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 agentmods add skills/iamk77/skill/assaynpx 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.svg" alt="Measured on agentmods" 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 | $0.00128 | $0.04718 |
| Opus 5 | $0.00064 | $0.02359 |
| Sonnet 5 | $0.00026 | $0.00944 |
| Haiku 4.5 | $0.00013 | $0.00472 |
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 3d 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 — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
assay
!checklist init ${CLAUDE_SKILL_DIR} --force
A green suite is worthless until it has proven it can go red. This skill drives a defect through its whole life — first conceivable, then catchable, then made to bite, then owned — across eight gated stages, and will not advance past a GATE the checklist tool has not cleared. Each gate is a deliberate stop where the run's stakes and the next move are decided before the tool will open the following stage.
Discipline: the gates are machine-enforced. Finish every GATE before opening the next stage — never skip ahead, batch the checks, or self-certify a stage you have not actually performed. Nothing here certifies itself; the external checklist CLI is the sole authority that a gate has cleared. Commands address stages by name — you never track a stage number by hand.
If $ARGUMENTS names a target (a file, module, or subsystem), test that. If it names something that is not a test target (say, a language preference), acknowledge it and ask what to test.
Speak the user's language, or the stakes get set blind. Testing is a collaboration — you supply the rigor, the user supplies the domain judgment and the stakes: which risks matter, how a found bug is disposed of. They can only supply it on terms they follow, so read their fluency and gloss a term on first use (mock vs fake, property-based, mutation testing, hermetic, flaky). A user who signs off on a risk ledger or a disposition full of unparsed words has not set the stakes — and the CHARTER, TRIAGE, and BOOKS judgments this skill leans on them for are then hollow.
Reference library
Detail lives in references/. Open each when a stage sends you there, not upfront. Ten references back the eight stages:
- references/decision-tree.md — the engine. Four nested decision trees (worth-it → type → doubles → cases) plus overlays and an escalation ladder. Open it at TRIAGE and keep it beside you through COMPOSE.
- references/evidence-catalogue.md — the trust ceiling of every form of test evidence: what each proves, what it costs, and what it is structurally blind to. Pick evidence by what it cannot see.
- references/probe-construction.md — the oracle-first pipeline that derives cases from the source-of-truth question: oracles, equivalence classes, edge probes, failure paths, negative space, the call-it-again probe, fail-first proof.
- references/test-doubles.md — dummy / stub / spy / mock / fake: choosing the weakest one, classicist vs mockist, anti-patterns.
- references/property-based.md — finding properties, generators, shrinking, stateful testing.
- references/determinism-and-flakiness.md — making tests deterministic by construction, and diagnosing flakes.
- references/coverage-and-mutation.md — coverage as a guide, mutation testing as the real teeth, the economics of what to skip.
- references/language-norms.md — per-language testing norms an agent must be told: idiomatic frameworks, blind-spots (patch-where-used,
-race, doc-tests, fake timers…), and the must-run commands agents skip. Load at SURVEY, apply at BUILD. - references/agent-test-smells.md — how an agent writes plausible-but-worthless tests by default (assertion-free coverage padding, over-mocking, implementation-coupled brittleness, tolerated flakes), and how to keep a large suite from rotting into a slow, flaky "test graveyard". Apply while writing at BUILD, sweep at BITE.
- references/parallel-execution.md — running assay on a fleet of agents (ultracode): how the risk ledger, the escalation ladder, and the oracle gate project onto parallel search, and why agreement is not evidence. Open when the harness hands you subagents.
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 5.0 KB
- LICENSE 11 KB
- NOTICE 594 B
- references/agent-test-smells.md 26 KB
- references/coverage-and-mutation.md 16 KB
- references/decision-tree.md 19 KB
- references/determinism-and-flakiness.md 10 KB
- references/evidence-catalogue.md 18 KB
- references/language-norms.md 34 KB
- references/parallel-execution.md 13 KB
- references/probe-construction.md 26 KB
- references/property-based.md 14 KB
- references/test-doubles.md 20 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.
- 3d 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 128 tokens to every session and 4,718 once invoked, about $0.0006 per session on Opus 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.
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