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2024—present

Toolshed

An agent capability and operations layer — a library of reusable skills, plus executable services, MCP integrations, scheduled workflows, approvals, monitoring, and recoverable deployment.

Overview

Toolshed is the capability and operating layer I built around the agent runtimes I use. It packages a library of reusable skills in a portable format that works across agent runtimes, together with executable services, MCP integrations, scheduled workflows, shared state, approval boundaries, monitoring, and multi-host deployment. None of it was planned. I built each skill for work I was already doing, kept the ones that stayed useful, and they formed these buckets naturally as the pile grew: prediction, commerce, infrastructure, content, voice.

Constraint

An agent demo can call a tool once. An operating capability platform has to make hundreds of heterogeneous workflows discoverable, repeatable, permission-aware, observable, and recoverable across machines without letting automation outrun ownership or safety boundaries.

Contribution

Built a portable skills and services layer spanning research, commerce, prediction, browser automation, voice, infrastructure, and content. MCP tools, scheduled execution, shared state, approval gates, alert routing, and deployment workflows run across Mac and NVIDIA Jetson hosts. Health checks, circuit breakers, canaries, drift tripwires, reconciliation, audit trails, and rollback controls keep operations bounded.

Architecture

Input

Conversation topicread_when keyword match

System

Skill resolution · shared registrySKILL.md · references · assetsShared state · approval gates

Outcome

Capability loaded in contextScheduled + event-driven runsAudited, recoverable actions

Capabilities

Prediction markets & quant researchMarket scanners, ML scoring, backtesting, and run orchestration
E-commerce operationsStorefront, print-on-demand, marketplace, and ad-account workflows
Infrastructure & fleet opsFleet coordination, alert routing, incident response, and cost tracking
Content & social publishingScheduling, publishing, and analytics across social platforms
Product & discoveryProduct build tooling, asset generation, and skill discovery
Agent frameworks & meta-toolingSkill authoring, coding agents, prompt engineering, and research agents
Data & research APIsMarket data, news, sports, and search API adapters
Voice & agent personalityVoice personality, mood, triggers, and reactions
Browser automation & securityHeadless browser control and prompt-injection defence

Stack

PythonTypeScriptMCPAgent runtimesRedisMac · NVIDIA Jetson

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