Claude Code plugin for AWS infrastructure automation using Terraform with security scanning and best practices
This repository also configures its own agents. See what agent-aiops-on-aws tells them →
sublimotion/agent-aiops-on-aws
Skill Claude Code
Launch and manage detached agent runs on EKS via the agent-runner CLI. Use when the user says "launch an agent run", "agent runtime", "agent-runner", "run this spec on the cluster", "check run status", "agent run logs", or "stop a run". Do NOT use for writing the agent-runner code itself (edit the sibling…
sublimotion/agent-aiops-on-aws
Skill Claude Code
Plan, execute, and analyze LLM serving benchmarks across vLLM and SGLang configurations. Use when user says "run benchmarks", "benchmark config", "QPS sweep", "compare serving configs", "custbench", "benchmark analysis", or "generate benchmark report". Do NOT use for writing Terraform (use terraform-automation)…
sublimotion/agent-aiops-on-aws
Skill Claude Code
Pre-flight validation, post-deployment verification, and failure recovery for AWS infrastructure deployments. Use when user says "pre-flight check", "readiness audit", "deployment checklist", "validate deployment", or "recover from failed deploy". Do NOT use for writing Terraform code (use terraform-automation) or for…
sublimotion/agent-aiops-on-aws
Skill Claude Code
Automate AWS infrastructure deployment using Terraform with security scanning, best practices, and iterative development. Use when user says "create infrastructure", "deploy with Terraform", "run Checkov scan", "validate Terraform", or "debug deployment failure". Do NOT use for reading or explaining existing Terraform…
sublimotion/agent-aiops-on-aws
Skill Claude Code
Converts dense terminal output, benchmark data, and audit reports into interactive single-file HTML pages. Use when user says "visualize benchmarks", "generate diagram", "audit visual", "compound recap", or after benchmark-analyst, blueprint-reviewer, or compound-learner produce markdown output. Do NOT use for…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Evaluate upstream PRs or commits individually against the K2.6 baseline. Tests each change in isolation using the same L0-L4 pipeline, identifying which are helpful, harmful, or neutral for our specific workload. Use when new upstream PRs land (Alpha-MoE, Mega MoE, FP8 fusion) or when evaluating a bundle of commits.…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Analyze a failed or underperforming kernel candidate using ncu profile data and telemetry history. Produces a structured diagnosis (what's wrong, why, what to try next) and updates the constraint database. Use after /verify-kernel returns a failure or an L3/L4 regression, or when the agent needs guidance on which…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Generate an optimized kernel candidate using the current state vector approach. Injects all active constraints from the database, uses the specified DSL (Triton/TileLang/CUDA), and targets the highest-headroom region identified by profiling. Use after profiling identifies a target, or when the previous candidate fails…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
View, query, add, or demote constraints in the kernel optimization constraint database. The database is append-only — constraints are never deleted, only demoted in severity if contradicted by evidence. Use to inspect what the agent has learned, manually inject domain knowledge, or query relevant constraints before…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Profile a GPU kernel or full serving pipeline using NSight Compute. Produces roofline classification (compute/memory/latency-bound), identifies top-N kernels by wall-clock time, and maps each to pipeline stage (MoE dispatch, MLA decode, attention, comm). Use when starting optimization, after a new baseline is…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Run the cascaded L0-L4 verification pipeline on a kernel candidate. Each level gates the next — a candidate that fails L1 never wastes time on L4. Records telemetry at every stage regardless of pass/fail. Use after /generate-candidate produces a new kernel, or when evaluating an upstream PR cherry-pick.
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Evaluate coding agent patches using the learned-verifier cascade (RF + multiprompt + debate). Use when user says "verify patch", "evaluate patch quality", "run cascade", "check if patch is correct", "batch evaluate traces", "bootstrap RF", "train verifier", or "flywheel". Do NOT use for writing or editing the…
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Three tools for verifying your patch before submission.
sublimotion/agent-aiops-on-aws
Skill Claude CodeCodex
Verify whether a coding agent's patch correctly fixes a bug. Scores patches on structured criteria (problem alignment, minimality, logic correctness, scope, completeness). Use when selecting the best patch from N candidates or filtering low-quality fixes.
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