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The Jev family is described as five narrowly scoped skills for triage, evaluation, document evidence, workflow design and next-action selection. A September 24, 2026 DEV Community article, originally published at SKILL123.me, reports a 10/10 security score for every skill. Those are the article’s evaluation results—not independently verified security certifications: the available account does not identify its rubric, assessor or test protocol.
What the Jev skills are designed to do
The article presents Jev as a set of decision-making components that a host agent can combine into larger workflows. Its central design distinction is between deciding and executing: a skill classifies, evaluates, finds evidence, designs a workflow or selects an action; the host supplies evidence, carries out permitted actions and checks what happened. This is the article’s description of the design, not an independently audited guarantee.
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jev-triage: classify and prioritize
jev-triage is described for sorting inbox items, support tickets or feedback, including bulk work that can be judged in parallel. The article highlights a “smoke_test” approach: try the task on paired records before scaling to a larger batch. Its stated output is labels and review queues, not drafted replies or automatic mailbox changes.
jev-eval: score against explicit criteria
jev-eval is for judging outputs against criteria, such as code changes, rubrics, batches of results or multi-turn interactions. The criteria belong to the user; a favorable evaluation is not permission to merge code or run a target. The article also reports recorded input/output pairs as an engineering feature.
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jev-documents: locate and verify evidence
jev-documents is described as finding, extracting and verifying information in documents or code inventories. The article points to source-span citations and explicit no-match outcomes as ways to make extracted claims traceable and avoid inventing an answer when evidence is absent.
jev: design a workflow
jev is the design-time hub: it assembles workflow patterns from a scenario library rather than acting as an ambient helper triggered by broad keyword matching. The article reports 108 documented scenarios and 14 recorded input/output pairs; these counts are claims in that article, not independently checked repository facts.
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jev-act: choose one next action
jev-act is described for selecting a single legal next action in a browser, desktop, game or simulation. The article’s safety principle is “selection does not grant permission”: a host must execute the action and check the result. Returning one action at a time is intended to support a loop in which the host observes the updated state before requesting another choice.
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What the reported evaluation scores show
The September 24, 2026 article reports the following scores. It does not provide, in the available account, the evaluation rubric or enough methodological detail to interpret the figures as a reproducible benchmark.
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| 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 |
All figures in the table are attributed to the DEV Community article, which says this was the first family in its evaluations to receive a 10/10 security score across all members. The available account does not identify who assessed the skills, how security was tested, what a 10 means, or whether an independent audit took place. A perfect score should therefore be read as a reported result under an unspecified evaluation—not as proof that the skills are secure in every deployment.
How to interpret the security claim and trigger scores
Security is only one category in the reported scoring. Trigger scores range from 5.5 to 7.5, which the article identifies as a comparative weakness. Its practical recommendation is to invoke the skills deliberately by name rather than expect them to operate as ambient helpers. The overall scores range from 8.4 to 9.2, but the article does not define how categories are weighted or how those totals were calculated.
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The article also attributes this summary to the Jev repository: “Jev chooses, classifies and scores. Your agent supplies evidence and takes action.” The repository location for that wording was not independently confirmed in the available account.
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The source is a DEV Community article dated September 24, 2026, identified as originally published at SKILL123.me. Its page was not separately accessible, and the underlying repository, skill files and evaluation records were not independently inspected. The reported role descriptions and scores can explain how the family is presented, but they do not establish current installation instructions, license or release status, or the existence of the cited scenarios and recorded examples. Those details require primary documentation.
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- Smartly Plan Ahead & Boost Your Productivity: Absolutely clever & efficient! With the planner notebook you can break down your daily tasks into half-hourly focus blocks and map out priorities & follow-up duties to keep your day on track and enhance productivity
- Plenty Of Space For Efficient Planning: Stay focused & manage your time wisely! The 9.3x6.3” (inner pages) work planner & organizer notebook offers ample space for 80 days of life-changing planning with each day being spread across 2 pages - set yourself up for purposeful days
- Now Is The Best Time To Start: The daily planner is undated so you can start to add structure to your schedule and cultivate new planning habits right away! Beat procrastination, boost happiness & make each day count with the hourly planner
- Adds Beauty To Daily Planning: A gorgeous terracotta cover, chic gold foil letters, a golden ring wire and a clean, easy-to-use layout - enjoy the gorgeous and modern design of the undated daily planner!
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