Turn a screen recording into a crewAI task/skill

Reusable crewAI skills from a demonstration

crewAI shines when each agent has well-defined, repeatable tasks. Recording the task and extracting a SKILL.md gives every agent in the crew a consistent, replayable spec.

Steps

1. Record the workflow at skillforge.expert/app
2. SkillForge extracts the actions
3. Attach the SKILL.md to the relevant crewAI agent

A worked example

Imagine a crew with a "researcher" agent and a "reporter" agent. The researcher needs to gather figures from an internal dashboard every morning. Rather than hand-coding that task:

1. Record the dashboard-gathering workflow once at skillforge.expert/app.
2. SkillForge extracts a SKILL.md with the steps and inputs.
3. Attach it to the researcher agent as its task spec; the reporter agent consumes the output — the crew runs the same reliable steps daily.

Portable by design

One SKILL.md runs across crewAI, autogen, browser-use, and Claude Skills — no rewrite when you switch frameworks.

Related guides

Compatible with autogen, langchain, browser-use, Claude Skills, and Gemini. See also what SKILL.md is and agent skills explained.

FAQ

How do I add a custom task to crewAI without code?
Record the task with SkillForge; it outputs a SKILL.md describing the steps that your crewAI agent can follow.

Can multiple agents share one SKILL.md?
Yes — a SKILL.md is a plain file you can reuse across every agent in the crew.

Does it work with crewAI Flows and Crews?
Yes — the SKILL.md is a plain step spec you can reference from either, since it just describes the workflow the agent should follow.