product demo

The v1 loop is one agent teaching the next.

Cognition is not another dashboard people have to remember. It sits inside the coding agent, catches useful work as it happens, and turns approved patterns into group memory.

Try the install flow See agent setup

confirm-first capture

user

save this as a skill for the team

agent

I drafted Vedant's Windows locked worktree cleanup pattern. Want me to save it to org_cognition?

user

yes

clo

Skill saved to this Cognition group. Future agents can load it when cleanup hits locked native modules.

what actually happens

01 / Session start

The agent asks CLO first

cognition_assist checks the group brain for matching skills, teammate guidance, stale decisions, and due concepts.

02 / During work

Real behavior becomes evidence

Files touched, tools run, stuck points, decisions, and reflections become signals. The person stays in control.

03 / Wrap-up

CLO drafts a skill

The agent writes a compact SKILL.md with when to fire, steps, and why it worked. Nothing is saved without yes.

04 / Next teammate

The group learns like a mentor network

Another agent can pull that approved skill by topic, author, or presence hint and teach it in the right voice.

product demo

The v1 loop is one agent teaching the next.

Cognition is not another dashboard people have to remember. It sits inside the coding agent, catches useful work as it happens, and turns approved patterns into group memory.

Try the install flow See agent setup

confirm-first capture

user

save this as a skill for the team

agent

I drafted Vedant's Windows locked worktree cleanup pattern. Want me to save it to org_cognition?

user

yes

clo

Skill saved to this Cognition group. Future agents can load it when cleanup hits locked native modules.

what actually happens

01 / Session start

The agent asks CLO first

cognition_assist checks the group brain for matching skills, teammate guidance, stale decisions, and due concepts.

02 / During work

Real behavior becomes evidence

Files touched, tools run, stuck points, decisions, and reflections become signals. The person stays in control.

03 / Wrap-up

CLO drafts a skill

The agent writes a compact SKILL.md with when to fire, steps, and why it worked. Nothing is saved without yes.

04 / Next teammate

The group learns like a mentor network

Another agent can pull that approved skill by topic, author, or presence hint and teach it in the right voice.