Jev Decision Layer: decision recipes

55 typed decision recipes for agent routing, research, content and delivery. Choose a specification, supply its inputs and review the advisory result.

Choose a task, inspect its requirements and open the linked source before running it. Examples describe declared checks and inputs; they do not certify broader outcomes.

Catalog reviewed 1 October 2026. Source snapshot · Repository

Business

Decision recipe
Review a product listing
Listing and explicit catalog rule
```
Host prompt: Use Jev recipe qualixar.catalog-quality. Supply listing, rule; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
No automatic publication or regulatory certification; known numeric validation stays in code. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Find the missing part of a decision record
One written decision record
```
Host prompt: Use Jev recipe qualixar.decision-record-completeness. Supply decision_record; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Checks that the parts of a decision record are present, not whether the decision is good, lawful or approved. It does not verify names, dates or approvals and never edits or files the record. The part list is adapted from the MADR template (MIT OR CC0-1.0). Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Decide whether an update meets an escalation rule
One written escalation rule and one status update
```
Host prompt: Use Jev recipe qualixar.escalation-check. Supply escalation_rule, update; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Applies one written rule to one update. It does not know other rules, context or people, and a no only means this rule's condition was not shown to be met; the owner may still escalate. It never sends messages or pages anyone. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a project handoff
One handoff requirement and supplied artifact description
```
Host prompt: Use Jev recipe qualixar.handoff-readiness. Supply artifact_evidence, requirement; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
File existence/version checks are deterministic; missing evidence requires review. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route an incident report
Observed symptoms and background on the service
```
Host prompt: Use Jev recipe qualixar.incident-triage. Supply service_context, symptoms; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Not an autonomous incident response action, diagnosis or production remediation. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route an invoice exception
Reconciliation flags and minimized invoice note
```
Host prompt: Use Jev recipe qualixar.invoice-exception-triage. Supply invoice_note, reconciliation_flags; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Arithmetic and duplicate IDs are checked in code; never approve payment or financial conclusions. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Triage an issue
Issue description and background on the project
```
Host prompt: Use Jev recipe qualixar.issue-triage. Supply issue, project_context; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Queue recommendation only; external issue mutation needs a separately approved connector. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route a business enquiry
Minimized enquiry and a summary of what you offer
```
Host prompt: Use Jev recipe qualixar.lead-routing. Supply enquiry, offer_summary; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
No person scoring, inferred sensitive traits or automatic marketing messages. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route an explicit meeting action
Explicit action sentence and background on the meeting
```
Host prompt: Use Jev recipe qualixar.meeting-action-routing. Supply action_sentence, meeting_context; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Do not invent tasks, people, due dates or commitments absent from evidence. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route a policy exception
Requested exception and supplied policy scope
```
Host prompt: Use Jev recipe qualixar.policy-exception-triage. Supply exception_request, policy_scope; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
No automatic legal, financial or access-policy exception approval. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check proposal coverage
One requested requirement and a proposal excerpt
```
Host prompt: Use Jev recipe qualixar.proposal-requirements. Supply proposal_excerpt, requirement; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Does not invent delivery promises, prices, evidence or certifications. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a client request against the agreed scope
The written agreed scope and one incoming request
```
Host prompt: Use Jev recipe qualixar.scope-change-check. Supply agreed_scope, request; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Compares one request with a supplied scope statement. It is not a contract interpretation or legal opinion, does not price or estimate work, and never replies to the client. Commercial decisions stay with the delivery owner. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check which status colour the evidence supports
The dated commitments of a plan and the progress evidence so far
```
Host prompt: Use Jev recipe qualixar.status-rag-evidence. Supply plan_commitments, progress_evidence; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Checks one status against the supplied commitments and evidence. It does not see the whole project, judge people or teams, forecast delivery, or replace the owner's status call. The colours follow the fixed definitions here, which may differ from your organization's; change the recipe, not the evidence. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Sort a support request
Synthetic/minimized request and background on the product
```
