445 skills · sorted by relevance
Design the controls around autonomous agents: what they can edit, how results are evaluated, how progress is logged, and when human approval is required. Build research and experiment loops with clear recovery and review rules.
Design loops that improve an agent’s own prompts, workflows, or execution code from failure records. Define bounded edits, preserve candidate histories, and accept changes through independent tests that check improvements and regressions.
Coordinate Stripe pricing changes, Supabase database updates, and Vercel deployments through the Composio CLI, a command-line tool. Follow an ordered release workflow with post-deployment checks, Slack announcements, and guidance for reversing changes if verification fails.
Deploy internal web apps and dashboards to a runtime that stays available after the conversation ends. Share a stable link with authorized people, publish updates as separate versions, and restore an earlier version when needed.
Plan and implement gradual upgrades of legacy systems while preserving existing business behavior. Map dependencies and risks, create migration stages and routing code, and prepare tests, monitoring, and rollback procedures to validate each step.
Design cloud architectures and migration plans for AWS, Azure, and GCP. Produce service diagrams, selection rationale, security designs, cost estimates, and recovery strategies, with deployment and rollback plans that account for availability and operational monitoring.
Assess a fixed patch or pull request diff before merging. Trace affected behavior, evaluate regression risks, tests, and recovery options, then provide an evidence-based recommendation and advisory automatic-merge eligibility without modifying or merging the patch.
Write and maintain technical documents for different readers, including READMEs, API references, operational procedures, architecture explanations, and onboarding guides. Organize practical examples, setup steps, design decisions, and recovery instructions around what each audience needs.
Plan advertising budget allocation, bidding, and spending pace using goals, financial constraints, and evidence about additional spending returns. Compare options and produce a plan with amounts, timing, owners, success measures, and triggers for reversing changes.
Prepare Bifrost releases by turning Git history into release summaries and module changelogs. Coordinate version updates across dependent modules, document database migration risks, and include closed issues and outside contributor credits.
Plan commits around complete features, fixes, or documentation changes, keeping related tests and docs together. Split larger work into reviewable units with recorded verification results and clear boundaries for rolling back changes.
Assess a fixed code patch for behavior changes, regression risks, test coverage, and recovery options. Receive an evidence-based report and structured assessment indicating whether it is ready to merge and qualifies as an automatic merge candidate.
Improve CircleCI build and test pipelines by identifying slow or unreliable jobs, then adjusting caching, data sharing between jobs, triggers, and parallel execution. Receive incremental configuration changes with expected effects, validation criteria, and rollback guidance.
Design enterprise AI and automation product pages that explain permissions, approvals, audit records, and recovery from failures. Organize verified metrics and case studies, accessible workflow details, and demo or waitlist forms that clarify what happens next.
Plan and carry out agent deployments on Google Cloud using agents-cli. The guide covers deployment targets, permissions, secrets, automated build and deployment pipelines, verification, and recovery procedures for agents built with supported frameworks.
Draft or revise pull request descriptions that show the change, evidence of its behavior, and merge risks. Use concise diagrams, trees, or diffs alongside before-and-after results to help reviewers assess impact and how easily changes can be reversed.
Recover missed Observal session deliveries, upgrade or downgrade the command-line tool, and roll back version changes. After specified connection or configuration failures, it can also create local Agent files when explicitly requested.
Deploy code changes to a live hero training run by starting a new run from a permanent checkpoint, a saved training state. Compare matching training steps against agreed criteria and roll back if the trial fails.
Review plans, designs, or code by imagining how they could fail. Checks potential risks against surrounding context and existing safeguards, separates verified threats from false alarms, and helps decide whether to mitigate or accept them.
Design and automate machine learning workflows from data preparation through training, validation, deployment, and monitoring. Provides guidance and templates for reproducible experiments, quality checks, gradual model rollouts, and restoring a previous model when problems occur.
Create project guidance documents for topics such as API conventions, testing, security, and deployment. The skill examines existing code patterns and relevant templates, then writes focused documents that agents can use as ongoing project memory.
Create topic-specific project guidance that agents can use as project memory. Examine existing code and available templates to document conventions for areas such as APIs, testing, authentication, or deployment, with concrete examples.
Guides initial BlueField-4 setup through its BMC, the hardware management controller. Covers OS installation methods, firmware updates, post-install checks, and troubleshooting, with action-specific confirmation and maintenance safeguards for changes that can disrupt or damage the device.
[omh] Shipping a versioned release -- tag it, stage it behind a canary, or roll back the last deploy: decide what goes in, the version, the rollout stages, and a rollback with its trigger and exact command before it is needed. Use when the user says: release-cut, release cut, cut a release, cut the release, cut a new release, tag a release, tag the release, release candidate.
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