v1truv1us
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- ▌ Graph RAG 2 · v1truv1us-ai-eng-systemRelationship-aware retrieval using graph traversal, entity anchors, community expansion, and hybrid vector plus graph search. Use when chunk similarity alone misses paths, entities, or subsystem context.
- ▌ Repurpose 2 · v1truv1us-ai-eng-systemAdapt existing content into new formats for different channels. Use for "repurpose this", "turn this into", "adapt for", or /repurpose.
- ▌ Control UI 2 · v1truv1us-ai-eng-systemBuild or adapt a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI. Use for local UI verification, screenshots, accessibility snapshots, perf profiles, visual diffs, or reproducing UI bugs.
- ▌ Cursor Sdk 2 · v1truv1us-ai-eng-systemGuide building apps, scripts, CI pipelines, and automations with the Cursor TypeScript SDK (`@cursor/sdk`). Use when integrating `Agent.create`, `Agent.prompt`, `Agent.resume`, streaming, MCP servers, local vs cloud runtime, errors, or porting REST `/v1/agents` calls to the SDK. Prefer this skill over memory—the SDK surface evolves and references here are the source of truth.
- ▌ Doc Review 2 · v1truv1us-ai-eng-systemStructured document review for structure, clarity, and technical accuracy. Use for "review this doc", feedback, critique, or /doc-review.
- ▌ Plugin Dev 2 · v1truv1us-ai-eng-system bundleThis skill should be used when creating extensions for Claude Code or OpenCode, including plugins, commands, agents, skills, and custom tools. Covers both platforms with format specifications, best practices, and the ai-eng-system build system.
- ▌ How 2 · v1truv1us-ai-eng-systemUse for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Can critique architecture. Use why for motivation.
- ▌ Tdd 2 · v1truv1us-ai-eng-systemUse only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration-heavy, or not requested.
- ▌ Why 2 · v1truv1us-ai-eng-systemUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
- ▌ Control CLI 2 · v1truv1us-ai-eng-systemBuild or adapt a local harness to drive, inspect, and profile an interactive CLI or TUI without external services. Use for CLI UX checks, startup regressions, memory leaks, hangs, prompt flows, or terminal demos.
- ▌ Docs Canvas 2 · v1truv1us-ai-eng-systemRender a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of contents, and cross-references. Use when the user asks for a docs canvas, documentation overview, architecture walkthrough, API reference page, or wants to render structured documentation as an interactive canvas.
- ▌ Orchestrate 2 · v1truv1us-ai-eng-systemUse only when the user explicitly types `/orchestrate <goal>` to decompose a large task, spawn a tree of parallel cloud-agent workers/subplanners/verifiers via the Cursor SDK, and collect structured handoffs; do not invoke autonomously.
- ▌ Eval Harness 2 · v1truv1us-ai-eng-systemAgent evaluation framework. Measure agent performance, identify weaknesses, and track improvement over time. Use when assessing agent quality, comparing approaches, or validating changes.
- ▌ Git Worktree 2 · v1truv1us-ai-eng-systemManage Git worktrees for parallel development. Use when creating isolated workspaces for parallel feature work, running multiple Claude sessions simultaneously, or managing concurrent development tasks.
- ▌ Arena 2 · v1truv1us-ai-eng-systemSpawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.
- ▌ Text Cleanup 2 · v1truv1us-ai-eng-system bundleComprehensive patterns and techniques for removing AI-generated verbosity and slop
- ▌ Morning Brief 2 · v1truv1us-ai-eng-systemDaily briefing synthesizing calendar, tasks, and priorities. Use for "morning brief", "daily briefing", "start my day", or /morning-brief.
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- ▌ Research Deep 2 · v1truv1us-ai-eng-systemMulti-source deep research with confidence-rated synthesis. Use for "research deeply", "deep dive on", "comprehensive research", or /research-deep.
- ▌ Weekly Review 2 · v1truv1us-ai-eng-systemProduce a weekly synthesis of authored commits with highlights by bugfix, tech debt, and net-new work
- ▌ CLI For Agents 2 · v1truv1us-ai-eng-systemDesigns or reviews CLIs so coding agents can run them reliably: non-interactive flags, layered --help with examples, stdin/pipelines, fast actionable errors, idempotency, dry-run, and predictable structure. Use when building a CLI, adding commands, writing --help, or when the user mentions agents, terminals, or automation-friendly CLIs.
- ▌ Coolify Deploy 2 · v1truv1us-ai-eng-systemDeploy applications to Coolify self-hosting platform. Use when deploying to Coolify, configuring build settings, setting environment variables, managing health checks, or performing rollbacks.
- ▌ Reflect 2 · v1truv1us-ai-eng-systemSpawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.
