Skill rating

CRM-lite for managing GEO agency prospects and clients.

Run local LLM workloads with Ollama, Open WebUI, and GPU-aware tuning for private development environments.

Web2 recon pipeline

Full website GEO+SEO audit with parallel subagent delegation.

Implement Datadog monitoring and APM for infrastructure and applications.

Diagnose slow weather-data workflows by measuring discovery, transfer, parsing, scientific processing, and rendering separately before changing code.

Manage ownership, retention, and cleanup of downloaded weather data across one-shot jobs, interactive viewers, caches, failures, and cancellation.

Retrieve NOAA NEXRAD and GOES products from public cloud archives using verified site, product, channel, sector, and scan-time selection.

Record and verify provenance manifests for weather-data inputs and derived artifacts, including object identity, selections, software versions, transformations, and hashes.

Resolve the newest complete numerical weather prediction cycle and forecast objects across provider mirrors without downloading full payloads.

Statically audit MCP configs for mutable npm/npx package references before approval or CI, without executing discovered MCP servers.

Build E2E tests with TestDriver.ai, the AI code reviewer that runs every pull request in a real desktop sandbox, finds bugs, and builds regression tests

Discover and access NEXRAD data for a selected radar site, time, product, or Level II moment using completed archive volumes, real-time chunks, or supported Level III sources with metadata validation.

Launch the project's Electron app on a scratch profile and drive it: click, type, screenshot, run renderer or main-process code, read logs. Use to verify UI changes end to end.

Checks what a shipped AI product's system prompt and tool schema actually say, by reading a dated archive of captured prompts instead of recalling them. Use before asserting or accepting any claim abo

Search Google, Bing, Google News and Google Scholar, and read public pages, with the Serply MCP server. Use when the user chooses Serply or its connected tools for current information and source verif

Audit named agent instructions, tool definitions, and supported Python prompts with local LintLang checks; return finding codes and locations without changing files.

Use when managing Busabase workspace records, knowledge, apps, or skills through permission-aware ChangeRequests with auditable history.

Run a local process inside a live Kubernetes cluster's network, env and traffic with mirrord, so changes are tested against real services without deploying.

Framework for deep research reports: define the question and tier sources first, cross-verify, then write conclusion-first reports with explicit uncertainty statements. Use when the user asks for a re

Proofreads English technical writing for typos, grammar, punctuation, terminology consistency, jargon, and structure; returns an itemized Original → Suggestion → Reason list without rewriting the docu

Five-axis code review checklist (correctness, security, readability, performance, test coverage) producing actionable comments instead of style nitpicks. Use when the user asks to review code, a diff,

Generates conventional-commit messages from staged changes: type prefix + English imperative subject (≤50 chars) + optional body explaining why. Use when the user asks to write, generate, or polish a

Multi-signature signer and threshold coordination register: weight configurations, master key locks, and cosigner quorum thresholds for Stellar.

Foundry and Soroban formal invariant verification register: state transition rules, boundary invariant properties, and symbolic execution checks.

On-chain and relayer rate-limiting circuit breaker register: throughput thresholds, emergency pause triggers, and multi-sig recovery.

Soroban WASM upgrade governance register: executable bytecode hash, timelocked migration delays, and multi-sig authorization quorum.

Regulated Stellar asset clawback architecture register: issuer authorization flags, claimable balance revocations, and regulatory audit trail.

Autonomous AI agent benchmark evaluation register: task completion rates, planning accuracy, tool invocation precision, and cost benchmarks.

DeFi price oracle integration and safety audit register: heartbeat bounds, stale price threshold reversion, and TWAP medianizer validation.

Zero-knowledge cryptographic verification pipeline register: proving system, circuit verification keys, public inputs, and gas costs.

Use when reviewing AI-generated code before merge or execution: plan AST/security checks, isolated behavior tests and evidence, with language-specific coverage limits.

Multi-vault automated yield strategy allocation register: APY benchmarks, impermanent loss risk tiers, and rebalancing triggers.

Soroban ledger state rent and TTL extension register: live state tracking, bump thresholds, rent fee reserves, and archive boundaries.

Gasless transaction relayer node pool register: fee sponsorship limits, nonce synchronization, and balance replenishment alerts.

Use when comparing prompt changes against a fixed evaluation set: record actual model settings, required checks, missing results, judge limitations and case-level regression evidence.

Stellar anchor protocol compliance register: SEP-10 web authentication, SEP-24 interactive deposit and withdrawal, and KYC lifecycle.

Cross-chain relayer bridge audit register: message hash verifications, replay protection nonces, validator quorum, and withdrawal proofs.

Decentralized conditional escrow and timelock contract register: multi-signature release conditions, clawback expiry, and settlement triggers.

Soroban smart contract security audit register: authorization checks, panic pathways, integer overflows, and storage footprint verification for Stellar.

Automated market maker liquidity pool register: constant-product invariant curves, swap fee tiers, and LP token shares for Soroban DeFi.

Use when designing or reviewing an AI agent tool registry or MCP router: document parameter schemas, caller authorization, execution limits, replay-safe retries and verification evidence.

Soroban SEP-41 token contract architecture register: admin control, supply caps, metadata standard, and transfer event emissions on Stellar.

Read Etsy shop sales counters, deltas, and breakout flags from Apify Actor publicrecords/etsy-shop-velocity (MCP panel snapshot). Needs an Apify token; Actor run is billed.

Fetch live Etsy search listing rows for a keyword, market phrase, or category via Apify Actor publicrecords/etsy-search-scraper (MCP). Needs an Apify token; Actor run is billed.

Deploy a Dockerfile, source folder, or existing image to Cloudish as a running container at a live URL, built server-side with no local Docker, with confirmation before spending credits.

Measure line, branch and MC/DC coverage of a project's existing tests with the supercov CLI, then write small, focused tests for the code no test reaches.

Use when context approaches capacity, before /clear or /compact, when switching tasks, or when ending a coding session: produces a structured handoff artifact for the next session.

Vet and price ad posts in Telegram channels: reach benchmarks by size, topic and language, ad-network and channel-age checks, CPM and deletion-window math.

Find animation and video references on 1human, consult a human-agent shared library, and contribute public creations only with prior owner permission.