supabase
Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector).
github-archive
Investigate GitHub security incidents using tamper-proof GitHub Archive data via BigQuery. Use when verifying repository activity claims, recovering deleted PRs/branches/tags/repos, attributing actions to actors, or reconstructing attack timelines. Provides immutable forensic evidence of all public GitHub events since 2011.
github-commit-recovery
Recover deleted commits from GitHub using REST API, web interface, and git fetch. Use when you have commit SHAs and need to retrieve actual commit content, diffs, or patches. Includes techniques for accessing "deleted" commits that remain on GitHub servers.
github-evidence-kit
Generate, export, load, and verify forensic evidence from GitHub sources. Use when creating verifiable evidence objects from GitHub API, GH Archive, Wayback Machine, local git repositories, or security vendor reports. Handles evidence storage, querying, and re-verification against original sources.
debug-gradient-flow
Diagnose gradient flow issues in training, especially for compiled models (torch.compile/make_fx). Systematically isolates which loss components (energy, force, virial) contribute gradients to which parameters, and identifies where the gradient chain breaks.
error-recovery
Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.
model-selection
Per-agent model selection with 4-layer hierarchy and fallback chains
security-review
How to review PRs for security — credentials, injection, workflow permissions, supply chain, git operation safety
main2main
Guides adaptation of vLLM-Ascend to upstream vLLM main branch changes. Supports two workflows: (1) Proactive upgrade: analyze vLLM code diff, generate prioritized change report, adapt vllm-ascend code. (2) CI failure diagnosis: when schedule_test_vllm_main CI is red, automatically extract errors from logs, trace root causes to upstream commits, generate diagnostic report, and apply fixes. The skill produces code changes, a report file, and a structured summary. It does NOT perform git/PR operations. After the skill completes in standalone mode, create a branch, commit, and submit a PR using the structured summary as PR body. Use this skill whenever: - The user wants to upgrade/adapt vllm-ascend to a newer vLLM commit - The user shares a GitHub Actions URL or run ID from main2main tests - The user mentions CI failures related to vLLM main branch updates or "main2main" test failures - The user wants to compare vLLM changes and assess impact on vllm-ascend - The user asks to analyze, debug, or fix failures cau
managing-autonomous-development
Execute enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, review pending tasks, and start autonomous execution mode. use this skill when the user asks to create a new develo... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
creating-alerting-rules
Execute this skill enables AI assistant to create intelligent alerting rules for proactive performance monitoring. it is triggered when the user requests to "create alerts", "define monitoring rules", or "set up alerting". the skill helps define thresholds, rou... Use when generating or creating new content. Trigger with phrases like 'generate', 'create', or 'scaffold'.
version-bumper
Execute automatically handles semantic version updates across plugin.json and marketplace catalog when user mentions version bump, update version, or release. ensures version consistency in AI assistant-code-plugins repository. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
generating-docker-compose-files
Execute use when you need to work with Docker Compose. This skill provides Docker Compose file generation with comprehensive guidance and automation. Trigger with phrases like "generate docker-compose", "create compose file", or "configure multi-container app".
instantly-sdk-patterns
Apply production-ready Instantly.ai API client patterns for TypeScript and Python. Use when building reusable API wrappers, implementing retry logic, or establishing coding standards for Instantly integrations. Trigger with phrases like "instantly SDK patterns", "instantly best practices", "instantly client wrapper", "instantly code patterns", "idiomatic instantly".
windsurf-migration-deep-dive
Migrate to Windsurf from VS Code, Cursor, or other AI IDEs with full configuration transfer. Use when migrating a team to Windsurf, transferring Cursor rules, or evaluating Windsurf against other AI editors. Trigger with phrases like "migrate to windsurf", "switch to windsurf", "windsurf from cursor", "windsurf from copilot", "windsurf evaluation".
instantly-deploy-integration
Deploy Instantly.ai webhook receivers and API integrations to cloud platforms. Use when deploying to Vercel, Cloud Run, or Fly.io, or setting up production webhook endpoints. Trigger with phrases like "deploy instantly", "instantly cloud run", "instantly vercel", "instantly webhook deployment", "instantly production deploy".
fireflies-enterprise-rbac
Configure Fireflies.ai workspace roles, channels, privacy controls, and meeting sharing. Use when managing team access, setting up channels, or configuring transcript visibility and sharing rules. Trigger with phrases like "fireflies roles", "fireflies permissions", "fireflies channels", "fireflies privacy", "fireflies sharing", "fireflies RBAC".
linear-deploy-integration
Deploy Linear-integrated applications and track deployments. Use when deploying to production, linking deploys to issues, or setting up deployment tracking with Vercel/Railway/Cloud Run. Trigger: "deploy linear integration", "linear deployment", "linear vercel", "track linear deployments", "linear deploy tracking".