Host prompt: Use Jev recipe qualixar.support-triage. Supply product_context, request; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Does not send replies or issue refunds; protect personal data. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Review one work item against stated priorities
One work item, explicit priorities, known constraints and a decision horizon
```
Host prompt: Use Jev recipe qualixar.work-item-priority. Supply decision_horizon, known_constraints, stated_priorities, work_item; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Scores one supplied work item against the supplied priorities and facts. It does not compare or rank multiple items, assign work, assess people, allocate money, schedule automatically, calculate dates or capacity, or invent impact. Missing or conflicting evidence should receive the lowest score and human review. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →

Content

Decision recipe
Find the first accessibility gap in a described asset
The author's description of an asset and its publishing format
```
Host prompt: Use Jev recipe qualixar.accessibility-gap-routing. Supply asset_description, publishing_format; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Works from the author's description, not the asset itself, so it cannot check alt text quality, caption accuracy, colour contrast ratios, keyboard use or screen-reader behaviour; use automated checkers and testing with people for those. It is not a conformance or legal compliance statement. The item list is a short subset adapted from The A11Y Project checklist (Apache-2.0). Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check tone against a style guide
Style requirement and draft excerpt
```
Host prompt: Use Jev recipe qualixar.brand-tone. Supply candidate, query; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Evaluate supplied style, not a person; maintain author voice and allowed examples. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check content against a brief
Audience brief and draft excerpt
```
Host prompt: Use Jev recipe qualixar.brief-fit. Supply candidate, query; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Score one dimension at a time; no promise of virality or engagement. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route an audience comment for a creator
One audience comment and the creator's community guidelines
```
Host prompt: Use Jev recipe qualixar.comment-moderation-routing. Supply comment, community_guidelines; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Suggests a queue for one comment. It never hides, deletes, reports, replies to or bans anyone, and it is not a safety classifier or crisis service: anything touching harm must reach a person quickly through the host's own process. It does not identify or profile commenters and cannot see images or linked pages. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Decide whether a published piece is still fit to reuse
An older published excerpt and the known changes since it was published
```
Host prompt: Use Jev recipe qualixar.content-freshness. Supply published_excerpt, changes_since_publication; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Compares one excerpt with a supplied list of known changes. It cannot discover changes nobody listed, check facts against the world, or edit, unpublish or redirect anything. still_accurate means only that the listed changes do not affect the excerpt. Advisory only; the owner of the piece decides. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Choose a format for a content asset
Source summary, intended audience and goal, production constraints and known rights-review status
```
Host prompt: Use Jev recipe qualixar.content-repurpose. Supply audience, goal, production_constraints, rights_review_status, source_asset_summary; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Suggests one fixed format from the supplied summary and constraints. It does not create content, verify factual claims, accessibility, platform rules, copyright, licensing, or rights status; it cannot establish permission, predict virality or engagement, or publish. Unclear rights or approval status should select unknown for human review. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Review content before publication
Draft and publication checklist
```
Host prompt: Use Jev recipe qualixar.publication-review. Supply checklist, draft; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Never auto-post, invent benchmark numbers or label a draft legally compliant. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a post for a sponsorship disclosure
A draft post and the creator's own statement of any material relationship behind it
```
Host prompt: Use Jev recipe qualixar.sponsorship-disclosure. Supply post_text, stated_relationship; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Judges only draft text against the creator's own statement of the relationship. It is not legal advice, does not apply any country's advertising rules or any platform's paid-partnership label, cannot see images, audio, video or placement, and cannot discover a relationship the creator did not state. The person responsible for the account decides what is published. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check that a translation keeps the source meaning
A short source passage, its translation, and the language pair
```
Host prompt: Use Jev recipe qualixar.translation-fidelity. Supply source_text, translation, language_pair; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
A model-assisted meaning check for short passages, not a certified or legal translation review. It can miss nuance, register, cultural fit and specialist terms, and it is weaker for less-resourced languages. Numbers, dates and names should also be compared in code. Safety, legal, medical and contractual text always needs a qualified human translator. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →

