GitHub organization
Agent skills by ai-dynamo
- skills
- 32
- repositories
- 2
Repositories by ai-dynamo
Skills by ai-dynamo, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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… | ai-dynamo/ | 8.2k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | 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. | ai-dynamo/ | 8.2k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | 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… | ai-dynamo/ | 8.2k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Convert InferenceX DB config/benchmark pairs, Dynamo recipe YAML, or confirmed custom serving configs into validated aiconfigurator estimate requests. | ai-dynamo/ | 454 | — | ~828 | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 5 | Drives persistent Claude Code, Codex, or OpenCode agent sessions through a Dynamo OpenAI/Anthropic-compatible endpoint over Agent Client Protocol (ACP). | ai-dynamo/ | 8.2k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Benchmark and profile the Dynamo frontend (dynamo.frontend HTTP + tokenizer + KV router) against mock workers (dynamo.mocker). | ai-dynamo/ | 8.2k | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | today |
| 7 | Design, add, review, or modify AIC Collector operations and their case population. | ai-dynamo/ | 454 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 8 | Selects and freezes a question-driven AIPerf workload, objective, load policy, and Kubernetes execution manifest for a successfully deployed Dynamo candidate. | ai-dynamo/ | 8.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | 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… | ai-dynamo/ | 8.2k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | A skill your agent uses when running long AIC/aiconfigurator GPU perf auto-collection for a specific GPU/framework/frameworkversion, including draft-PR checkpoints, resumable collectxx.py runs… | ai-dynamo/ | 454 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 11 | 11.Dep Create Creates or updates Dynamo Enhancement Proposals as GitHub issues, including lightweight DEPs, implementation plans, and retroactive DEPs for ai-dynamo/dynamo. | ai-dynamo/ | 8.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | A skill your agent uses when validating AIC predictions against real GPU serving measurements and root-causing fidelity gaps (prediction-vs-measured issues, memory/concurrency mismatches, per-op… | ai-dynamo/ | 454 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 13 | 13.Dep Status Checks Dynamo Enhancement Proposal issue status, lists DEPs by lifecycle state or area, and finds related DEP issues in ai-dynamo/dynamo. | ai-dynamo/ | 8.2k | — | ~589 | Automated safety check: Pass | Apache-2.0 | today |
| 14 | A skill your agent uses when adding perf data for a new framework version, deciding which backendversion to query or pin in tests, bumping the maintained (current/previous) versions, retiring old… | ai-dynamo/ | 454 | — | ~878 | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 15 | 15.Dep Update Updates Dynamo Enhancement Proposal lifecycle state in GitHub, including triage, PIC assignment, review, approval, and status label changes. | ai-dynamo/ | 8.2k | — | ~654 | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Deploys one assigned DynamoGraphDeployment and proves it with an OpenAI-compatible smoke test. | ai-dynamo/ | 8.2k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Audit Dynamo Rust hot-path .clone() calls, explain which clones are removable and why, and only apply clone-removal patches when explicitly requested. | ai-dynamo/ | 8.2k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | 18.PR Monitor 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… | ai-dynamo/ | 8.2k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | 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. | ai-dynamo/ | 8.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | 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… | ai-dynamo/ | 8.2k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | 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… | ai-dynamo/ | 8.2k | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | 22.Dynamo Docs 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… | ai-dynamo/ | 8.2k | — | ~7.9k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | 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… | ai-dynamo/ | 8.2k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | 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. | ai-dynamo/ | 8.2k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | 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… | ai-dynamo/ | 8.2k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | 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… | ai-dynamo/ | 8.2k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | 27.Issue First Ensures every piece of work in ai-dynamo/dynamo starts from a tracked issue and every pull request references one. | ai-dynamo/ | 8.2k | — | ~980 | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Adversarially reviews an evidence-backed Dynamo optimization proposal and DGD draft for comparability, duplication, attribution, correctness, feasibility, and worthwhile GPU spend. | ai-dynamo/ | 8.2k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Synthesizes a canonical userworkload.yaml and captures the user's immutable DynamoGraphDeployment from an optimization user's initial request, attachments, and minimal follow-up interview. | ai-dynamo/ | 8.2k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Validates and normalizes raw AIPerf outputs, then evaluates valid results against target SLOs and comparable prior candidates. | ai-dynamo/ | 8.2k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | 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… | ai-dynamo/ | 8.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Launches, monitors, debugs, and collects one run-scoped AIPerf Kubernetes benchmark without changing its workload semantics. | ai-dynamo/ | 8.2k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill by ai-dynamo?
Visual Review from ai-dynamo/dynamo ranks first of the 32 skills by ai-dynamo listed here, with the highest score: its repository has 8.2k GitHub stars, its SKILL.md loads about 4.5k tokens and it passes the automated safety check with no findings. Next come Fern Components and Fern Navigation.
Are ai-dynamo's skills official?
None yet. All 32 skills by ai-dynamo listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.