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Adds, updates, moves, or removes content on the Dynamo Fern docs site — standard docs pages, catalog-driven recipe and feature-benchmark pages, examples, recipes, and translations — keeping everything in line with the documentation style guide. Use for any…
Idioma do texto original: inglês
Ensures every piece of work in ai-dynamo/dynamo starts from a tracked issue and every pull request references one. Use when starting new work, opening or editing a pull request, or when the "PR Issue Link" check fails and needs remediation.
Idioma do texto original: inglês
Reports a defect in the optimization skillpack itself (the skills under .agents/skills/, the documents under agent-docs/, the role contracts under agents/, and the repository AGENTS.md files) as a GitHub issue on ai-dynamo/dynamo, using the repository's…
Idioma do texto original: inglês
Drafts a candidate baseline DynamoGraphDeployment from interview requirements when no catalog recipe matches the user's model, hardware, and backend, presenting per-decision evidence for the user's confirmation. Use only from user-interviewer at interview…
Idioma do texto original: inglês
Consults the repository performance rules and applicable Dynamo and engine guides to select one evidence-backed optimization proposal, then writes the generator's knowledge-consult.md reasoning record. Use after perf-analyzer completes a valid AIPerf analysis…
Idioma do texto original: inglês
Answers "for this model, this hardware, this GPU budget and this workload, what is the best known serving configuration, and how much do I trust it?" by walking an ordered set of recipe catalogs with provenance gates, and writes a recipe dossier recording…
Idioma do texto original: inglês
Validates and normalizes raw AIPerf outputs, then evaluates valid results against target SLOs and comparable prior candidates. Use after an AIPerf Job completes to produce benchmark audit, summary, and performance analysis artifacts.
Idioma do texto original: inglês
Selects and freezes a question-driven AIPerf workload, objective, load policy, and Kubernetes execution manifest for a successfully deployed Dynamo candidate. Use when a candidate needs performance characterization or a comparable measurement against a…
Idioma do texto original: inglês
Works with Dynamo's generated CODEOWNERS - finds out who reviews a change, fixes a failing codeowners CI check, changes review routing, or grants an external contributor area-scoped ownership. Use when the codeowners check fails on a PR, a new directory is…
Idioma do texto original: inglês
Runs a CI health check on an ai-dynamo/dynamo pull request — report check status, explain why full CI has or has not triggered, root-cause failed job logs, cross-reference failures against main to separate PR-caused regressions from pre-existing flakes, and…
Idioma do texto original: inglês
Benchmark and profile the Dynamo frontend (dynamo.frontend HTTP + tokenizer + KV router) against mock workers (dynamo.mocker). Use when measuring frontend throughput/latency, A/B-testing a frontend change, or on-CPU/off-CPU profiling the frontend or mock…
Idioma do texto original: inglês
Deploys one assigned DynamoGraphDeployment and proves it with an OpenAI-compatible smoke test. Use when user-interviewer has captured the user-provided baseline DGD or hypothesis-challenger has approved a later DGD.
Idioma do texto original: inglês
Adversarially reviews an evidence-backed Dynamo optimization proposal and DGD draft for comparability, duplication, attribution, correctness, feasibility, and worthwhile GPU spend. Use after hypothesis-generator writes knowledge-consult.md and…
Idioma do texto original: inglês
Materializes one evidence-backed proposal from a flexible knowledge-consult.md into a challenger-ready deploy-draft.yaml by applying only its selected DGD change to the current successful manifest. Use after consult-perf-knowledge writes a proposed…
Idioma do texto original: inglês
Launches, monitors, debugs, and collects one run-scoped AIPerf Kubernetes benchmark without changing its workload semantics. Use after perf.yaml and aiperf-config.yaml have been configured for a smoke-tested Dynamo deployment.
Idioma do texto original: inglês
Synthesizes a canonical user_workload.yaml and captures the user's immutable DynamoGraphDeployment from an optimization user's initial request, attachments, and minimal follow-up interview. Use as the first skill in a new Dynamo recipe optimization run, or to…
Idioma do texto original: inglês
Sets up a structured debugging session for a Dynamo bug — pull the report from a Linear ticket, GitHub issue, or pasted text, capture the environment, create a persistent worklog markdown file, and walk through rebuild, reproduction, and investigation steps.…
Idioma do texto original: inglês
Audit Dynamo Rust hot-path `.clone()` calls, explain which clones are removable and why, and only apply clone-removal patches when explicitly requested.
Idioma do texto original: inglês
Validate that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink. Use after deploy-dynamo-recipe brings a deployment up (especially disagg/multi-node) to confirm the KV transport is correct; use…
Idioma do texto original: inglês
Start or patch Dynamo router modes and run router endpoint smoke checks. Use for round-robin, KV-aware, least-loaded, or device-aware routing setup; use deploy-dynamo-recipe for recipe deployment and troubleshoot-dynamo for failure diagnosis.
Idioma do texto original: inglês
Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router health, endpoints, or benchmark jobs fail; use deploy-dynamo-recipe or dynamo-router-starter before this for normal bring-up.
Idioma do texto original: inglês
Runs deterministic byte-parity and paired performance campaigns for Dynamo offline KV-aware replay across native-G1 vLLM and SGLang configurations, including forced scheduler-pressure and disaggregated handoff lifecycles. It is used when validating replay…
Idioma do texto original: inglês
Drives persistent Claude Code, Codex, or OpenCode agent sessions through a Dynamo OpenAI/Anthropic-compatible endpoint over Agent Client Protocol (ACP). Use when an agent must delegate a bounded task to another coding-agent harness running a model served by…
Idioma do texto original: inglês
Knowledge of Fern's built-in MDX component library (accordions, callouts, cards, steps, tabs, code blocks, API-reference snippets, and more) for authoring docs pages. Use when writing or editing a Fern `.mdx` page and deciding whether a component would…
Idioma do texto original: inglês
Create self-contained interactive HTML code-review dashboards from GitHub or GitLab pull requests, checked-out branch diffs, or supplied unified diffs, with correctness and safe-to-merge scores, smell indicators, interactive component and finding diagrams,…
Idioma do texto original: inglês
Knowledge of Fern's site-level navigation and structure configuration — how a docs site is organized in `docs.yml` (and product/version `.yml` files) using sections, pages, folders, tabs, tab variants, versions, products, changelogs, and site-level settings,…
Idioma do texto original: inglês
Creates or updates Dynamo Enhancement Proposals as GitHub issues, including lightweight DEPs, implementation plans, and retroactive DEPs for ai-dynamo/dynamo. Use when proposing a feature or architecture change, drafting an implementation plan, or filing a…
Idioma do texto original: inglês
Checks Dynamo Enhancement Proposal issue status, lists DEPs by lifecycle state or area, and finds related DEP issues in ai-dynamo/dynamo. Use when asking where a DEP stands or which DEPs exist for an area.
Idioma do texto original: inglês
Updates Dynamo Enhancement Proposal lifecycle state in GitHub, including triage, PIC assignment, review, approval, and status label changes. Use when triaging a new DEP, assigning a PIC, or moving a proposal through review and approval.
Idioma do texto original: inglês
Reviews code changes in the style of Graham King's ai-dynamo/dynamo reviews — exacting Rust and systems-level standards covering error handling, tracing discipline, unnecessary clones, async and concurrency correctness, log levels, and minimal diff surface.…
Idioma do texto original: inglês
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