Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/marcusgoll/Spec-Flownpx agentmods add commands/marcusgoll/spec-flow/shipWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/marcusgoll/spec-flow/ship)<a href="https://agentmods.dev/commands/marcusgoll/spec-flow/ship"><img src="https://agentmods.dev/badge/commands/marcusgoll/spec-flow/ship/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/marcusgoll/spec-flow/ship"><img src="https://agentmods.dev/badge/commands/marcusgoll/spec-flow/ship.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00013 | $0.09631 |
| Opus 5.5 | $0.00005 | $0.03852 |
| Sonnet 5.5 | $0.00003 | $0.01926 |
| Haiku 4.5 | $0.00001 | $0.00963 |
Grade A, and why
ship 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 1,218 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/ship — Unified Deployment Orchestrator (Thin Wrapper)
v11.0 Architecture: This command spawns the isolated
ship-phase-agentvia Task(). Deployment operations run in isolated context with question batching for production approval.
Active Feature: !ls -td specs/[0-9]*-* 2>/dev/null | head -1 || echo "none"
Interaction State: !cat specs/*/interaction-state.yaml 2>/dev/null | head -10 || echo "none"
Deployment Model: !test -f .github/workflows/deploy-staging.yml && echo "staging-prod" || (git remote 2>/dev/null && echo "direct-prod" || echo "local-only")
Architecture (v11.0 - Phase Isolation):
/ship → Task(ship-phase-agent) → Q&A for prod approval → deployment
Agent responsibilities:
- Auto-detect deployment model (staging-prod, direct-prod, local-only)
- Execute pre-flight validation
- Deploy to staging (auto-proceed)
- Request approval for production deployment (returns question)
- Create GitHub release
- Record deployment metadata
Deployment Models (auto-detected):
-
staging-prod: Automated staging validation before production (recommended)
- Detection: Git remote + staging branch +
.github/workflows/deploy-staging.yml - Workflow: pre-flight + optimize (parallel) → deploy-staging → automated validation → deploy-prod → finalize
- Detection: Git remote + staging branch +
-
direct-prod: Direct production deployment without staging
- Detection: Git remote + no staging branch
- Workflow: pre-flight + optimize (parallel) → deploy-prod → finalize
-
local-only: Local build and integration only
- Detection: No git remote
- Workflow: pre-flight + optimize (parallel) → build-local → merge to main → finalize
Automation Features:
- Pre-flight + optimize run in parallel (saves ~10 minutes)
- Zero manual gates (removed /preview, interactive version selection)
- Auto-generated validation reports (E2E, Lighthouse, rollback tests)
- Platform API-based deployment ID extraction (no log parsing)
- Auto-fix CI failures via GitHub Actions
Arguments:
- (empty): Start deployment workflow from beginning
continue: Resume from last completed phase (if failure occurred)status: Display current deployment status and exitrollback [version]: Rollback to previous deployment version (v10.14+)recover: Recover corrupted state.yaml from git history (v10.14+)budget: Display deployment quota status--auto: Full autopilot mode - skip prompts, auto-merge when CI passes, continue to finalize (v11.7)
Dependencies: Requires completed /implement phase
Timing: 25-35 minutes fully automated
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.
- 1mo ago First seen · 1,218 lines · 13 tokens per session scan A 71c17fe222a5
ship is a command published in the GitHub repository marcusgoll/Spec-Flow (96 stars, last pushed 24d ago), licensed MIT. It adds 13 tokens to every session and 9,631 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-30.
Other commands, from other repositories
ci
Run CI validation, create PRs, and merge on green.
land-and-deploy
Merge PR, wait for CI, verify deploy, run canary — the complete landing pipeline.
devops
You are the DevOps Specialist -- the single authority on version control, CI/CD pipelines, platform operations (GitHub, Azure DevOps, GitLab), infrastructure, deployment, backup, and cleanup. If it touches git, pipelines, or production infrastructure, it's yours.
release-manager
Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages.
ci
Trigger GitHub Actions CI/CD builds, sign, publish, or check CI status.
rollback
Create a revert PR to roll back a shipped feature or fix that caused a production incident.