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Symphony, Codex, Skills, And Ops

Principle

Operations automation is allowed to decide and orchestrate, but not to own live runtime mutation logic. Mutation lives in ranctl.

Flow

Symphony, Codex, skills, and ops

Figure source: ../assets/infographics/architecture/06-ops-flow.infographic

Backend Switch And Rollback Flow

Backend switch and rollback flow

Figure source: ../assets/infographics/architecture/06-backend-switch-and-rollback.infographic

Responsibilities

  • Symphony: workflow coordination and approval orchestration.
  • Codex: reasoning, decision support, and change proposal generation.
  • Skill directories: procedural wrappers, prompts, and references for recurring operations.
  • ranctl: deterministic execution, audit trail, and contract validation.
  • ran_observability: telemetry and artifact capture endpoints.

Skill Design Rules

  • Every skill describes when it is safe to use.
  • Every mutating skill shells out to bin/ranctl instead of embedding ad hoc shell automation.
  • Every skill links to its inputs, outputs, and verification expectations.
  • Destructive operations require an approval step even if the skill is automated.
  • When a shell wrapper exists under ops/skills/*/scripts/run.sh, it must remain a thin pass-through to bin/ranctl.

Instruction Placement

  • AGENTS.md holds persistent repository rules that always apply.
  • task briefs can hold one-off or phase-specific work instructions outside the persistent repository rule set.
  • architecture documents hold the designed system shape.
  • ADRs hold durable decision records when a boundary or contract is chosen.

Why Not MCP

  • the repository brief explicitly excludes MCP
  • skill directories keep procedures versioned inside the repo
  • ranctl preserves a single audited control surface
  • local files are enough to coordinate deterministic operational workflows

Open Questions

  • how Symphony approval state should be serialized into ranctl
  • whether some skills should evolve into compiled CLI subcommands once stable

Design-first Open RAN architecture documentation.