12 projects
nthlayer-override-adapter
NthLayer override-event sidecar — HTTP → gen_ai.override OTel span bridge
nthlayer-bench
NthLayer Bench — Tier 3 operator TUI for case management and situation awareness
nthlayer-core
NthLayer core — reliability-critical verdict store, case management, and HTTP API
nthlayer-workers
NthLayer workers — Tier 2 background computation (observe, measure, correlate, respond, learn)
nthlayer-generate
NthLayer - The Missing Layer of Reliability
nthlayer-common
Shared utilities for the NthLayer ecosystem
nthlayer-respond
DEPRECATED — Functionality moved to nthlayer-workers (RespondModule) as of v1.5; some operator-interactive commands will move to nthlayer-bench in a later release. Install nthlayer-workers instead.
nthlayer-measure
DEPRECATED — Functionality moved to nthlayer-workers (MeasureModule) as of v1.5. Install nthlayer-workers instead.
nthlayer-learn
DEPRECATED — Functionality moved to nthlayer-workers (LearnOutcomeModule, LearnRetrospectiveModule) as of v1.5; verdict model migrated to nthlayer-common.verdicts. Install nthlayer-workers instead.
nthlayer-correlate
DEPRECATED — Functionality moved to nthlayer-workers as of v1.5. Install: pip install nthlayer-workers
nthlayer
NthLayer ecosystem meta-package — installs all tiers (core, workers, bench, generate).
sloppylint
Python AI Slop Detector - Find over-engineering, hallucinations, and dead code
