/ECCSkill302k5d agoMITA31Claude Code, Kiro
golang-testingaffaan-m/ECCSkill302k5d agoMITA37Claude Code, Kiro
principle-test-behavior-not-implementationmichael-denyer/pstack-claudeSkill4.3kyesterdayMITA50Claude Code