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antithesis-workload

Implement Antithesis workloads by turning the property catalog into SDK assertions and test commands, then refine coverage after triage.

Quality

80%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./antithesis-workload/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, highly actionable instruction-only skill body with strong workflow sequencing, explicit validation and feedback loops, and a self-review checklist. Its weaknesses are minor: an orphaned reference file that is never linked, a few conversational passages, and complete reliance on reference files for code-level examples.

Suggestions

Add references/multi-test-directories.md to the Reference Files table (e.g., "When the workload needs multiple test directories") or link it from the test-commands workflow step, so the 135-line file is discoverable rather than orphaned.

Remove the duplicated "**Skill version:** 2026-10-21 4f8d80b" line — the version already lives in frontmatter metadata, and the dated value is time-sensitive information that will drift.

Tighten the conversational passages in "Present and recommend" (e.g., the provenance re-confirmation rationale and "The user will speak up if it no longer matches...") to preserve clarity at lower token cost.

DimensionReasoningScore

Conciseness

The body is dense and domain-specific (SDK assertion types, command prefixes, timeline semantics) with almost no explanation of concepts Claude already knows, but has minor trim candidates: the duplicated "**Skill version:** 2026-10-21 4f8d80b" line carrying time-sensitive version/date info already in frontmatter, and conversational prose in "Present and recommend" ("The user will speak up if it no longer matches the system they're working on"). It is not 5 because of those instances, and not 3 because there is no padded or unnecessary explanatory section.

4 / 5

Actionability

Concrete, executable guidance throughout: exact commands ("snouty --version", "snouty update", "snouty validate"), exact paths ("antithesis/scratchbook/properties/{slug}.md", "/opt/antithesis/test/v1/{name}/"), exact command prefixes, and concrete decision strategies with rationale. It is not 5 because the actual assertion-writing has no inline example — all code-level detail is deferred to references/assertions.md — leaving minor gaps in the body itself; it is not 3 because nothing is pseudocode or vague.

4 / 5

Workflow Clarity

Two explicitly numbered workflows ("Implement next property", "Post-triage iteration") with explicit gating ("DO NOT PROCEED if..."), a built-in feedback loop ("unfired ones are evidence the workload isn't reaching its targets and the starting point for iteration"), a validation step ("Use `snouty validate` on `antithesis/config`... Make sure to build the latest images before running validate"), and a comprehensive self-review checklist with fresh-context reviewer instructions. This matches the anchor with explicit validation, feedback loops, and checklists; it is clearly not 4, which allows missing checkpoints.

5 / 5

Progressive Disclosure

A Reference Files table with a "When to read" column clearly signals all five referenced files, which all exist and are peer-level. However, the actual bundle contains references/multi-test-directories.md (135 lines) that is orphaned — absent from the table and referenced nowhere in SKILL.md or by peer references — so navigation to that content relies on chance discovery. Good structure with a minor organization gap fits anchor 4; it is not 5 because of the orphan file, and not 3 because the rest of the structure is well-signaled and one level deep.

4 / 5

Total

17

/

20

Passed

Description

71%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A specific, concise, well-targeted description that clearly states what the skill does across its whole lifecycle. Its main weakness is the absence of an explicit "Use when..." trigger clause and of natural synonyms that would improve both completeness and discoverability.

Suggestions

Add an explicit "Use when..." clause, e.g., "Use when the user asks to implement or improve an Antithesis workload, write SDK assertions, or expand test-command coverage after a triage run."

Include natural synonyms and related phrases users might say — fault injection testing, chaos engineering, property-based testing, fuzzing — so the skill triggers on phrasing that does not mention "Antithesis" verbatim.

Disambiguate from sibling skills in the family by phrasing the tail as "then return here after triage to refine coverage", making clear this skill owns implementation rather than triage itself.

DimensionReasoningScore

Specificity

The description lists multiple concrete, specific actions covering the skill's full lifecycle — "turning the property catalog into SDK assertions and test commands, then refine coverage after triage" — with no vague filler. It matches the comprehensive-coverage anchor rather than the several-actions-with-gaps anchor below it.

5 / 5

Completeness

The "what" is clear and concrete, but there is no "Use when..." clause or equivalent explicit trigger guidance; "after triage" describes workflow order, not when to invoke the skill. Per the judging guidelines a missing explicit trigger clause caps completeness at 3, and it is not 2 because the "what" half is fully present.

3 / 5

Trigger Term Quality

Good keyword coverage with natural domain terms — "Antithesis workloads", "SDK assertions", "test commands", "triage", "coverage" — but a few natural terms and synonyms are missing (e.g., fault injection, chaos/property-based testing). It sits above the some-keywords-missing-variations anchor (3) and below the comprehensive-synonyms anchor (5).

4 / 5

Distinctiveness Conflict Risk

"Implement Antithesis workloads" is a clear niche with distinct triggers, but "refine coverage after triage" overlaps with the closely related antithesis-triage and antithesis-launch sibling skills. Minor overlap with closely related skills fits anchor 4; it is not 5 because of that sibling-family overlap, and not 3 because the primary trigger is unambiguous.

4 / 5

Total

16

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

15

/

16

Passed

Repository

antithesishq/antithesis-skills

Path

antithesis-workload/SKILL.md

Reviewed

Table of Contents

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