Optimize AssemblyAI costs through model selection, feature budgeting,
Install and configure AssemblyAI SDK authentication.
Profile JVM applications with async-profiler — sampling-based CPU, allocation, lock, wall-clock, and hardware-counter profiling that…
Generate Atlas Cloud images and videos through its asynchronous media API with schema-first model selection and credential-safe polling.
Turn incident notes into an evidence-based brief with impact, timeline, causes, and follow-up actions.
Crash-safe, all-or-nothing export of measurement data — temp-file→flush→fsync→rename atomic writes for CSV/JSON/text, path-yield variants…
Collect Attio integration diagnostic evidence -- API health, scopes,
Codebase health dashboard with scores and severity for docs, testing, security, and CI/CD.
Use when an agent, harness, gateway, MCP workflow, or multi-step automation claims completion and the available traces, checkpoints…
Durable, access-scoped, append-only record of who changed what app data, when, and whether it was the agent or a human.
Inspect a supplied or discovered primary-source set, extract traceable claims, align populations and denominators, separate reported…
Search AxonFlow audit trail for recent tool executions, policy decisions, and compliance evidence
Author useful, low-noise log alerts on services in a PostHog project.
Author agents with the NVIDIA OO Agents (nooa) framework.
Autonomous multi-round research agent. Proposes hypotheses, surgically modifies code, runs experiments, evaluates results against a target…
Plan and autonomously produce, recover, reroll, verify, and package MiniMax H3 storyboard videos through AutoDL.Art.
When to activate: AutoML, Optuna, Ray Tune, AutoGluon, FLAML, hyperparameter optimization, NAS, hyperparameter search
Use when synthesizing perf findings into evidence-backed recommendations and decisions.
Use when managing perf baselines, consolidating results, or comparing versions.
Use when appending structured perf investigation notes and evidence.
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing…