285 skills
Harden an autonomous AI agent end to end: threat-model it against the OWASP Agentic Top 10, assign tool permission tiers with approval gates, pick a…
Design production voice AI agents: set a latency budget across VAD/STT/LLM/TTS, tune turn-taking and barge-in, pick a TTS voice for telephony vs WebRTC,…
Triage flaky tests end to end: detect and measure flakiness, quarantine without hiding signal, root-cause by cause category, and hold a flake budget. Use…
Designs and builds reliable test data: factory functions, fixtures, seeded databases, and PII-safe scrubbing pipelines. Use when a test suite needs…
Make software releases provable: signed builds, reproducible builds, SLSA attestations, Sigstore signing, and admission-time verification. Use when setting…
Run lightweight threat modeling on a feature or system: sketch a data-flow diagram with trust boundaries, walk STRIDE-lite over each element, rank the…
Ship production deploys without the outage. Pick the right rollout strategy (canary, blue-green, rolling), wire automated rollback that fires without a…
Diagnose slow SQL queries by reading EXPLAIN plans and fix them with the right indexes: composite column order, partial and covering indexes, and knowing…
Design caching layers that stay correct: choose invalidation patterns, set TTL discipline, and stop stampede incidents before they happen. Triggers on…
Designs event-driven systems the way that survives production. Triggers when building, reviewing, or fixing event-driven architectures, Kafka/topic design,…
How an agent fans work out to subagents, tracks them, reconciles their results, and decides when to do work inline vs delegate. Use when planning multi-step…
Write operational runbooks that a tired on-call engineer can actually follow: checkable steps, decision branches, prerequisites, and rollback points. Use…
Version prompt text like source code: keep a change log, diff versions side by side, pin a known-good version for production, and roll back when a change…
Recovers an agent run that crashed, stalled in a loop, or died with partial state: checkpoint discipline, failure classification, and resume strategies. Use…
How to hand context between agents or sessions. Use when a session is getting long, when work resumes after a pause, when one agent hands work to another,…
Design and review durable job queues: at-least-once delivery semantics, lease and visibility-timeout mechanics, retry policy with backoff and jitter,…
Design and harden webhook integrations on both ends. Covers HMAC signature verification, timestamped replay defense, idempotent receivers, sender retry…
Designs credential architecture for AI agents: scoped short-lived tokens, delegated OAuth on behalf of users, token-broker patterns, and rotation policy.…
Sandbox AI agent code execution: choose the right isolation tier (containers, gVisor, microVMs), lock down Docker with filesystem, network, and resource…
Instruments AI agent runs with structured traces, token accounting, and failure forensics using OpenTelemetry GenAI conventions. Triggers when an agent…