- ▌ Simplify 2 · v1truv1us-ai-eng-system bundleReview recently changed files for code reuse, quality, and efficiency issues, then fix them. Alias for code-simplification skill with multi-agent review additions.
- ▌ Get Pr Comments · v1truv1us-ai-eng-systemFetch and summarize review comments from the active pull request
- ▌ Pr Review Canvas 2 · v1truv1us-ai-eng-systemGenerate an interactive PR review walkthrough as an HTML page. Fetches PR data via gh API, categorizes files into core vs mechanical changes, adds reviewer annotations, and renders diffs with moved-code detection. Use when the user pastes a GitHub PR URL and asks for a review, walkthrough, or summary, or says \"review this PR\".
- ▌ Architect 2 · v1truv1us-ai-eng-systemSketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.
- ▌ Knowledge Capture 2 · v1truv1us-ai-eng-systemDocument solved problems to build cumulative team knowledge. Systematically capture solutions with context, code examples, gotchas, and related links. Use after completing workflows to ensure learnings compound for future team members.
- ▌ New Branch And Pr · v1truv1us-ai-eng-systemCreate a fresh branch, complete work, and open a pull request
- ▌ Prompt Refinement 2 · v1truv1us-ai-eng-system bundleTransform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/specify commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.
- ▌ Verification Loop 2 · v1truv1us-ai-eng-systemContinuous verification methodology. Verify after every change, not just at the end. Run tests, check builds, validate behavior. Use when implementing features, fixing bugs, or refactoring.
- ▌ Automate Me 2 · v1truv1us-ai-eng-systemUse for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via create-skill + unslop, optionally pulling fresh evidence from recent transcripts.
- ▌ Interrogate 2 · v1truv1us-ai-eng-systemUse for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart". Four LLM reviewers challenge changes from independent angles.
- ▌ Poteto Mode 2 · v1truv1us-ai-eng-systempoteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work. Use for poteto, /poteto-mode, or requests to work in this style.
- ▌ Using Agent Skills 2 · v1truv1us-ai-eng-systemDiscovery and invocation of all skills, commands, and agents. Decision tree for task-to-skill mapping. Core operating behaviors for agents. Use when unsure which skill or agent to use.
- ▌ Code Simplification 2 · v1truv1us-ai-eng-systemSimplifies code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be.
- ▌ Shipping And Launch 2 · v1truv1us-ai-eng-systemPre-launch checklists, feature flag lifecycle, staged rollouts, rollback procedures, monitoring setup. Use when preparing to deploy to production.
- ▌ Workflow From Chats 2 · v1truv1us-ai-eng-systemExtract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs. Use when asked to learn preferences, mine feedback, personalize workflows, or generate team/person-specific agent guidance.
- ▌ CI CD And Automation 2 · v1truv1us-ai-eng-systemShift Left, Faster is Safer, feature flags, quality gate pipelines, failure feedback loops. Use when setting up or modifying build and deploy pipelines.
- ▌ Create Learning Path 2 · v1truv1us-ai-eng-systemBuild a personalized learning roadmap with milestones and practice checkpoints
- ▌ Check Compiler Errors · v1truv1us-ai-eng-systemRun compile and type-check commands and report failures
- ▌ Ralph Wiggum 2 · v1truv1us-ai-eng-system bundleContinuous iteration loop pattern for well-defined tasks with clear completion criteria. Use when getting tests to pass, implementing features with automatic verification, bug fixing with clear success conditions, or running automated development overnight. Provides prompt templates, safety guidelines, and integration patterns for ai-eng-system workflows.
- ▌ Comprehensive Research 2 · v1truv1us-ai-eng-system bundleMulti-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command. Use when conducting deep analysis, exploring codebases, investigating patterns, or synthesizing findings from multiple sources.
- ▌ Knowledge Architecture 2 · v1truv1us-ai-eng-systemBuild a static-first knowledge architecture using file-backed domain maps, rules, hypotheses, and durable references. Use for knowledge architecture, learning systems, decision context, and long-lived team memory without runtime memory tooling.
- ▌ Make Pr Easy To Review 2 · v1truv1us-ai-eng-systemPrepare PRs for review by cleaning noisy history, improving PR descriptions, and adding reviewer guidance without changing code behavior. Use for "make this easy to review", "tidy this PR", "clean up commits", or "annotate the diff".
- ▌ NPM Trusted Publishing 2 · v1truv1us-ai-eng-systemPublish npm packages via GitHub Actions with OIDC trusted publishing and provenance. Use when setting up automated npm publishes, debugging ENEEDAUTH/E404 errors, or configuring provenance attestations.
