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LEARNINGS

Orchestration patterns learned from experience. Review at startup and before heartbeat responses.

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agent-deck
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> /plugin marketplace add asheshgoplani/agent-deck
> /plugin install agent-deck@agent-deck

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LEARNINGS.md

Conductor Learnings

Orchestration patterns learned from experience. Review at startup and before heartbeat responses.

How to Use This File

  • **Log** a new entry when: you auto-respond and later learn it was wrong, you escalate and user says it was unnecessary, you discover a pattern in session behavior, or a recurring situation emerges.
  • **Promote** entries to POLICY.md when they recur 3+ times and prove reliable.
  • **Delete** entries that turn out to be wrong or no longer relevant.

Entry Format

[YYYYMMDD-NNN] Short description

  • **Type**: auto_response_ok | auto_response_wrong | escalation_unnecessary | escalation_correct | pattern | session_behavior
  • **Sessions**: which session(s) this involved
  • **Context**: what happened
  • **Lesson**: what to do differently (or keep doing)
  • **Recurrence**: N (increment when seen again)
  • **Status**: active | promoted | retired

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Repo: asheshgoplani/agent-deck

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Your AI agent command center Install . Quick Start . Features . Conductor . Docs . Discord . FAQ Agent Deck is mission control for your AI coding agents. Running Claude Code on ten projects, OpenCode on five more, another agent somewhere in the background?

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Questions about LEARNINGS.

Which coding agents can use LEARNINGS?
LEARNINGS installs in Claude Code and Cursor: each loads subagents from .claude/agents, so copy the file there. Flowy's auto-invocation runs in Claude Code only.