Tree-sitter code graph for symbol lookups, caller graphs, change-impact analysis, and cross-repo contract tracing. Use instead of grep/Explore when you need exact symbol definitions, who-calls-what, blast radius before an edit, or which repo provides/consumes a shared env var, endpoint, package, or service.…
Read from and write to the team's shared agent memory graph. Prefer this over your private built-in/session memory for any durable, team-shareable knowledge. Use when starting work in a repository (load project facts and patterns), after solving a non-obvious problem (store a pattern), when discovering structural…
Track an end-to-end engineering project across multiple agent sessions without explicit handoffs. Use this skill when starting a multi-session project (call workflowprojectcreate then workflowsessionstart), when continuing an existing project in a new session (call workflowsessionstart with the slug injected by the…
Interactive task manager for the work-coordination graph. Use to triage and claim ready work, create tasks (including epics and sub-issues), link dependencies, and close finished tasks. Also use it whenever you are about to START work on an existing tk- task from anywhere — the ready-task list in your session context…
Interactive workflow session manager. Call at the start of any session to link it to a tracked project. Lists active WorkflowProjects for the current repo, lets the user pick one (or create a new project), then calls workflowsessionstart to register the session in the graph. Also supports ending a session…
Build Docker images for Python services following team conventions. Use this skill when writing Dockerfiles, authoring CI image build pipelines, or adding a new service — covers mitodl image naming, git short-ref tags, relocatable uv venvs, and shared library handling.
Structure and organize Dagster code locations using dg. Use this skill when creating or migrating code locations, placing assets or sensors in the correct location, scaffolding new dg projects, or setting up the dgprojects/ workspace layout.
Modify existing Pulumi infrastructure stacks safely. Use this skill when making any Pulumi IaC changes — always edit the existing stack entrypoint, never create new files, preserve assumeRole and cross-account configuration, and validate with pulumi preview before finishing.
Wire Vault Kubernetes authentication for a service using hvac. Use this skill when adding or modifying Vault auth in any Kubernetes-deployed service — always read the Vault role and mount path from environment variables, never hardcode them.
Fetch, categorize, and address GitHub pull request review feedback -- inline review comments, review threads, top-level discussion comments, and failing status checks (GitHub Actions jobs plus third-party checks like pre-commit.ci, GitGuardian, and CodeQL) -- including paginating through large or long-running PRs with…
Review a diff, branch, path, or PR for correctness bugs and reuse/simplification/efficiency cleanups, using a verify-before-reporting pass so findings are checked against the actual code rather than pattern-matched. Portable across agent platforms (Claude Code, pi, Copilot, OpenCode) — needs only git diff and a…
Create a GitHub issue in the mitodl organization using their standard issue templates. Use this skill when asked to create a GitHub issue, open an issue, or file a bug report. Guides user through repo selection, template choice, and gh issue create.
Create a pull request in the mitodl organization using their standard PR template. Use this skill when asked to create a PR, open a pull request, or submit changes for review. Guides branch inspection, title/body population, a pre-submit audit of factual/behavioral claims in the PR body against live evidence, and gh…
Post a properly structured RFC as a GitHub Discussion in the mitodl/hq repository under the RFC category. Use this skill when asked to write or post an RFC, create a design proposal, or document an architectural decision for team review.
Audit a repository's dependencies to identify those that are unused (safe to remove), underused (few enough features used to vendor or rewrite), imported inefficiently (blocking tree-shaking), or deprecated/sunset (need migration). Use this skill when the user wants to slim down their dependency tree, reduce supply…
Triage, evaluate, and apply dependency updates safely — whether from Renovate PRs, a proactive audit, or a project that has fallen behind. Use this skill when you need to discover what is outdated, decide what is safe to update in parallel, sequence updates that have ordering constraints, evaluate changelogs and blast…
Verify that a merged infrastructure, config, or manifest change actually took effect in the deployed environment — not just that it merged. Use this skill when asked to "verify the deploy", "confirm this is live", "check the rollout", "did this actually deploy", or after any ConfigMap/Secret/env/Pulumi/Helm change…
Generates a daily standup post from GitHub activity and agent session history, and posts it to the mitodl/hq Check-ins discussion. Use when asked to write, generate, or post a daily standup — fetches PR, issue, discussion, and code-review activity via the gh CLI, queries recent agent sessions, asks clarifying…
Audit open GitHub issues to identify which are outdated, already completed, or superseded by newer issues — using parallel subagents to cross-reference issue descriptions against the current codebase and git history. Use this skill when asked to triage issues, find stale issues, clean up the backlog, identify what can…
Enumerate your open GitHub pull requests across an org (or a single repo) and categorize each by the action it actually needs: needs a first-pass bot review (Copilot/Claude/Gemini), awaiting a requested reviewer, has review feedback to address, formally has changes requested, or is approved and ready to merge. Use…
Summarize open Renovate dependency-update PRs across a GitHub org, narrowed to the repos you personally worked in recently, ranked by descending security urgency using real GitHub Advisory Database severity, CVSS and EPSS data. Use this skill when asked what dependency updates need attention, which Renovate PRs are…
Take screenshots of UI changes for a pull request using shot-scraper. Use this skill when asked to screenshot, capture, or document UI changes in a PR — discovers the local dev base URL, establishes auth (defaulting to the [email protected] Keycloak/APISIX test user), proposes a screenshot plan at desktop/tablet/mobile…
Write CLI scripts using the cyclopts framework. Use this skill when creating any command-line script or developer utility — place it in bin/ using cyclopts, not argparse, click, typer, or bare sys.argv.
Write and review fast Django REST Framework APIs. Use this skill when adding or changing a DRF viewset, serializer, pagination class, or queryset - covers response nesting limits, paginating list endpoints and keeping the count query cheap, selectrelated vs prefetchrelated vs django-prefetch, keeping ORM queries out…