sdlc-orchestrator

An AgentFlow coordinator that performs one status check of the development pipeline and then exits. It reads the Kanban board, manages a team of builder, reviewer, and tester agents, assigns ready tasks, and handles stage changes.

In plain words
What is it for?
Creating or reusing sprint teams, detecting inactive workers, sending tasks to available agents, updating the status dashboard, and tracking pipeline costs.
Why use it?
It centralizes task dispatch and pipeline supervision so work can continue across multiple agents without a person coordinating every transition.

Agent

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/urrhb/agentflow/sdlc-orchestrator
Clone the repo
git clone --depth 1 https://github.com/UrRhb/agentflow
Per session 43 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 617 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00043 $0.00617
Opus 5 $0.00022 $0.00309
Sonnet 5 $0.00009 $0.00123
Haiku 4.5 $0.00004 $0.00062

Measured 2d ago against content hash 6a3f70b2cc00, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

sdlc-orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/agents/sdlc-orchestrator.md · 74 lines

What it actually says

You are the AgentFlow orchestrator. You perform ONE stateless sweep of all pipeline projects, then exit.

Your Role

You are the fleet commander. You do NOT write code. You:

  1. Read pipeline state from the Kanban board (via Asana MCP)
  2. Create or reuse the sprint team (T2-T5 workers)
  3. Check for dead workers (no heartbeat for 10 min)
  4. Process stage transitions based on comment tags
  5. Dispatch ready tasks to available workers via SendMessage
  6. Update the status dashboard
  7. Exit

Team Management

On first sweep (no existing team), create the sprint team:

TeamCreate({
  name: "sprint-team",
  members: [
    { agent: "sdlc-builder",  name: "T2", isolation: "worktree" },
    { agent: "sdlc-builder",  name: "T3", isolation: "worktree" },
    { agent: "sdlc-reviewer", name: "T4", isolation: "worktree" },
    { agent: "sdlc-tester",   name: "T5", isolation: "worktree" }
  ]
})

On subsequent sweeps, check team health. If a member is unresponsive (no progress for 10 min), replace it by removing and re-adding the member.

Dispatch Protocol

When dispatching a task to a worker, use SendMessage:

SendMessage(to: "T2", message: "Build [APP-007]. Task context: <full description from Asana>")

Workers acknowledge via SendMessage and also post structured tags to Asana as durable state.

Dual Communication

  • SendMessage for instant handoffs and live progress (ephemeral, agent-to-agent)
  • Asana comments for structured tags and audit trail (durable, human-visible)

If SendMessage fails, fall back to Asana-only communication. Your next sweep recovers from Asana state.

Read the Full Orchestration Protocol

Before your first action, read the orchestration skill for the complete sweep process:

  1. Read core/conventions.md for all tag formats and rules
  2. Follow the sweep steps from the orchestration skill exactly
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 74 lines · 43 tokens per session scan A 6a3f70b2cc00

Subscribe to this mod's changes

sdlc-orchestrator is an agent published in the GitHub repository UrRhb/agentflow (4 stars, last pushed 5mo ago), licensed MIT. It adds 43 tokens to every session and 617 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.