marin-community/marin

scrub-experiment-issue-tldrs

Scheduled scrub: TL;DR blocks on experiment issues.

لغة النص الأصلي: الإنجليزية

manage-hero-run

Launch, monitor, hand off, resume, rollback, or babysit expensive Marin production. Typically >=1e22 model flops.

لغة النص الأصلي: الإنجليزية

commit

Lint, run the pre-PR checks, commit, push, and author or update the branch's pull request in the required plain-text format. Use when committing, pushing, or creating/updating a PR.

لغة النص الأصلي: الإنجليزية

refresh-fork

Rebase one Marin fork onto newer upstream per its config/external/migration.toml descriptor, run the fork's e2e, and open the Marin PR or file a blocker issue.

لغة النص الأصلي: الإنجليزية

noslop

Clean a branch with strict gates for low-value tests and agentic prose. Use when asked to deslop, simplify, clean up, make a diff minimal, review test quality, tighten comments/docs/PR text, or remove AI-writing patterns such as rhetorical "X, not Y"…

لغة النص الأصلي: الإنجليزية

writing-style

Marin house writing style. Use when drafting or revising Marin-authored prose, including commit messages and GitHub PR, issue, or comment text.

لغة النص الأصلي: الإنجليزية

write-tests

Write or revise Marin tests with an emphasis on behavior, regression coverage, pytest style, and avoiding "slop tests." Use when adding tests, fixing failing tests, reviewing test quality, or deciding what test would catch a bug.

لغة النص الأصلي: الإنجليزية

ab-test-zephyr

Run a Zephyr control and treatment on pre-normalized data and compare per-stage Finelog CPU, elapsed-time, and memory stats. Use for ad hoc comparisons and PR performance gates; add named treatments only when requested.

لغة النص الأصلي: الإنجليزية

consult-echo

Search and cite Marin's Echo activity and wiki, then capture incident records or reusable shared knowledge. Use when looking for prior discussions, decisions, workflows, incident patterns, exact errors, tags, or identifiers; when prior context could shorten…

لغة النص الأصلي: الإنجليزية

add-pallas-kernel

Add, modify, or autotune a TPU/GPU Pallas kernel.

لغة النص الأصلي: الإنجليزية

write-ops-log

Publish a tagged postmortem incident record to Echo. Use after an infrastructure or durable debugging session, then link the canonical Echo URL from the associated PR or issue.

لغة النص الأصلي: الإنجليزية

write-design-doc

Produce a 1-page design proposal for an explicit design task or a design-level change identified by another change workflow. Do not use to answer or evaluate an idea inline.

لغة النص الأصلي: الإنجليزية

fix-issue

End-to-end workflow to fix a GitHub issue in marin-community/marin.

لغة النص الأصلي: الإنجليزية

run-ferries

Launch, monitor, and seal Marin canary and daily ferry runs.

لغة النص الأصلي: الإنجليزية

deploy-iris-controllers

Deploy the Iris controller to one cluster or across the fleet, with automatic progress through passed gates. Use when restarting, rolling out, or rolling back a controller.

لغة النص الأصلي: الإنجليزية

add-grant

Add a GCP IAM or IAP user grant to the marin-iac Pulumi stacks, encrypting human principals. Use when someone needs access to a project role, bucket/secret/service account, or an IAP-gated web service (evaldash, grafana), whether requested locally or on a…

لغة النص الأصلي: الإنجليزية

review-grant

Review a marin-iac user-grant PR by decrypting the changed principals into the real emails and grants, confirm with the user, then approve, merge, and drive pulumi up. Use when reviewing a PR that edits iam_data.yaml or a service's IAP viewers.

لغة النص الأصلي: الإنجليزية

reserve-gpu

Reserve Iris-backed CoreWeave H100 or GB200 nodes with dev_gpu.py. Use for interactive GPU debugging, multi-node tests, or reconnecting to a dev GPU session.

لغة النص الأصلي: الإنجليزية

query-inference-metrics

Investigate a vLLM serve's performance (throughput, TTFT/TPOT latency, queue depth, KV-cache usage) from durable Finelog telemetry with SQL. Use when asked how an inference or eval serve performed, or why it was slow. For kernel-level JAX profiling, use…

لغة النص الأصلي: الإنجليزية

debug

Debug code bugs or Iris/Zephyr/TPU infrastructure faults with a structured incident record.

لغة النص الأصلي: الإنجليزية

recover-stuck-k8s-pod

Diagnose and safely recover stuck terminating Kubernetes pods on Marin CoreWeave clusters, especially node-bound GPU pods. Use for deletion hangs, suspected uninterruptible GPU/NCCL waits, node cordoning or reboot decisions, and force-deletion requests.

لغة النص الأصلي: الإنجليزية

archive-experiments

Retire legacy experiment scripts behind a dated archive tag.

لغة النص الأصلي: الإنجليزية

fix-docs

De-rot markdown docs in lib/iris, lib/zephyr, and lib/fray.

لغة النص الأصلي: الإنجليزية

organize-experiments

Curate the experiment report index at docs/reports/index.md.

لغة النص الأصلي: الإنجليزية

profile-training

Profile JAX training and analyze hotspots. Use when profiling or optimizing training throughput.

لغة النص الأصلي: الإنجليزية

run-research

Multi-session research workflow: compose logbooks, experiment issues, documentation updates, and snapshot discipline for long-running investigations.

لغة النص الأصلي: الإنجليزية

task-snapshot

Create stable commit or tag snapshots for task milestones, experiment results, and reproducible artifact links.

لغة النص الأصلي: الإنجليزية

file-issue

File a GitHub issue for a bug or improvement found this session.

لغة النص الأصلي: الإنجليزية

review-pr

Multi-agent correctness review of a pull request.

لغة النص الأصلي: الإنجليزية

babysit-job

Monitor an Iris job and recover it on failure. Use when asked to babysit or watch a job or run.

لغة النص الأصلي: الإنجليزية

triage-canary

Triage a failed canary ferry run (CI-invoked).

لغة النص الأصلي: الإنجليزية

lint-review

In CI, run the infra/lint catalog review over a PR.

لغة النص الأصلي: الإنجليزية

add-dataset

Register or inspect a Hugging Face dataset for Marin pipelines.

لغة النص الأصلي: الإنجليزية

background-research

Forage prior work before or during Marin research threads: search internal Marin artifacts and external literature/code; produce a cited brief with negative results and ranked experiment hypotheses.

لغة النص الأصلي: الإنجليزية

task-logbook

Maintain append-only task/research logbooks and publish the important parts upward into coordinating GitHub issues.

لغة النص الأصلي: الإنجليزية

update-docs

Update documentation, runbooks, and reusable task guidance when implementation work or experiments change behavior or operational practice.

لغة النص الأصلي: الإنجليزية

wandb-reporting

Use W&B runs, reports, and artifacts consistently for experiments, benchmarks, and task results with dense numeric output.

لغة النص الأصلي: الإنجليزية

change-grug

Modify or upstream a Grug/Grugformer experiment variant.

لغة النص الأصلي: الإنجليزية

scrub-docs-code-parity

Scheduled scrub: docs and code parity.

لغة النص الأصلي: الإنجليزية

scrub-reflection-self-improvement

Scheduled scrub: repository self-improvement.

لغة النص الأصلي: الإنجليزية