Agents

Agents in collection

Format: Recipe · install + sample

Featured

Hand-picked top picks

Target runtime

Claude Code

Claude Code subagents

Recipe categories

Trading · content · ops · payroll · tax

Featured agent

digest-publisher — orchestrates the daily AI-Daily-Builder digest

Subagent that gathers ranked AI stories, writes paired EN + zh-TW MDX files, and opens a GitHub PR for operator review.

cp .claude/agents/digest-publisher.md ~/.claude/agents/

arxiv-scout — surfaces high-signal cs.AI papers every morning

Pulls overnight cs.AI / cs.LG submissions, ranks by builder-relevance (shipped code, reproducible results), and writes a 5-paper digest with practitioner notes.

cp .claude/agents/arxiv-scout.md ~/.claude/agents/

bench-runner — replays the benchmark suite when new models drop

Re-runs every benchmark JSON in /benchmarks/ against new model endpoints, captures latency/cost/output, opens a PR with diffs vs prior leader.

cp .claude/agents/bench-runner.md ~/.claude/agents/

Bernstein: a deterministic Python orchestrator that runs 44 CLI coding agents in parallel git worktrees with an HMAC-chained audit log

Bernstein is an Apache-2.0 Python scheduler that decomposes a goal, spawns CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more) into isolated git worktrees, verifies each diff against tests/lint/types, and merges only what passes -- all coordinated by plain Python, not

pipx install bernstein

Goose: the MCP-native, on-machine AI agent that talks to anything with a server

Goose is an Apache-2.0 general-purpose AI agent (CLI, desktop, API) that runs on your machine. New capabilities come from Model Context Protocol extensions, not a closed plugin store, and governance now sits with the Linux Foundation.

curl -fsSL https://github.com/aaif-goose/goose/releases/download/stable/download_cli.sh | bash

Hermes Agent: Nous Research's self-improving, memory-keeping daemon gets a native desktop app in the Surface Release

Hermes Agent is Nous Research's MIT-licensed, self-improving AI agent: it writes its own skills, keeps memory across sessions, and runs 24/7 on hardware you control. The June 6, 2026 Surface Release adds a native desktop app for macOS, Linux, and Windows.

curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash

link-fixer — sweeps published stories for dead links and stale dates

Crawls every story's sources weekly, flags 404s / 5xx / domain expirations, and proposes archive.org wayback URLs as replacements via PR.

cp .claude/agents/link-fixer.md ~/.claude/agents/

OpenHands — open-source autonomous AI software-development agent

Open-source agent (formerly OpenDevin) that writes code, runs shell commands, and browses the web inside a sandbox to resolve real GitHub issues end to end. pip install openhands-ai; v1.7.0 (May 2026).

pip install openhands-ai

OpenHands Software Agent SDK: the event-sourced, local-to-remote foundation underneath OpenHands V1

A clean, modular Python/REST SDK for building code agents — the engine behind OpenHands V1, the CLI, and OpenHands Cloud. Event-sourced state, local-first with sandbox-on-demand, MCP tools. v1.26.0 shipped June 5, 2026.

pip install -U openhands-sdk openhands-tools

Pi: the minimal, self-extending coding agent that writes its own tools

Pi is an open-source terminal coding agent built around a sub-1,000-token system prompt and four core tools (Read, Write, Edit, Bash). Instead of shipping built-ins, it writes its own TypeScript extensions on demand. MIT-licensed, v0.78.1 (June 4, 2026).

npm install -g --ignore-scripts @earendil-works/pi-coding-agent

trend-tracker — surfaces what story tags are gaining traction across the past 7/30 days

Aggregates tag frequency, source diversity, and pageview signal. Posts a Sunday recap to Slack with rising/falling beats so the operator knows what to lean into next week.

cp .claude/agents/trend-tracker.md ~/.claude/agents/