- ▌ Security And Hardening 2 · v1truv1us-ai-eng-systemOWASP Top 10 prevention, auth patterns, secrets management, dependency auditing, three-tier boundary system. Use when handling user input, auth, data storage, or external integrations.
- ▌ Typescript Best Practices · v1truv1us-ai-eng-system bundleTypeScript best practices. Use when reading or editing any .ts or .tsx file.
- ▌ Code Review And Quality 2 · v1truv1us-ai-eng-systemConducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human.
- ▌ Monorepo Initialization 2 · v1truv1us-ai-eng-systemRecursively initialize AGENTS.md in monorepo subdirectories with smart detection. Creates hierarchical agent context files with proper linking to root CLAUDE.md and parent AGENTS.md. Use for setting up multi-package projects, microservices, or any project with important subdirectories that need AI agent guidance.
- ▌ Spec Driven Development 2 · v1truv1us-ai-eng-systemWrite a structured specification before writing code. Use when starting a new project, feature, or significant change. Defines objectives, commands, structure, code style, testing strategy, and boundaries.
- ▌ Test Driven Development 2 · v1truv1us-ai-eng-systemRed-Green-Refactor workflow. Write tests before implementation, maintain 80%+ coverage. Use when implementing logic, fixing bugs, or changing behavior.
- ▌ Check Agent Compatibility 2 · v1truv1us-ai-eng-systemRun the full repository compatibility pass: scanner score, startup path, validation loop, and docs reliability.
- ▌ Source Driven Development 2 · v1truv1us-ai-eng-systemGround every framework decision in official documentation. Use when you want authoritative, source-cited code for any framework or library.
- ▌ Incremental Implementation 2 · v1truv1us-ai-eng-systemDelivers changes in thin vertical slices. Use when implementing any feature or refactor that touches more than one file or feels too large to land safely in one pass.
- ▌ Run Learning Retrospective 2 · v1truv1us-ai-eng-systemEvaluate learning progress, identify blockers, and adjust the learning plan
- ▌ Multimodal Corpus Ingestion 2 · v1truv1us-ai-eng-systemNormalize mixed inputs like code, docs, PDFs, screenshots, diagrams, audio, and transcripts into a structured corpus. Use when the task depends on combining multiple artifact types before analysis or retrieval.
- ▌ Planning And Task Breakdown 2 · v1truv1us-ai-eng-systemDecompose specs into small, verifiable tasks with acceptance criteria and dependency ordering. Use when you have a spec and need implementable units.
- ▌ Debugging And Error Recovery 2 · v1truv1us-ai-eng-systemGuides systematic root-cause debugging. Use when tests fail, builds break, behavior does not match expectations, or any unexpected error appears.
- ▌ Browser Testing With Devtools 2 · v1truv1us-ai-eng-systemChrome DevTools for live runtime data - DOM inspection, console logs, network traces, performance profiling. Use when building or debugging anything that runs in a browser.
- ▌ Typescript Best Practices 2 · v1truv1us-ai-eng-systemTypeScript best practices. Use when reading or editing any .ts or .tsx file.
- ▌ Principle Foundational Thinking · v1truv1us-ai-eng-systemApply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.
- ▌ Debugging And Error Recovery · v1truv1us-ai-eng-system bundleGuides systematic root-cause debugging. Use when tests fail, builds break, behavior does not match expectations, or any unexpected error appears.
- ▌ Browser Testing With Devtools · v1truv1us-ai-eng-system bundleChrome DevTools for live runtime data: DOM inspection, console logs, network traces, performance profiling. Use when building or debugging anything in a browser.
- ▌ Continuous Learning V2 · v1truv1us-ai-eng-systemInstinct-based learning system with confidence scoring, import/export, and evolution into skills. The system learns patterns from sessions and promotes high-confidence instincts into durable skills. Use when extracting patterns from completed work.
- ▌ Documentation And Adrs · v1truv1us-ai-eng-systemArchitecture Decision Records, API docs, inline documentation standards. Use when making architectural decisions, changing APIs, or shipping features. Document the why, not the what.
- ▌ Frontend UI Engineering · v1truv1us-ai-eng-systemComponent architecture, design systems, state management, responsive design, WCAG 2.1 AA accessibility. Use when building or modifying user-facing interfaces.
- ▌ API And Interface Design · v1truv1us-ai-eng-systemContract-first design, Hyrum's Law, One-Version Rule, error semantics, boundary validation. Use when designing APIs, module boundaries, or public interfaces.
- ▌ Performance Optimization · v1truv1us-ai-eng-systemMeasure-first approach for Core Web Vitals targets, profiling workflows, bundle analysis, and anti-pattern detection. Use when performance requirements exist or you suspect regressions.
