Decision model use cases

Could executing this action cause data loss, a charge, a logout, an account or permission change, a message sent to another person, or another irreversible side effect?

yes · no

Example: jev-droid · Source ↗

Agent skills

Does this output follow this rule from the skill?

yes · no

Example: skill-tester · Source ↗

EarlierAdded 31 Oct 2026

Reasoning effort

How much reasoning effort does this task need?

low · medium · high

Example: jev-router for Claude Code · Source ↗

Group chats

Should the bot reply now?

true · false

Example: JEV Damocles for AstrBot · Source ↗

EarlierAdded 31 Oct 2026

Code search

Does this declaration implement the behaviour in the query?

yes · no

Example: layagrep · Source ↗

Earnings calls

Does this claim from the call contradict the reported figures?

yes · no

Example: narrative-audit-jev · Source ↗

EarlierAdded 30 Oct 2026

Video editing

Is there room in this shot for one more person?

yes · no

Example: Cameo for ComfyUI · Source ↗

EarlierAdded 30 Oct 2026

Filing loose files

Which project does this file belong to?

Podcast · Client site · Home admin · None of these

Example: Unorphan · Source ↗

Content moderation

Is the user trying to find, track or obtain private information about a specific person?

yes · no

Example: Exposure-aware routing · Source ↗

Disk cleanup

Does this folder contain only caches, temporary files, crash dumps or leftover downloads that apps recreate?

yes · no

Example: SpaceSniffer, Jev edition · Source ↗

EarlierAdded 29 Oct 2026

Video footage

Is the mixing step happening at this time?

Present · Absent · Unclear

Example: Jev Video Lab · Source ↗

Office documents

Do the supplied slides include a pricing table?

true · false

Example: idec for local Ollama · Source ↗

EarlierAdded 29 Oct 2026

Support tickets

Which team should handle this support ticket?

Billing · Technical · Account · Sales

Example: laya-pet ticket router · Source ↗

Marketing ops

Is this reply interested?

yes · no

Example: Jev for Marketers guide · Source ↗

EarlierAdded 28 Oct 2026

Issue backlogs

Is this issue from someone blocked from upgrading?

yes · no · unknown

Example: Better Backlog for GitHub issues · Source ↗

Answering the agent

Which of the options the agent offered should it go with?

Option 1 · Option 2 · Option 3

Example: opencode-auto-question plugin · Source ↗

Tool loading

Does this request need the memory tools?

yes · no

Example: pi-jev-lazy-load for Pi · Source ↗

IT compliance

Which remediation path should resolve this failing custom setting?

Configure devices · Ask users · Fix policy · Review

Example: intune-why for Microsoft Intune · Source ↗

Marketplace listings

Does this listing match what I'm looking for?

yes · no

Example: Jev Content Filter for classified ads · Source ↗

EarlierAdded 27 Oct 2026

UI testing

Which element on this page does the step mean?

Checkout button · Cart icon · First name field · Continue button

Example: Decisium, plain-English UI tests · Source ↗

Order matching

Which catalogue item is "5# limes"?

Limes, 5 lb · Limes, case · Lemons, 5 lb · none of these

Example: order-matcher for restaurant orders · Source ↗

EarlierAdded 27 Oct 2026

Terms of service

How does this clause treat users in disputes?

not addressed · standard or protective · somewhat stricter · abusive

Example: Jev ToS Checker for Chrome · Source ↗

CI failures

What caused this failed test?

environment or timeout · flaky assertion · genuine regression · API contract mismatch

Example: Jev CI triage · Source ↗

EarlierAdded 26 Oct 2026

Source screening

Does this news item carry PRC state framing?

yes · no

Example: West Philippine Sea Watch · Source ↗

EarlierAdded 26 Oct 2026

Data compliance

Does this column hold personal data?

yes · no

Example: jev-pii, PII discovery in DuckDB · Source ↗

Notifications

What kind of attention does this notification need?

action required · ephemeral interrupt · persistent status · review later · hide

Example: QuietFlow for Android · Source ↗

EarlierAdded 25 Oct 2026

Idea vetting

Does this existing repo already do the same job as the idea?

yes · no

Example: buildornot, a verdict on your side project · Source ↗

Simulations

What does this villager do for the next two hours?

eat · rest · work · explore

Example: The Village, run on Jev · Source ↗

EarlierAdded 25 Oct 2026

Tutoring

Can this question be answered from the textbook chapter?

yes · no

Example: Textbook Voice Tutor, Grade 2 · Source ↗

Occupation coding

Which major group does this job ad belong to?

Professionals · Associate professionals and technicians · Clerical support workers · Service and sales workers

Example: SSOC 2024 Decision Trail · Source ↗

Live calls

Has the other person answered this question yet?

yes · no

Example: Call Coach, a live interview checklist · Source ↗

EarlierAdded 24 Oct 2026

Product catalogues

Does this product's text say it contains chicken?

supported · contradicted · unknown · conflicting

Example: Petsona, evidence-backed pet product tags · Source ↗

Paper screening

Is this new paper about humanoid whole-body control?

yes · no

Example: arXiv Jev Digest, a daily screened reading list · Source ↗

EarlierAdded 24 Oct 2026

Medicine

Which tissue type is in this slide tile?

tumour · normal · inflamed · none of these

Example: PathJev, decisions on pathology slides · Source ↗

EarlierAdded 23 Oct 2026

Industrial control

Should this agent's request reach the controller?

allow · cache · defer · deny

Example: Talos gate for AI agents on factory networks · Source ↗

EarlierAdded 22 Oct 2026

Email triage

Is this email for you?

for you · to review · junk

Example: Mail Triage, on-device with Laya · Source ↗

Feed filtering

Does this post match my interests?

show · hide

Example: LinkedIn Focus Filter, in-browser with Kev · Source ↗

SQL queries

Does this record's text match the question?

yes · no

Example: Laya inside DuckDB · Source ↗

Coding assistants

How big is this request?

question · small change · big change · too vague

Example: ClauJev, Jev checking Claude Code · Source ↗

EarlierAdded 22 Oct 2026

Voice agents

Should the agent talk now?

speak · keep listening · yield · mm-hm

Example: TYGER full-duplex voice agent · Source ↗

Visual inspection

Does this pipe pass inspection?

pass · defect · recheck

Example: OpenCV + Laya inspection workbench · Source ↗

Agent guardrails

Should this bash command run?

allow · block

Example: guardrails-md for coding agents · Source ↗

Forecasting

Will this happen by the deadline?

yes · no

Example: Three decision models vs Polymarket and Kalshi · Source ↗

EarlierAdded 2 Oct 2026

Games

What should the player do next?

left · right · jump · wait

Example: Mario, played from emulator state · Source ↗

Browser agents

Which element on this page gets clicked?

search box · results · next page

Example: browser-use: flights in 7.1 s · Source ↗

Computer use

What's the next action on screen?

click · type · scroll · done

Example: typesafe-computer-use · Source ↗

Search ranking

How relevant is this result to the query?

a score on a scale

Example: Simon Willison on reranking with Jev · Source ↗

Trading

What do we do in this block?

buy · sell · hold

Example: jev-trader, one decision per block · Source ↗

Robotics

Where does the drone go next?

forward · left · right · climb

Example: Camera-input drone in simulation · Source ↗

Code and security

Is this commit a security fix?

yes · no

Example: commit-miner · Source ↗

Cleaning up pages

Is this element clutter?

yes · no

Example: unclutter browser extension · Source ↗

Every model behind them →