Atomic quality enforcement hooks for Claude Code
Atomic task quality: opus-only for max_turns=1. Measured by model field on every Task call.
developmenttask-callmax-turnsopusmodel-routingatomicSpec file integrity: zero unvalidated writes via shell. Measured by grep for redirect patterns to .true files.
securitybashbypass-detectionspec-fileredirectshellProduction Rust safety: zero secrets, panics, unwraps, injections. Measured by 4-gate scan on every Write/Edit to .rs files.
securityrustsecretspanicunwrapinjectionwrite-gateedit-gateLanguage policy compliance: zero new .py files created. Measured by file existence check on every Write/Edit.
developmentpythonrust-firstlanguage-policyfile-creationIdentical error rate: max 2 before forced pivot. Measured by MD5 fingerprint over 5-minute window.
developmentcircuit-breakerfingerprintmd5cooldowncompilation-errorArchitecture decision coverage: 100% significant changes logged. Measured by JSONL entry per Cargo.toml, lib.rs, CLAUDE.md, plugin.json change.
monitoringaudit-trailjsonlcargo-tomllib-rsarchitecturedecision-recordCascade failure rate: max 4 before forced reassessment. Measured by failure count in 5-minute sliding window.
developmentcircuit-breakercascadefailure-windowsliding-windowreassessmentSpec conformance: core.true validated every session start. Measured by 8-pass validator exit code and SYSTEM CONF score.
testingnexcorecore-truespec-validationsession-healthconformanceSpec integrity: .true files validated after every modification. Measured by core-true exit code and error count post-Write/Edit.
testingnexcorecore-truespec-validationpost-writefile-integrityTeam file ownership: zero same-file edit conflicts between teammates. Measured by tracking Write/Edit targets per teammate session.
developmentagent-teamsfile-ownershipconflict-preventionteammate-idleoverwrite-guardTask dependency integrity: zero premature completions when blockers remain. Measured by dependency graph validation on every TaskCompleted event.
developmentagent-teamstask-dependenciescompletion-gatetask-completeddependency-graph/api/v1/plugins.json