Use the Maven Decoder MCP server to inspect code, APIs, methods, dependencies, versions, and usage examples from Maven artifacts installed in the user's local /.m2 repository. Use when working on Java, Maven, Gradle, Spring, Jakarta, Android, or JVM projects and the user asks about dependency internals, installed…
Method for assessing a codebase's structure — duplication, single-responsibility violations, layering problems, and coupling — and recommending minimal, incremental improvements. Use when asked to review architecture, assess structure or technical debt, evaluate module boundaries, or plan a refactor. Reviews the…
Checklist and method for reviewing code quality — readability, maintainability, SOLID, DRY, performance, and backward compatibility. Use when asked to review code, a diff, a branch, or a merge request for quality, or before finalizing significant changes. For GitHub PR review use the built-in /review; for…
Investigate failures whose root cause is still unknown — narrow the search space, instrument, and test falsifiable hypotheses. Use for intermittent or environment-dependent behavior, unexplained stack traces, regressions with no known trigger, or any symptom without a confirmed cause. Ends once the root cause is…
Use this skill when the user wants to start a new feature with a spec, or wants to write a spec for something they're about to build. Triggers on "new spec", "write a spec for X", "let's spec this out", "start a feature for...". Spec-driven development; the spec drives implementation. Do NOT use for cross-cutting…
Use when implementing or resuming a non-trivial repository change: a feature, behavior-changing fix, refactor, migration, framework or dependency upgrade, schema or API change, performance work, infrastructure or build-system change, reversion, or an existing build spec under docs/specs/. Also use for bare…
Use this skill to orient at session start, check initiative queue state, or see what's ready to work on next. Reads workspace.toml and surfaces ready-to-start items, blocked items with reason, parallel candidates, and active signals. Triggers on "workspace status", "where am I", "orient me", "session start", "what's…
Proactive bug-hunting workflow. Assesses codebase risk through complexity, coverage, and structural analysis, then spawns focused investigators that write reproducing tests to validate suspected bugs. Thoroughness over speed. Advisory only — produces findings and proposes tickets; does not implement fixes.
Autonomous bug-elimination loop. Iteratively invokes /bug-hunt and /implement-batch until findings converge below an operator-specified severity floor. At termination, runs /review-test scoped to the run's new reproducing tests and fixes quality issues above the floor. Auto-approves /bug-hunt and /review-test ticket…
Autonomous technical lead. Takes commander's intent and drives a project to completion through an OODA loop over implementation, refactoring, review, and bug-hunting skills. Has broad authority — creates tickets, commits, invokes any skill — and only escalates via andon cord for irreversible actions, public releases…
This skill provides a curated set of cross-platform design guideline prompts for building consistent, high-quality UIs. Each guideline defines common rules, component-specific guides, and an auto-derived token system — all driven by minimal user inputs.
Write and diagram engineer-facing prose well — the third partner skill in the govern / operate / communicate trio. It governs the prose the fleet AND its operator produce: the fleet's docs (a control's description, a mechanism entry, a design doc, a runbook, a handoff, a README, a tutorial, an ADR, an API reference)…
Apply MAGE to your own engineering work — the capstone mastery-skill of the method. Recognize the engineering situation, decide what to model and what to make authoritative, choose an engineering move, invoke a capability, act through the governed engineering environment, weigh the evidence, and convert durable…
Operate an agent-fleet repository as a DevOps engineer — the positive lifecycle map of how the substrate works (managing agents, context windows, the git repo, deploys, the dev machine, cron, and the orchestrator's own hooks), plus a symptom → resolving-doc catalog for when something breaks. Use when running an…
Use this skill to maintain an agent log in .agents/log, a decision journal shared by the developer and agents. Trigger when the user explicitly asks to use agent-log or record/update an agent log entry; when planning, implementing, or finalizing a significant feature in a repo with an existing .agents/log; or before…
Use when creating, reviewing, debugging, or maintaining Home Assistant custom Lovelace cards or card editors, including custom elements, Web Components, hass data, setConfig, getCardSize/getGridOptions, getConfigElement/getConfigForm, window.customCards, resource registration, HACS card packages, entity display…
Use this skill when creating, scaffolding, reviewing, or maintaining Python Home Assistant custom integrations, including work on customcomponents, manifests, config flows, options flows, config entries, platforms/entities, DataUpdateCoordinator, integration automation triggers, diagnostics, repairs…
Use when building or consuming a JSON-RPC 2.0 endpoint with DelphiMVCFramework — publishing a plain Delphi class as remotely callable methods, or calling one from a Delphi client. Triggers on "JSON-RPC", "JSONRPC", "MVCFramework.JSONRPC", "RPC method", "PublishObject", "TMVCJSONRPCController", "TMVCJSONRPCPublisher"…
Use when writing or fixing tests for a DelphiMVCFramework API — integration tests that drive real HTTP against an in-process server, or unit tests around controllers. Covers the DUnitX + in-process IMVCServer + IMVCRESTClient stack, CRUD/auth/authorization test patterns, database fixtures and the console runner.…
Use when writing any server-side feature with DelphiMVCFramework (DMVC) — controllers, routes, REST endpoints, entities, middleware, validation, dependency injection, JWT, SSE, or the server bootstrap. The core skill; the Minimal API, web-app, UI, security and testing skills build on it. Triggers on "DMVCFramework"…
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.
16 1mo agoA54 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: