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.
npx skills add IamK77/Skill --skill assaygit clone --depth 1 https://github.com/IamK77/SkillWrote 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.
[](https://agentmods.dev/skills/iamk77/skill/assay)<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.
<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>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.
| Model | Per session | Once 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 | $0.00122 |
Grade A, and why
assay scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
assay
Build regression tests around observable behaviour and demonstrate that they detect the fault. Use for test design, missing coverage, and validating a code change.
Inputs
Behaviour or defect to protect; observable acceptance examples; target project; its actual test command and supported test environment.
Run record
Use checklist 0.5 or newer for this SOP. Reading or reloading the skill must not reset work. For a new task, run checklist init "${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>"
What ships with it
13 files 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.
- .checklist.yml 1.1 KB
- LICENSE 11 KB
- NOTICE 594 B
- references/agent-test-smells.md 1.6 KB
- references/coverage-and-mutation.md 1.2 KB
- references/decision-tree.md 1.2 KB
- references/determinism-and-flakiness.md 1.2 KB
- references/evidence-catalogue.md 1.2 KB
- references/language-norms.md 1.2 KB
- references/parallel-execution.md 1.2 KB
- references/probe-construction.md 1.3 KB
- references/property-based.md 1.2 KB
- references/test-doubles.md 1.2 KB
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.
- 1mo ago Changed · -103 lines · -97 tokens per session cddde1141538
- 2mo ago First seen · 202 lines · 128 tokens per session scan A 75d24030ce33
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.
assay compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| assayIamK77/Skill | Skill | 2 | 1mo ago | Apache-2.0 | A | 31 | Claude Code |
| vvvv-testingtebjan/vvvv-skills | Skill | 34 | 9d ago | none | A | 82 | Claude Code, Codex |
| quinnlingxling/awesome-skills-cn | Skill | 334 | 1mo ago | MIT | A | 16 | Claude Code |
| agent-evalslingxling/awesome-skills-cn | Skill | 334 | 1mo ago | MIT | B | 38 | Claude Code |
| rust-testingaffaan-m/ECC | Skill | 302k | 5d ago | MIT | A | 31 | Claude Code, Kiro |
| golang-testingaffaan-m/ECC | Skill | 302k | 5d ago | MIT | A | 37 | Claude Code, Kiro |
| principle-test-behavior-not-implementationmichael-denyer/pstack-claude | Skill | 4.3k | yesterday | MIT | A | 50 | Claude Code |