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Classifiers

New classifier

Reusable decision classifiers for decision models such as TypeSafe's Jev and the open-weight Kev. Each classifier asks one constrained question about a state, and your code acts on the answer. Chains show how classifiers combine, with branches driven by outcomes.

Educational catalog. Nothing here calls a model. Example outcomes are illustrative judgments written for teaching, not model outputs, scores or accuracy claims. Sourced documentation is labelled separately.

Classifiers

8 classifiers
NoulSoftware delivery

Breaking change signal

Check whether a pull request changes public behaviour that existing users depend on.

Likely breakingUnclearNot breaking
F@f
Used in 1 chain0
ChoiceSoftware delivery

Bug report completeness

Check that a bug report has reproduction steps, environment details, and expected versus actual behaviour.

Ready for triageAsk for reproductionAsk for environmentAsk what was expected+1
F@f
Used in 1 chain0
NoulSoftware delivery

Duplicate issue signal

Check whether a new issue describes the same problem as one of a few similar issues found by search.

Suggest duplicateUnclearNot a duplicate
F@f
Used in 1 chain0
ChoiceSoftware delivery

Issue report type

Label a new issue as a bug, a feature request, a usage question or a documentation problem.

BugFeature requestUsage questionDocumentation+1
F@f
Used in 1 chain0
ChoiceSoftware delivery

Migration guidance check

Check whether a breaking change comes with clear steps for users to migrate.

Clear stepsAsk for more detailAsk for migration notesMaintainer checks
F@f
Used in 1 chain0
ScoreSoftware delivery

Pull request change risk

Rate how much review attention a pull request needs, from a light look to an expert reviewer. Never merges anything.

Light reviewStandard reviewCareful reviewExpert reviewer+1
F@f
Used in 1 chain0
ChoiceSoftware delivery

Pull request test evidence

Read a pull request description and file list to tell what testing evidence it gives.

Tests addedExisting coverage claimedManual testing onlyAsk author+1
F@f
Used in 1 chain0
ChoiceSoftware delivery

Release note category

Sort a merged change into a release notes section: feature, fix, deprecation, or internal.

FeaturesFixesBreaking changesDeprecations+2
F@f
Used in 1 chain0

Decision chains

2 chains

Complete flows that reuse the classifiers above, with branches driven by outcomes.

Issue intake triage

Screen new issues for vulnerabilities, label them, check for duplicates, and ask for what's missing.

  1. Security-sensitive report
  2. Issue report type
  3. Duplicate issue signal
  4. Bug report completeness
4 steps8 endpoints7 scenario paths

Pull request review prep

Summarize test evidence, rate review risk, flag breaking changes, check migration notes and draft the release note before a person reviews.

  1. Pull request test evidence
  2. Pull request change risk
  3. Breaking change signal
  4. Migration guidance check
  5. Release note category
5 steps5 endpoints6 scenario paths