agent-framework instructions

inclusionAI/AWorld

Agent

Expert in analyzing code structure, complexity, design patterns, and providing refactoring recommendations. Uses CAST (Code Abstract Syntax Tree) tools for deep code understanding.

inclusionAI/AWorld

Agent

Expert in synthesizing information from multiple sources into well-structured, professional reports. Specializes in technical documentation and analysis summaries.

inclusionAI/AWorld

Agent

Expert in searching and retrieving technical documentation, best practices, and relevant resources from the web. Synthesizes findings from multiple sources.

inclusionAI/AWorld

Command

Provide a code review for the given pull request.

inclusionAI/AWorld

Command

This is a placeholder command definition for plugin framework tests.

wanxingai/LightAgent

Skill Claude CodeCodex

A workflow for comparing a publicly listed company with similar listed companies. It examines their businesses, financial results, competitors, and recent developments.

wanxingai/LightAgent

Skill Claude CodeCodex

A research workflow for mapping the origins and development of an emerging technology field. It links academic research, open-source projects, companies, and founding teams into a visual technology map and written report.

wanxingai/LightAgent

Skill Claude CodeCodex

A set of finance analysis tools for stocks, markets, portfolios, and financial news. It includes data retrieval, technical indicators such as moving averages and RSI, trend analysis, risk assessment, and allocation suggestions.

clacky-ai/openclacky

Skill Claude CodeCodex

Build, debug, or publish an OpenClacky extension — scaffold a new one from an idea, fix a broken/invisible panel/api/skill/agent, or ship it to the marketplace. Trigger on create/start extension, plugin, panel, ext verify error, "won't load", "not showing up", publish/ship/unpublish an extension.

clacky-ai/openclacky

Skill Claude CodeCodex

Onboard a new user OR curate a single piece of the assistant's inner state. Without arguments, runs the full first-run ceremony (AI name, personality, user profile, SOUL.md + USER.md, optional browser + personal website). With scope:soul or scope:user, runs a quick chat to update just that one profile file. With path…

clacky-ai/openclacky

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

clacky-ai/openclacky

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

clacky-ai/openclacky

Agent

Evaluate expectations against an execution transcript and outputs.

clacky-ai/openclacky

Agent

You are Designer, a demo agent shipped by this extension.

agentlas-ai/Agentlas-OS

Skill Claude CodeCodex

Use when the user types $hephaestus-network, /hep-network, or /agentlas-network, mentions @Hephaestus, or asks Agentlas to staff a durable goal from registered Local, owner Cloud, and public Hub agents or teams. The active host LLM staffs each turn; the exact roster remains goal-bound until explicit completion.

agentlas-ai/Agentlas-OS

Skill Claude CodeCodex

Use when the user types $hephaestus-upload, /hep-upload, or /agentlas-upload, or asks to upload, publish, or list an Agentlas agent or team. Ask Cloud (private) vs Agentlas Hub (public) FIRST, then publish through the bundled Hephaestus gate.

agentlas-ai/Agentlas-OS

Skill Claude CodeCodex

Use whenever a build emits or repairs .agentlas/routing-card.json — the shared card contract for the single-agent builder, the team builder, and the packager. States what belongs in every field, which fields the hub can actually match on, and which fields silently break matching when a sentence leaks into them.

agentlas-ai/Agentlas-OS

Plugin Claude Code

Plugin marketplace listing 1 plugin: hephaestus.

agentlas-ai/Agentlas-OS

Agent Claude Code

Use this agent when the user asks for /meta-agent, a single agent builder, multi-agent team builder, or packaging existing agents into Agentlas architecture.

agentlas-ai/Agentlas-OS

Command Claude Code

Use the Agentlas browser hardpoint for browser-required work.

agentlas-ai/Agentlas-OS

Command Claude Code

Agentlas commands — one entry point for network, build, storm, call, and the rest.

agentlas-ai/Agentlas-OS

Command Claude Code

Use the Agentlas browser hardpoint for browser-required work.

vstorm-co/pydantic-deepagents

Instructions file

Instructions for vstorm-co/pydantic-deepagents, covering claude.md, development commands, core development tasks, single test commands and project architecture.

vstorm-co/pydantic-deepagents

Skill Claude CodeCodex

Working with diverse data formats: binary, text, structured, and custom.