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One free scan finds every outdated or missing driver and matches the right update for your exact hardware.Free scan · exact hardware matchThe Jev skill family is described as five focused tools for classifying, evaluating, finding evidence, designing workflows, and selecting actions. A September 24, 2026 DEV Community article, originally published at SKILL123.me, reports a 10/10 security score for each skill. That is the article’s evaluation claim—not an independently verified security audit: the available account does not identify its assessor, rubric, or test protocol.
What the five Jev skills do
The five skills are presented as decision-making components that a host agent can combine into larger workflows. The design distinction the article emphasizes is between deciding and doing: skills classify, judge, find, design, or select; the host supplies evidence, carries out actions, and checks results. This is the article’s description of the design, not an independently confirmed guarantee.
jev-triage: classify and prioritize incoming items
jev-triage is intended for inbox items, support tickets, and feedback. It classifies and prioritizes items, including in bulk. The article describes a “smoke_test” approach: first validate the task-specific pilot on paired records, then consider scaling to a larger batch. Its stated output is labels and review queues—not replies or automatic mailbox changes.
jev-eval: score outputs against criteria
jev-eval evaluates outputs against explicit criteria. The described uses include reviewing code changes, applying rubrics, evaluating batches, and assessing multi-turn interactions. The article says criteria come from the user; a score is not permission to merge code or run a target. It also reports recorded input/output pairs as an engineering feature.
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jev-documents: find and verify evidence
jev-documents locates, extracts, and verifies information in documents or code inventories. The article highlights source-span citations, which connect an extracted claim to its location, and explicit no-match outcomes, which make it possible to distinguish absent evidence from an unsupported guess.
jev: design a workflow
jev is described as a design-time hub that assembles workflow patterns from a scenario library, rather than acting as an ambient helper triggered by keywords. The article reports 108 documented scenarios and 14 recorded input/output pairs; those counts have not been independently checked. Its repository summary, as quoted by the article, is: “Jev chooses, classifies and scores. Your agent supplies evidence and takes action.”
jev-act: select one next action
jev-act selects one legal next action in a browser, desktop, game, or simulation. The article stresses that “selection does not grant permission”: a host must execute the selected action and check the result. Selecting one action per call is presented as a way to support a loop in which the host observes the updated state before requesting another selection.
What the reported scores say
The September 24, 2026 DEV Community article reports these scores for the five skills. All figures below are the article’s evaluation results; the source record does not provide the scoring rubric or underlying test evidence.
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Rank #3
| Skill | Overall | Trigger | Structure | Workflow | Content | Engineering | Security |
|---|---|---|---|---|---|---|---|
| jev-triage | 9.2 | 7.5 | 10 | 9.6 | 9 | 9 | 10 |
| jev-eval | 9.1 | 7 | 9.3 | 9.6 | 9 | 10 | 10 |
| jev | 8.6 | 5.5 | 9.3 | 8.8 | 9 | 10 | 10 |
| jev-documents | 8.6 | 6 | 9.3 | 8.8 | 9 | 9 | 10 |
| jev-act | 8.4 | 5.5 | 9.3 | 8.4 | 9 | 9 | 10 |
The article calls Jev the first family in its evaluations to earn 10/10 for security across every member. Without the rubric, assessor, test protocol, or an independent audit, that should be read as a reported score—not proof that the skills are secure for every deployment or use case.
Why the trigger scores matter
Trigger scores range from 5.5 to 7.5 in the article’s evaluation, lower than several other reported categories. The article’s practical recommendation is to invoke a skill deliberately by name rather than rely on it to activate as an ambient helper. That distinction matters when designing a workflow: a skill can be useful once selected, but reliable activation is a separate question from the quality or security of its output.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What to take from the security claim
The article presents the five skills as bounded decision components: they provide judgments or a proposed next action, while a host agent supplies evidence, controls execution, and checks outcomes. That separation can clarify responsibilities in a workflow, but it does not by itself establish that an implementation prevents unsafe behavior. The reported 10/10 scores are useful as a summary of the article’s evaluation; assessing security for a real deployment would require the underlying rubric, test results, and current skill contents.
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