skillshop-ostyles/agents-runtime

Cache effectiveness auditor: inventory every caching pattern, extract strategy (TTL/invalidation/key design), LLM judges if each cache is effective or harmful. Read-only. Trigger: /cache-audit

Concurrency hazard scanner: map shared mutable state across async boundaries, LLM judges each pattern as safe/racy/deadlock-prone. Read-only. Trigger: /concurrency

Dead code at runtime detector: find feature flags, date gates, and env checks that make code unreachable in practice. Read-only. Trigger: /dead-runtime

Dependency runtime availability checker: find dynamic imports and runtime resource references that fail in production. Read-only. Trigger: /runtime-deps

Error propagation mapper: trace every error from origin through handling blocks to surface, LLM classifies each path as monitored/silent/dangerous. Read-only. Trigger: /error-map

Mock-production gap detector: compare test mocks against real implementations, LLM judges dangerous divergences. Read-only. Trigger: /mock-gap

Process lifetime tracker: map every process/service/daemon, trace shutdown paths, LLM judges graceful shutdown readiness. Read-only. Trigger: /lifetime

Production behavior mirror: ingests exported log files (text or JSON lines), statistically condenses them (frequencies, error rates, hot paths), extracts the code's expectations (log statements, catch blocks, routes), then has the LLM report the deltas - dead features, swallowed errors firing daily, unexpected hot paths. Works fully offline on exported logs. Read-only. Trigger: /mirror

Turns a vague bug report into a minimal, runnable reproduction: extracts hypotheses from the report text, snapshots the environment, generates a repro test/script, EXECUTES it and iterates (max 5 attempts) until the bug demonstrably reproduces - or documents precisely which information is missing. The repro lives outside the target project. Trigger: /repro

Runtime type mismatch detector: find every runtime type assumption, LLM judges which will fail in production. Read-only. Trigger: /type-mismatch

Schema-query mismatch detector: compare every query pattern against the declared DB schema, LLM judges production risk. Read-only. Trigger: /schema-query

Shutdown gracefulness analyzer: check if shutdown hooks actually drain, flush, and complete in-flight work. Read-only. Trigger: /shutdown

Side-effect ordering analyzer: map operation chains in request handlers, LLM judges if ordering is safe or an incident waiting to happen. Read-only. Trigger: /sideorder

Startup profile analyzer: trace the entire initialization chain, LLM judges each step as essential/lazy-loadable/suspicious. Read-only. Trigger: /startup