热门技能
当前社区里最受关注、增长最快的技能。
run-ferries
marin-community
Launch, monitor, or seal a Marin canary or daily ferry only when explicitly requested.
scrub-docs-code-parity
marin-community
Run the docs/code-parity scrub only from its scheduler or an explicit request for that scrub.
scan-logs
marin-community
Use scripts/logscan.py only when explicitly requested to scan an oversized log or to perform Gemini-backed log analysis.
manage-hero-run
marin-community
Launch, resume, monitor, hand off, or seal an explicitly requested production-critical Marin run, normally at least 1e22 FLOPs.
scrub-reflection-self-improvement
marin-community
Run the repository self-improvement scrub only from its scheduler or an explicit request for that scrub.
fix-issue
marin-community
Implement and land a fix for an explicitly identified marin-community/marin GitHub issue.
archive-experiments
marin-community
Archive explicitly named legacy experiment files by publishing a dated tag and canonical issue breadcrumbs.
consult-echo
marin-community
Search or cite Echo when Marin's prior-work policy applies, another selected workflow requires it, or the user explicitly asks; do not substitute it for local code search.
organize-experiments
marin-community
Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
task-snapshot
marin-community
Create a commit or tag snapshot only when explicitly requested for a milestone, reproducibility checkpoint, handoff, or pinned artifact.
babysit-zephyr
marin-community
Launch or continuously monitor a specified Zephyr pipeline on Iris only when asked to babysit it; restart only after explicit approval.
add-grant
marin-community
Implement a fully specified request for a GCP IAM resource grant or Cloud Run IAP viewer in marin-iac.
trace-pulumi-diff
marin-community
Run a read-only preview for a specified Marin infra/pulumi stack and trace each pending resource change to merged pull requests since its latest successful update when that update records a clean Git checkout. Use when a stack has unapplied changes or drift and someone needs to know which PRs explain the preview.
update-docs
marin-community
Update durable docs when explicitly requested or when current work changes behavior, exposes stale instructions, establishes an operational pattern, or yields reusable research guidance.
refresh-fork
marin-community
Refresh a named Marin external fork pin onto a newer upstream base using its configured descriptor and required end-to-end test.
task-logbook
marin-community
Maintain a task logbook only when explicitly requested for durable cross-session notes, reproducible experiments, or a coordinating issue; entries are append-only while summary indices may change.
run-research
marin-community
Run a coordinated multi-session research program only when explicitly requested; maintain a logbook and durable snapshots.
add-pallas-kernel
marin-community
Add or change a named Pallas/Mosaic kernel, including its reference implementation, correctness tests, wrapper, or requested tuning.
file-issue
marin-community
File a GitHub issue only when explicitly requested or delegated by another selected workflow; do not create issues merely because a problem was found.
write-design-doc
marin-community
Create Marin design-doc artifacts only when explicitly asked for a design doc, one-pager, or proposal; do not use for inline architecture discussion.
write-tests
marin-community
Add, revise, or review Marin tests for an explicit behavior change, regression, or test-quality request.
deploy-hero-change
marin-community
"Deploy a significant code change (backend, kernel, optimizer, data path) to the live hero run: relaunch it under a new run id from a permanent checkpoint, compare against the old run over a trial window, and roll back if the gate fails; use only when the user asks to deploy a change to the hero."
add-dataset
marin-community
Register a named Hugging Face dataset for Marin by inspecting its schema and adding the appropriate experiments/datasets module.
review-pr
marin-community
Review an explicitly identified Marin pull request against the repository's correctness and maintainability expectations.