Skill rating

Find the root cause of a reported bug: take in the report (GitHub issue, Jira ticket, file, or pasted text), trace the failing path hop by hop with each hop's runtime precondition, find the recent cha

Given a bug report (GitHub issue, Jira ticket, file, or pasted text), find its root cause and decide per symptom whether it is a one-off or one instance of a pattern worth fixing at the root, then fil

How to create and run agent actions. Actions are the single source of truth for app operations — the agent calls them as tools and frontend code calls them through client hooks. Use when creating a ne

Turns a thread, skill, spreadsheet, or Claude/ChatGPT project into a polished, visual Agent-Native app: populated domain screens with the in-app agent working behind contextual controls. Use when a us

Fast end-to-end workflow for turning this starter into a working domain app from a short or vague request. Use when asked to build, make, create, or prototype an app, tool, tracker, dashboard, booking

How the generate-then-composite pipeline puts a pixel-perfect canonical logo onto a generated image without letting the LLM regenerate the logo.

How to view, export, and analyze form responses. Use when the user asks about submitted data, wants to export responses, or needs response analytics.

Create a new deck with slides from scratch. Use before creating a deck or standalone visual; resolve source fidelity, creative context, and the active design system before using the fallback HTML patt

Generate inline chart images (PNG) for embedding in chat responses. Use this skill when you need to create bar, line, or area charts for data visualization in chat.

Use when the user explicitly wants autonomous progress without routine clarification stops: "plow ahead", "do not stop", "use your best judgment", "keep going until done", "finish while I am away", "d

Use Content for repo-backed Markdown/MDX docs, blogs, resources, rich document editing, Notion-style collections and boards, structured intake forms, local components, shareable copies, and connected

Declare, evaluate, manage, and remove framework feature flags. Use when shipping a capability gradually, targeting users or organizations, or replacing a compile-time rollout switch with a production-

The legacy manage-jobs compatibility surface, job files under jobs/, and cron scheduler internals. Use when maintaining manage-jobs integrations or debugging the scheduler.

Event-triggered and schedule-triggered automations with natural-language conditions. Use when creating automations, wiring events, or understanding how triggers fire.

How to inspect and configure the AI engine (model provider) powering the agent. Use when the user asks to switch models, check which engine is active, test a new provider, or register a custom engine.

How to render interactive previews of app screens inline in agent chat via sandboxed iframes. Covers the `embed` fence syntax, the `postNavigate` pop-out helper, and when to prefer an embed over prose

In-app notifications primitive with pluggable server-side channels. Use when the agent needs to surface progress, alerts, or completions to the user — both in-app (bell + toast) and out-of-band (webho

Open or create a repo-native visual documentation workspace backed by local Plan MDX files. Use when the user asks to visualize a repository, create durable visual docs for APIs/components/models/flow

Report live progress from long-running agent tasks. Use when a task takes more than a few seconds, so the user can watch status in the runs tray instead of staring at a spinner.

Use when a question spans multiple sources (warehouse + CRM + support + first-party): stitch identities, remove duplicates, give one answer with per-source provenance.

Create, sync, and diagnose Brain sources across all providers (manual, generic, clips, slack, granola, github, zoom) — health states, sync scheduling, and credential resolution. Use when adding a sour

Large analyses and file delivery: scratch staging, chunked batches, run-code aggregation, CSV/XLSX exports. Use when work exceeds one context window or the user wants a file.

Exhaustively test Mail against Superhuman Mail interaction-by-interaction. Use when changing Mail UX, validating keyboard/gesture/autocomplete behavior, or running a side-by-side parity pass.

Schema, CRUD, sharing, URL style imports, and cascade-delete patterns for asset libraries, collections, and assets. Use when managing a library or importing visual brand evidence from a URL.

How the agent captures, reads, edits, reorders, and deletes tasks and inbox items using view-screen context. Use when the user mentions "this task", "these tasks", "this inbox item", or "the list", or

How to conduct ad-hoc analyses: gather data from multiple sources, synthesize findings, and save durable results as dashboard artifacts that anyone can re-run.

Create, embed, clone, or repair a Custom Block (extension panel). Use for a bespoke visualization native panels cannot draw, or to fix or copy an extension-backed dashboard.

Find, save, copy, and adapt Design templates. Use when the user references a template, a prior design, or wants a reusable starting point.

Make arbitrary authenticated HTTP calls to configured Analytics providers when first-class actions are too narrow; inspect provider docs/specs first.

Design, inspect, and safely edit Factory graph versions. Use when a user asks to change a node or route, explain an item path, or comment on the visual map. Do not use this when the user only wants a

Look up community member engagement and signals via Common Room. Use this skill when the user asks about community activity, member engagement, or community signals.

Query keyword rankings, search volume, and SEO metrics via DataForSEO. Use this skill when the user asks about SEO performance, keyword rankings, or organic search data.

Export Design work and produce developer handoff materials. Use when the user wants HTML, PNG, SVG, ZIP/code exports, implementation notes, or a coding handoff for a selected design.

Form lifecycle management: draft, published, closed. Use when publishing forms, understanding public URLs, configuring captcha, or managing form branding.

Resolve a name or partial address to a real email and enrich a thread with CRM/contact context (HubSpot, Apollo) before drafting or triaging. Use when the user names a person instead of an email, or a

Apply, inspect, or create slide design systems. Use before generating or restyling slides when colors, typography, spacing, imagery, or slide defaults need to be resolved.

End agent responses that include code changes with a Change summary table (Code / Tests / Config / Docs) and per-file line counts from git diff, and the commit message conventions for this app. Use af

Query BigQuery for analytics events, signups, pageviews, subscriptions, and user data. Use this skill when the user asks about metrics, funnels, user activity, or customer usage data.

Non-destructive video editing in Clips — the editsJson model, trim / split / cut / speed / blur, transcript-based editing, and ffmpeg.wasm export. Use when building the editor UI, adding a new edit op

How to create and structure forms. Use when creating a new form, adding fields, modifying form structure, or understanding field types and their JSON schema.

Query the BigQuery warehouse. Use for warehouse SQL, BigQuery tables, Amplitude-in-BigQuery events, or a metric the data dictionary says lives in BigQuery.

Query Grafana dashboards and Prometheus metrics for service health, LLM latency, and infrastructure monitoring. Use this skill when the user asks about service health, monitoring, alerts, or performan

Query HubSpot CRM for deals, contacts, companies, and sales metrics. Use this skill when the user asks about sales pipeline, deal status, or customer CRM data.

Writing an edition of the engineering newspaper — the scheduled digest of merged-PR recaps — and the schedule that publishes it. Use when a user asks for a daily/weekly digest, a "what shipped" roundu

Query HubSpot CRM for deals, companies, contacts, tickets, owners, and account/deal context. Use when the user asks for HubSpot data or connection status.

Enrich contacts and companies via Apollo.io for prospecting and sales intelligence. Use this skill when the user asks about contact details, company research, or finding decision-makers.

Create, edit, and send email drafts through compose-{id} application state, manage-draft, and send-email. Use when composing, replying, forwarding, attaching files, applying signatures/writing style,

Extract key learnings from the current chat thread and save them to docs/learnings.md. Use this skill when the user types "/learn" or asks to save learnings from the conversation.

Search sales call recordings, transcripts, and participants via Gong. Use this skill when the user asks about sales calls, customer conversations, or call transcripts.

Search and analyze Jira tickets, sprints, and project analytics. Use this skill when the user asks about tickets, bugs, sprint tracking, or engineering work.