- ▌ Dependency Graph Analysis · v1truv1us-ai-eng-systemBuild and reason about import graphs, call graphs, schema graphs, and service dependency graphs. Use when tracing paths, finding god nodes, surfacing cycles, or answering architecture questions about how parts connect.
- ▌ Deprecation And Migration · v1truv1us-ai-eng-systemCode-as-liability mindset, compulsory vs advisory deprecation, migration patterns, zombie code removal. Use when removing old systems, migrating users, or sunsetting features.
- ▌ Thermo Nuclear Performance Review · v1truv1us-ai-eng-system bundleRun an extremely strict performance review for runtime efficiency, memory usage, bundle size, database query patterns, and scalability limits. Use for a thermo-nuclear performance review, thermonuclear performance audit, or especially harsh performance review.
- ▌ Thermo Nuclear Architecture Review · v1truv1us-ai-eng-system bundleRun an extremely strict architecture and system design review for coupling, boundary violations, dependency direction, layering, and structural decay. Use for a thermo-nuclear architecture review, thermonuclear system design audit, or especially harsh architecture review.
- ▌ Git Workflow And Versioning · v1truv1us-ai-eng-systemTrunk-based development, atomic commits, change sizing (~100 lines), commit-as-save-point pattern. Use when making any code change.
- ▌ Principle Prove It Works · v1truv1us-ai-eng-systemApply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'
- ▌ Principle Fix Root Causes · v1truv1us-ai-eng-systemApply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.
- ▌ Principle Experience First · v1truv1us-ai-eng-systemApply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship fewer polished features over more rough ones.
- ▌ Principle Laziness Protocol · v1truv1us-ai-eng-systemApply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward deletion and the smallest change that solves the problem.
- ▌ Auto Research · v1truv1us-ai-eng-systemPremier research workflow for systematic investigation, synthesis, and verification. Use for literature reviews, competitive analysis, deep dives, market research, or any task requiring structured research with source attribution.
- ▌ Principle Boundary Discipline · v1truv1us-ai-eng-systemApply when wiring validation, error handling, or framework adapters. Concentrate guards at system boundaries (CLI, config, network, external APIs); trust internal types and keep business logic in pure functions.
- ▌ Principle Minimize Reader Load · v1truv1us-ai-eng-systemApply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope.
- ▌ Principle Type System Discipline · v1truv1us-ai-eng-systemApply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.
- ▌ Principle Subtract Before You Add · v1truv1us-ai-eng-systemApply when sequencing an addition, refactor, or rewrite. Remove dead weight, redundant validators, and stub references first, then build on the simpler base.
- ▌ Principle Exhaust The Design Space · v1truv1us-ai-eng-systemApply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competing prototypes and compare side by side before committing.
- ▌ Principle Guard The Context Window · v1truv1us-ai-eng-systemApply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.
- ▌ Principle Never Block On The Human · v1truv1us-ai-eng-systemApply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irreversible actions.
- ▌ Principle Make Operations Idempotent · v1truv1us-ai-eng-systemApply when designing commands, lifecycle steps, or processing loops that run amid crashes, restarts, and retries. Converge to the same end state regardless of partial prior runs.
- ▌ Principle Outcome Oriented Execution · v1truv1us-ai-eng-systemApply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway compatibility code.
- ▌ Principle Encode Lessons In Structure · v1truv1us-ai-eng-systemApply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.
- ▌ Principle Redesign From First Principles · v1truv1us-ai-eng-systemApply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.
- ▌ Principle Migrate Callers Then Delete Legacy Apis · v1truv1us-ai-eng-systemApply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layers.
- ▌ Principle Separate Before Serializing Shared State · v1truv1us-ai-eng-systemApply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when one shared writer is a real invariant.
- ▌ Security And Hardening · v1truv1us-ai-eng-system bundleOWASP Top 10 prevention, auth patterns, secrets management, dependency auditing, boundary validation. Use when handling user input, auth, or external integrations.
- ▌ Run Smoke Tests · v1truv1us-ai-eng-systemRun Playwright smoke tests, debug failures, and verify fixes
- ▌ Code Review And Quality · v1truv1us-ai-eng-system bundleMulti-axis code review with optional strict maintainability mode. Use before merging any change—human, agent, or automation output.
- ▌ Monorepo Initialization · v1truv1us-ai-eng-system bundleRecursively initialize AGENTS.md in monorepo subdirectories with smart detection. Creates hierarchical agent context files with proper linking to root CLAUDE.md and parent AGENTS.md. Use for setting up multi-package projects, microservices, or any project with important subdirectories that need AI agent guidance.
- ▌ Spec Driven Development · v1truv1us-ai-eng-system bundleWrite a structured specification before code: objectives, structure, code style, testing strategy, boundaries. Use when starting a new project or feature.