Issues

• Span confirmation: regex candidates + contextual span exemplars for semantic entity classes

  research
  KRLabsOrg/rulechef#47 · Filter by author adaamko opened on Aug 12, 2026 · Research — Richer Local Rules

• Agentic rule repair: an outer loop that finds ruleset weaknesses and patches them unattended

  enhancement
  KRLabsOrg/rulechef#46 · Filter by author adaamko opened on Aug 11, 2026

• Research spike: semantic prototype rules with positive and negative exemplars

  help wantedresearch
  KRLabsOrg/rulechef#38 · Filter by author adaamko opened on Jul 10, 2026 · Research — Richer Local Rules
  2

• RFC: Explore a minimal RuleIR for composable local experts

  designhelp wantedresearch
  KRLabsOrg/rulechef#37 · Filter by author adaamko opened on Jul 10, 2026 · Research — Richer Local Rules
  1

• Separate routed, teacher-agreeing, and correctly routed coverage

  correctness
  KRLabsOrg/rulechef#35 · Filter by author adaamko opened on Jul 10, 2026 · v0.3 — Trustworthy Learning and Routing

• Make transformation exact-match and failures field-aware

  correctnesshelp wanted
  KRLabsOrg/rulechef#34 · Filter by author adaamko opened on Jul 10, 2026 · v0.3 — Trustworthy Learning and Routing

• Fail closed when local output violates its output schema

  correctness
  KRLabsOrg/rulechef#33 · Filter by author adaamko opened on Jul 10, 2026 · v0.3 — Trustworthy Learning and Routing

• Split examples before synthesis and preserve evaluation roles

  correctness
  KRLabsOrg/rulechef#32 · Filter by author adaamko opened on Jul 10, 2026 · v0.3 — Trustworthy Learning and Routing

• Example + docs for spaCy graph (dependency) rules

  good first issuehelp wantedresearch
  Task

  KRLabsOrg/rulechef#25 · Filter by author adaamko opened on Jul 8, 2026 · Research — Richer Local Rules

• Improve spaCy pattern synthesis: document Matcher/DependencyMatcher JSON in the prompt, measure validity rate

  help wantedresearch
  Task

  KRLabsOrg/rulechef#24 · Filter by author adaamko opened on Jul 8, 2026 · Research — Richer Local Rules

• Evaluate spaCy graph (DependencyMatcher) rules against regex on a syntax-heavy task

  help wantedresearch
  Task

  KRLabsOrg/rulechef#23 · Filter by author adaamko opened on Jul 8, 2026 · Research — Richer Local Rules

• Emit a structured learning trace

  enhancement
  Task

  KRLabsOrg/rulechef#11 · Filter by author adaamko opened on Jun 24, 2026

• Distill a small rule-writer from recorded learning traces

  enhancement
  Task

  KRLabsOrg/rulechef#10 · Filter by author adaamko opened on Jun 24, 2026

• Cross-model rule synthesis

  help wantedresearch
  Task

  KRLabsOrg/rulechef#9 · Filter by author adaamko opened on Jun 24, 2026

• Support- and confidence-thresholded LLM fallback as a first-class API

  correctnessenhancement
  Task

  KRLabsOrg/rulechef#8 · Filter by author adaamko opened on Jun 24, 2026 · v0.3 — Trustworthy Learning and Routing
  1

• NER span-boundary errors hurt rule recall

  bughelp wanted
  Task

  KRLabsOrg/rulechef#7 · Filter by author adaamko opened on Jun 24, 2026
  1

• More dataset loaders for the rule report / benchmarks

  enhancementgood first issue
  Task

  KRLabsOrg/rulechef#5 · Filter by author adaamko opened on Jun 24, 2026