latitude-dev

apps/web UI — routes, @repo/ui, TanStack Start server functions and collections, navigation (Link vs useNavigate), forms (useForm + createFormSubmitHandler + fieldErrorsAsStrings for Zod field errors), Tailwind layout rules, design-system updates, and…

Multi-channel notifications. Adding a new notification kind, group, or channel; in-app + email delivery; per-user prefs; project-level gates; idempotency.

Review the current conversation context and git changes, then persist durable repository knowledge into `dev-docs/*.md` by domain and into `AGENTS.md` for cross-cutting repo rules. Use after features, fixes, refactors, architecture changes, schema changes, or…

Installing dependencies, running dev/build/test/lint, filtering packages, single-test runs, git hooks, preparing a clone (.env.development / .env.test), or Docker-backed local services and dev servers.

Triages a PR with GitHub CLI: loads issue-level and inline review feedback (gh pr view, gh api REST, gh api graphql as appropriate), walks items in order, replies in the correct thread, optional resolve. Groups duplicate comments into one fix. Use when…

Create, validate, preview, and publish self-contained HTML artifacts. Use for dashboards, reports, timelines, prototypes, diff walkthroughs, benchmark viewers, decision docs, and existing HTML files that need previewing or publishing. Use direct file commands…

Adding or changing API operations in `@repo/operations`. One source of truth (`defineOperation` + a Zod schema) becomes an HTTP endpoint, an OpenAPI operation, an MCP tool, TS + Python SDK methods, a `latitude` CLI command, and an in-process agent tool —…

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism,…

Use this skill when a developer wants to annotate their LLM outputs, set up an annotation process, or improve existing annotations. Triggers on: "help me annotate my LLM outputs", "review my annotations", "set up an annotation rubric", "my annotations feel…

Use this skill when a developer wants to decide what type of evaluation to build for their AI system. Triggers on: "should I use a rule or a judge", "what type of eval should I build", "decide eval type", "judge vs programmatic rule", "LLM-as-judge vs…

Use this skill when a developer wants to check whether their existing evaluations are trustworthy and well-targeted. Triggers on: "audit my evals", "are my evals any good", "review my evaluation setup", "check my LLM judges", "are my evaluations reliable",…

Use this skill when a developer wants to check if they're ready to build evaluations for their AI system. Triggers on: "am I ready to build evals", "can I start building evaluations", "eval readiness check", "pre-eval checklist", "what do I need before…

Use this skill when a developer wants to build or expand a golden dataset for regression testing. Triggers on: "build a golden dataset", "create a test dataset", "curate eval examples", "promote logs to dataset", "build regression test cases", "I need a…

Use this skill when a developer wants to find out what's going wrong with their LLM or AI system in production. Triggers on: "analyze my LLM logs", "find issues in my AI outputs", "my LLM is giving bad responses", "find patterns in my AI failures", "review my…

Use this skill when a developer wants to validate how well their LLM judge aligns with human judgment. Triggers on: "validate my LLM judge", "check if my judge is accurate", "my judge scores don't match human ratings", "calibrate my evaluator", "how reliable…

Use this skill when a developer wants to create LLM-as-a-judge evaluators for their AI system. Triggers on: "create an LLM judge", "build an eval for my AI", "automate my evaluations", "create a judge prompt", "build LLM-as-a-judge", "turn my annotations into…

Add or review Latitude Telemetry for LLM apps. Use for Latitude tracing, LLM observability, missing traces, OpenTelemetry/OTLP integration in TypeScript, Python, and other runtimes. Covers instrumenting a new project under an existing Latitude account…

Zero-account onboarding orchestrator for Latitude. Bootstrap a temporary Latitude account from the terminal (no signup), instrument the app for tracing, verify real traces, clean up, and hand back a browser link to claim ownership. Use when someone wants to…

Integrate Latitude telemetry into any backend project for LLM observability. Use when the user wants to add Latitude tracing, logging, or observability to their LLM calls. Covers three approaches based on language and needs -- SDK telemetry wrapper (Python,…

PromptL syntax guide for writing prompts in the Latitude platform. This skill should be used when writing, reviewing, or editing PromptL prompts. Triggers on tasks involving creating prompts, configuring LLM parameters, using variables, conditionals, loops,…