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~/catalog/backend//prime-backend
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Orientation backend

/prime-backend

Load the core and server context before modifying the backend.

coleam00coleam00
13.8k
March 16, 2026
MIT License
// skill content

--- description: Prime agent with Archon backend (core + server) context --- # Prime Backend: Core and Server Orientation ## Objective Orient on the backend packages (packages/core/ and packages/server/) before working on server logic, orchestration, AI clients, slash commands, or API routes. ## Process ### 1. Understand the Core Package Structure !ls packages/core/src/ ### 2. Understand Message Flow (Orchestrator) Read packages/core/src/orchestrator/orchestrator-agent.ts : the single entry point for all platform messages. Maps messages to slash commands (via command-handler) or AI execution. Note the lazy logger pattern and MAX_BATCH constants. Read packages/core/src/orchestrator/orchestrator.ts first 60 lines : validateAndResolveIsolation and dispatchBackgroundWorkflow utilities called by orchestrator-agent. Read packages/core/src/orchestrator/prompt-builder.ts first 40 lines : how system prompts are assembled with codebase context. ### 3. Understand Slash Command Routing Read packages/core/src/handlers/command-handler.ts first 80 lines : deterministic command dispatch (no AI). Note the full list of supported slash commands. ### 4. Understand Session State Machine Read packages/core/src/state/session-transitions.ts in full : TransitionTrigger union type, TRIGGER_BEHAVIOR record (creates / deactivates / none), and session lifecycle rules. ### 5. Understand AI Client Patterns List clients: !ls packages/core/src/clients/ Read packages/core/src/clients/factory.ts for provider selection logic. Read packages/core/src/clients/claude.ts first 50 lines : IAssistantClient implementation with streaming event loop pattern. ### 6. Understand Database Layer List DB modules: !ls packages/core/src/db/ Read packages/core/src/types/index.ts (or the main types file) first 60 lines for key interfaces: IPlatformAdapter, IAssistantClient, Conversation, Session. ### 7. Understand the Server Read packages/server/src/index.ts first 80 lines : adapter wiring, port allocation logic (worktree auto-port in 3190:4089 range), Hono app setup. List API routes: !ls packages/server/src/routes/ Read packages/server/src/routes/api.ts first 60 lines for REST endpoint structure. ### 8. Check Recent Backend Activity !git log -8 --oneline -- packages/core/ packages/server/ ## Output Summarize (under 250 words): ### Message Flow - Platform → handleMessage() → orchestrator-agent → command handler OR AI client - How ConversationLockManager gates concurrency - Lock statuses: started / queued-conversation / queued-capacity ### Session Lifecycle - TransitionTrigger values and their behaviors - Only plan-to-execute immediately creates a new session; others deactivate first ### AI Clients - ClaudeClient (claude-agent-sdk) and CodexClient (codex-sdk) - IAssistantClient streaming pattern: for await (const event of events) ### Key Database Tables - conversations, sessions, codebases, isolationenvironments, workflowruns, workflow_events, messages ### Server - Port allocation: 3090 default, auto-allocated worktree ports - Adapters wired: Telegram, GitHub, Discord, Slack, Web (SSE) ### Recent Changes - Last few backend commits

// original public source
coleam00/context-engineering-intro
/use-cases/ai-coding-wisc-framework/.claude/commands/prime-backend.md
License: MIT License
Independent project, not affiliated with Anthropic. This skill remains the property of its original author.
// install this skill
Paste this command in your terminal at the root of your project:
mkdir -p .claude/commands && curl -o ".claude/commands/prime-backend.md" "https://raw.githubusercontent.com/coleam00/context-engineering-intro/main/use-cases/ai-coding-wisc-framework/.claude/commands/prime-backend.md"
Then in Claude Code, type /prime-backend to activate it.
open_in_newOpen original source
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// information
Creatorcoleam00
Stars 13.8k
CategoryBackend
LicenseMIT License
UpdatedMarch 16, 2026
Format.md
AccessFree
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