Context Engineering for Coding Agents
Contenu pratique pour les workflows IA en 2026 : Package the right files, constraints, architecture notes, and acceptance checks before asking a coding agent to edit a repo.
Skill permettant a Claude Code, Codex, Cursor ou un autre agent avec acces shell dinstaller et piloter un ecran e-ink M5Paper de bureau.
AI Desk Card is an open-source Agent Skill from op7418 that turns an M5Paper V1.1 4.7-inch e-ink panel into an ambient desk display. The key idea is not another fixed IoT dashboard: the agent decides which widget matters now, renders it through a local daemon, and pushes it to the physical screen.
ai-desk-card Skill for Claude Code, Codex, Cursor, Gemini CLI, Aider, or a custom shell-capable agent.~/.ai-desk-card/interests.yaml, register a loop or cron schedule, and adapt the screen based on work context.npx skills add https://github.com/op7418/ai-desk-card --skill ai-desk-card or clone the repository into the local skills folder.Does the agent really install and flash the device? The official README describes an agent-led flow: probe state, install missing tooling when approved, compile firmware, flash fonts, start the daemon, ask for Wi-Fi, and push the first widget.
Is it cloud-based? The project is designed around a local daemon on 127.0.0.1:9877 and LAN device communication. Verify your own integrations because calendar, weather, GitHub, Feishu, or other data sources may involve their own network calls.
What makes it different from a fixed dashboard? Traditional dashboards ask users to configure widgets. AI Desk Card treats the visible screen as a scheduling decision: the agent can decide what matters based on memory, calendar, repo status, and current work mode.
Contenu pratique pour les workflows IA en 2026 : Package the right files, constraints, architecture notes, and acceptance checks before asking a coding agent to edit a repo.
Contenu pratique pour les workflows IA en 2026 : Manage prompts like production code with versions, eval sets, release notes, and rollback criteria.
Contenu pratique pour les workflows IA en 2026 : Design agent workflows that use MCP tools safely, with permissions, secrets, audit logs, and human approvals.
Contenu pratique pour les workflows IA en 2026 : Write reusable agent skills with clear triggers, workflows, assets, quality gates, and safe boundaries.