Delivery

Decision recipe
Check that a follow-up action is specific, owned and checkable
One follow-up action item and the review or incident it came from
```
Host prompt: Use Jev recipe qualixar.action-item-quality. Supply action_item, context; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Checks the wording of one action item. It does not assign work, set dates, judge people, or decide whether the action would prevent a repeat. Date and ticket fields should be validated in code. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a message for disclosure it does not need
message, change_summary
```
Host prompt: Use Jev recipe qualixar.disclosure-check. Supply change_summary, message; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Best-effort judgment on supplied text; it is not a secret scanner and does not replace review before publishing. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Suggest a starting severity for an incident
The known impact evidence for one incident
```
Host prompt: Use Jev recipe qualixar.incident-severity. Supply impact_evidence; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Suggests a starting severity for a person to confirm. It never pages, declares an incident, notifies customers or changes systems. When people are unsure, treat an incident as the more urgent level and review afterwards. Level wording is condensed from an Apache-2.0 open-source incident response guide listed in the third-party notices; your organization's own definitions should replace it. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a release requirement against its evidence
requirement, release_evidence
```
Host prompt: Use Jev recipe qualixar.release-readiness. Supply release_evidence, requirement; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Judges only the supplied evidence; it does not inspect the repository, run a build, or approve a publish. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check whether a requirement can be tested as written
One requirement statement and its surrounding context
```
Host prompt: Use Jev recipe qualixar.requirement-testability. Supply requirement, context; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Checks the wording of one requirement. It does not judge whether the requirement is right, feasible, complete as a set or compliant with any standard, and it does not write tests. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Decide whether a failure is worth retrying
failure, attempts_so_far, available_actions
```
Host prompt: Use Jev recipe qualixar.retry-decision. Supply attempts_so_far, available_actions, failure; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Advisory only; it never re-runs a command, and the retry budget stays the host's to enforce. available_actions lists which of the fixed actions the host allows here. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →

Engineering

Decision recipe
Sort a change into a changelog category
A plain description of one change
```
Host prompt: Use Jev recipe qualixar.changelog-category. Supply change_description; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Suggests one category for one described change. It does not read code, choose version numbers, decide whether a change is breaking, or write or publish a changelog. Category names follow Keep a Changelog 1.1.0 (MIT); the precedence order is this recipe's own. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a change against its acceptance criterion
Acceptance criterion and trusted execution evidence
```
Host prompt: Use Jev recipe qualixar.completion-gate. Supply criterion, implementation_evidence; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Trusted tests, counts, snapshot and freshness are deterministic requirements; a model cannot attest execution. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route a proposed dependency to the right review
Tool-supplied facts about a proposed dependency and what it will be used for
```
Host prompt: Use Jev recipe qualixar.dependency-adoption-triage. Supply dependency_facts, intended_use; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Routes one dependency proposal from supplied facts. It does not fetch package data, scan code, compute a Scorecard result or approve adoption. License compatibility is a legal and policy decision, not a model judgement. Review categories are informed by OpenSSF Scorecard check names (Apache-2.0). Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Find stale documentation
Documentation claim and current implementation evidence
```
Host prompt: Use Jev recipe qualixar.documentation-drift. Supply documentation_claim, implementation_evidence; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
No auto-editing based solely on a conflict judgment. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Classify why an agent step failed
Goal, latest observation, failure output and the limits that applied
```
Host prompt: Use Jev recipe qualixar.failure-classification. Supply failure, goal, limits, observation; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Names one failure category for a person or a retry policy to act on. It does not retry, change permissions or decide recovery; retry budgets and policy stops stay deterministic. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Find relevant project files
Query and candidate file excerpts
```
Host prompt: Use Jev recipe qualixar.file-ranking. Supply candidate, query; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Use exact search first; preserve uncertain files and allow later expansion. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Review suspicious instructions
Task and untrusted passage
```
Host prompt: Use Jev recipe qualixar.injection-triage. Supply passage, task; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Best-effort triage; not a complete prompt-injection defense or OS sandbox. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Decide whether a tool result is worth reading
goal, tool_output
```
Host prompt: Use Jev recipe qualixar.output-relevance. Supply goal, tool_output; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Judges relevance, not correctness; the original output stays authoritative and nothing is discarded. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Prioritize a patch review
Requirement and minimized patch
```
Host prompt: Use Jev recipe qualixar.patch-review. Supply patch, requirement; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Advisory review routing, not an automatic merge or safety declaration. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Label how much a review comment should block a change
One code review comment and a summary of the change it is on
```
Host prompt: Use Jev recipe qualixar.review-comment-severity. Supply review_comment, change_summary; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Labels one comment's severity from its text. It does not check that the comment is correct, read the code, approve or merge anything, or rate reviewers. Teams with their own severity scheme should edit the definitions. The review dimensions are informed by an MIT-licensed code review checklist; the labels are this recipe's own. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Route a security review
Change summary and background on the system
```
Host prompt: Use Jev recipe qualixar.security-review-routing. Supply change, system_context; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Never grants access, disables controls or certifies security. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check meaning-level conventions
One convention and a code excerpt
```
Host prompt: Use Jev recipe qualixar.semantic-lint. Supply convention, excerpt; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Use a concrete rule; existing compiler/linter rules remain mandatory. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Choose the right skill
Task description and candidate skill summaries
```
Host prompt: Use Jev recipe qualixar.skill-routing. Supply candidate_skills, task; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Keep task and reviewed candidate scopes; never activate unknown skill code. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Send the task to the right workflow
Task and available workflow capabilities
```
Host prompt: Use Jev recipe qualixar.task-routing. Supply task, workflow_capabilities; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Unknown tasks stay with the host; deterministic exact lookups do not invoke a model. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Suggest the likely cause of a failing test
The failure output, the most recent change, and the recent run history
```
Host prompt: Use Jev recipe qualixar.test-failure-triage. Supply failure_output, recent_change, run_history; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Suggests a likely cause from supplied text. It does not rerun tests, read code, skip or quarantine a test, or close a defect. A flaky_timing answer is not permission to ignore a failure, and retry limits stay with the host. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Prioritize relevant tests
Change summary and candidate test description
```
Host prompt: Use Jev recipe qualixar.test-selection. Supply candidate_test, change; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Prioritises one test for a change. A confident no leaves the test on its normal schedule; mandatory suites always run and nothing is skipped. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Choose an appropriate tool
Goal and allowed tool descriptions
```
Host prompt: Use Jev recipe qualixar.tool-selection. Supply goal, tool_descriptions; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Selection does not grant tool permission or construct shell arguments. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Select a suitable worker
Task and registered worker capabilities
```
Host prompt: Use Jev recipe qualixar.worker-routing. Supply task, worker_capabilities; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Does not provision subscriptions, impersonate users or bypass host permissions. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →

