Skill rating

Run Bumblebee supply-chain inventory and exposure scans on macOS/Linux to detect compromised packages, extensions, and MCP host configs.

Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and crea

Execute plans via delegate_task subagents (2-stage review).

Modify or debug s6 services in the Hermes Docker image.

Pre-commit review: security scan, quality gates, auto-fix.

Inspect codebases w/ pygount: LOC, languages, ratios.

Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).

Iterative Python via live Jupyter kernel (hamelnb).

Manual OAuth for remote MCP servers on headless gateways.

Configure and troubleshoot Honcho memory for Hermes.

Embed an in-page natural-language GUI copilot in web apps.

Teams meeting summaries, job replay, Graph subscriptions.

Manage Docker containers, images, volumes, and Compose.

Set up Actual Computer (actual.inc) inference in Hermes.

Fully sharded data-parallel training for large models.

Control Philips Hue lights, scenes, rooms via OpenHue CLI.

Structured LLM outputs validated with Pydantic.

Manage Apple Notes via memo CLI: create, search, edit.

Box manages cloud files, sharing, search, and metadata.

Send and receive iMessages/SMS via the imsg CLI on macOS.

AI language tutor for learning ANY language through conversation, vocab drills, grammar lessons, flashcards, and immersive practice. Use when the user wants to: learn a new language, practice vocabula

Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.

Use when an agent workflow needs deterministic recovery evidence for sandbox, MCP/tool, worker, checkpoint, memory, or orchestration failures.

Override Markstream node renderers and add trusted custom tags across Vue, React, Svelte, and Angular using scoped or renderer-local mappings.

Use when an owner explicitly asks for a cofounder or project partner, or explicitly says they need a complementary builder, operator, go-to-market partner, or scaling capability. Assess and publish on

Research public competitor ads, analyze creative patterns and landing pages, and produce an evidence-labeled strategic teardown.

Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.

Govern evidence-backed canonical project state across sessions, branches, reviews, and research cycles without inventing product intent.

Send Telegram messages, files, and alerts via bot API; ask questions with inline buttons and wait for the answer. Supports multiple bots, named chat targets, and CI/cron/hook notifications.

Extract structured, grounded fields from documents — values cite their page, missing values abstain instead of hallucinating. Use for parsing invoices, payslips, statements, contracts.

Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.

Find open AU/NZ government tenders matching what a company does, ranked by fit with why and gap analysis. Use when the user asks to find tenders, bid opportunities, government contracts, or RFPs for t

Analyze cross-channel campaign data, quantify uncertainty, and propose evidence-labeled budget tests without overstating causality.

Audit and migrate an existing Markdown renderer to Markstream while preserving custom renderers, security policy, streaming behavior, and explicit parity gaps.

Audit an Agent Skill, MCP server, connector, or desktop extension before installation by tracing code, dependencies, permissions, credentials, data flow, and irreversible actions.

Reconstruct workflow behind a past coding-agent artifact using local ax sessions/commits/skills/tool traces. Use when asked how X was built.

Run an AFP 100-point or AUSTRAC safe-harbour identity check over a set of documents, and report exactly what's missing. Use when the user asks to check identity documents, verify someone's ID for onbo

Use when CrossFrame Suite routes explicit Chinese casebook work: turning materials into reusable cases, anonymized entries, mechanisms, and retrieval indexes.

Use when CrossFrame Suite routes explicit Chinese reader replies, editor responses, consultation-style short answers, or boundary-aware structural advice.

Use when CrossFrame Suite routes explicit Chinese notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.

Integrate the alpha markstream-angular renderer into Angular 20+ applications with standalone components, signals, safe HTML defaults, and optional peer features.

Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, Next.js, and Vue 2 applications.

Create editable, production-ready PPTX decks with narrative planning, explicit layout specs, asset guidance, and quality checks.

Generate Atlas Cloud images and videos through its asynchronous media API with schema-first model selection and credential-safe polling.

Use when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design, or withdrawal condition checks.

Use when CrossFrame Suite routes explicit Chinese analysis of public issues, platform governance, policy, institutional responsibility, appeals, or compliance evidence.

Fix small email mistakes without touching the writer's voice, and strip tracking parameters from links on request. Always returns the corrected draft plus a change list.

Use when reviewing animation and motion code against a strict craft, performance, accessibility, and interaction-quality bar.

Set up and verify Talivia revenue analytics through MCP, with explicit confirmation for website changes and payment attribution.

Add rate limiting to API routes, middleware, and edge functions with @upstash/ratelimit: sliding window, fixed window, and token bucket backed by Upstash Redis.