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Connect your toolsAgent continuity

The next agent starts from what is decided.

Every session starts from zero, so you explain the same thing again. OrgX hands the next session what the team already decided for that task, in whichever tool it runs. Recovery in a different client is still beta.

Compare the same three days without OrgX and with it.

  1. Monday · Maya

    Claude Codenew session

    Task: adding date-fns.

    npm install date-fns

    npm warn: package-lock.json created next to pnpm-lock.yaml

    YouWe use pnpm here. npm writes a second lockfile and breaks CI.

  2. Tuesday · Priya

    Claude Codenew session

    Task: adding zod.

    npm install date-fns

    npm warn: package-lock.json created next to pnpm-lock.yaml

    YouWe use pnpm here. npm writes a second lockfile and breaks CI.

  3. Wednesday · Sam

    Claude Codenew session

    Task: adding turbo.

    npm install date-fns

    npm warn: package-lock.json created next to pnpm-lock.yaml

    YouWe use pnpm here. npm writes a second lockfile and breaks CI.

Without OrgX. Corrected three times. Checked by hand three times.

Claude Codenext task · ~/northstar/web

Starting: adding turbo.

OrgX · loaded 3 things already decided

  • Use pnpm in northstar/web; npm breaks the lockfileRule
  • Add a dependency in northstar/webSkill
  • Launch copy leads with the agency buyerDecision, by Priya

Criteria set before work started · 3

  • Uses pnpm, not npmFrom the team’s rule
  • Follows “Add a dependency in northstar/web”Skill from 4 runs that passed CI
  • Judged on 5 layersYour standard
  1. pnpm add the package
  2. Run pnpm build
  3. Commit pnpm-lock.yaml only

Receipt · 3 of 3 criteria met · ready to approve

Ran in
Claude Code
Steps
3, listed above
Uses pnpm, not npm
Passed on the commands this run used
Follows “Add a dependency in northstar/web”
3 of 3 steps done
Judged on 5 layers
Each layer above the bar

Also inOpenClawOpenCodeAny MCP client

  • Explained onceA correction confirmed once is in every later session.
  • Open questions stay openA pending decision is handed over as pending, never as settled.
  • Across toolsVerified end to end from Claude Code to OpenCode; other tool pairs are beta.

How it works

  1. A person corrects an agent once.
  2. Someone confirms it as a rule.
  3. Every later session starts with it.
Inspect a live handoff

Try it on one real piece of work.

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