Research

Decision recipe
Check a citation
Claim and cited passage with provenance
```
Host prompt: Use Jev recipe qualixar.citation-check. Supply cited_passage, claim; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Requires access to the cited evidence; a title or URL alone is insufficient. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a claim against evidence
One claim and supporting evidence
```
Host prompt: Use Jev recipe qualixar.claim-verification. Supply claim, evidence; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Evidence can be incomplete or wrong; provide source provenance and an uncertainty path. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Keep useful evidence
Question and source passage
```
Host prompt: Use Jev recipe qualixar.context-sieve. Supply passage, question; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
A confident no leaves the passage out of this context only; it stays discoverable and no original file is deleted. Conflicting and uncertain passages are kept. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Review a memory candidate
Candidate fact and memory policy
```
Host prompt: Use Jev recipe qualixar.memory-admission. Supply candidate_fact, memory_policy; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Does not replace an existing memory engine or write memories without permission. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Find the best evidence to read next
Research question and candidate source excerpt
```
Host prompt: Use Jev recipe qualixar.research-ranking. Supply candidate, query; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Relevance is not source credibility or factual truth; retain provenance. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Review duplicate sources
Two source excerpts and publication context
```
Host prompt: Use Jev recipe qualixar.source-deduplication. Supply first_excerpt, publication_context, second_excerpt; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Yes means the second excerpt may be dropped as a duplicate of the first. Run exact hashing first; updated, corrected or independently confirmed sources must not be collapsed. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →
Decision recipe
Check a summary against its source
A source passage and a summary of it
```
Host prompt: Use Jev recipe qualixar.summary-faithfulness. Supply source_text, summary; return the advisory decision and confidence for review.
```
Requirements
An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status
Specification; not model-evaluated
Scope
Checks one summary against one supplied source. Omissions are allowed, so a faithful summary can still leave out something important. It does not check the source itself; long sources should be split so each part can be checked, and numbers and quotes should also be compared in code. Advisory only. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.
Open source and setup →

Jev Decision Layer: decision recipes

55 typed decision recipes for agent routing, research, content and delivery. Choose a specification, supply its inputs and review the advisory result.

Choose a task, inspect its requirements and open the linked source before running it. Examples describe declared checks and inputs; they do not certify broader outcomes.

Business

Decision recipe

Review a product listing

Listing and explicit catalog rule

Host prompt: Use Jev recipe qualixar.catalog-quality. Supply listing, rule; return the advisory decision and confidence for review.

Requirements: An enrolled Jev host and an approved provider route. Supply the input fields in the linked specification.
Status: Specification; not model-evaluated
Scope: No automatic publication or regulatory certification; known numeric validation stays in code. Confidence thresholds are unvalidated demonstration defaults. The host retains execution authority.