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.
npx agentmods add commands/loiane/specs-driven-development-spring-angular/shipgit clone --depth 1 https://github.com/loiane/specs-driven-development-spring-angularWhat 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 | $0.00018 | $0.01027 |
| Opus 5 | $0.00009 | $0.00513 |
| Sonnet 5 | $0.00004 | $0.00205 |
| Haiku 4.5 | $0.00002 | $0.00103 |
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 yesterday.
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 — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/ship
Phase: 8 — ship (post-commit, pre-deploy hygiene)
Owning agent: .claude/agents/spring-code-reviewer.md (reused; no new persona)
Skills used: shipping-and-launch, spring-security-baseline, flyway-or-liquibase-detection
Purpose
After /review approves the diff and the user commits, produce a structured ship plan that verifies pre-deploy gates, captures rollback + observability + flag posture, plans the staged rollout, and drafts release notes. The agent never deploys — it prints the deploy command for the user to run.
Inputs
<feature-id>(optional). Defaults to the most recent feature with an08-code-review.mdverdict ofApproveorApprove with waivers.- Optional
--base <ref>(defaults toorigin/main) for diff and release-note generation.
Reads
.specs/<feature-id>/01-spec.md—## Goal, AC list, any openQ-NNN..specs/<feature-id>/03-design.md— migration plan, security posture, any openQ-NNN..specs/<feature-id>/04-tasks.md—files_in_scopefor diff-scope check..specs/<feature-id>/07-validation-report.md— verdict must bePASS..specs/<feature-id>/08-code-review.md— verdict must beApproveorApprove with waivers..specs/_baseline.json— for regression check.git diff <base>...HEADandgit log <base>..HEAD— for migration classification, new-endpoint detection, release-note drafting..claude/skills/shipping-and-launch/SKILL.md(authoritative behavior)..claude/templates/ship-plan.template.md.
Writes
.specs/<feature-id>/09-ship-plan.md.
Process
- Resolve feature. If no
<feature-id>, pick the most recent feature with08-code-review.mdverdictApprove*. Refuse if none. - Verify pre-ship gates (per
shipping-and-launchskill): validationPASS, reviewApprove*, zero unresolvedQ-NNN, no baseline regression, every changed file is in some task'sfiles_in_scope. Halt at the first FAIL with the specific recovery command. - Classify migrations. Walk
src/main/resources/db/migration/**(Flyway) or the changelog (Liquibase) hunks in the diff. Tag each script: forward-only safe / expand / contract / breaking. Halt onbreakingwithout an ADR. - Inventory new surface. New REST endpoints, message handlers, scheduled tasks, external HTTP clients. For each, verify a
MeterRegistryregistration exists in the diff. Halt on missing metric. - Render the ship plan. Fill
.claude/templates/ship-plan.template.md— every section non-empty (n/aallowed only with a one-line reason). - Surface human-required inputs as
Q-NNN. Flag owner, alert thresholds, rollout cohorts. Halt until the user answers; do not invent. - Draft release notes. Two sections: external (plain English, ≤ 3 bullets, edited by the user before publishing) and internal (diff summary, AC list, ADR links, migration class, flag name, dashboard).
- Print deploy command. Suggest the team's release-pipeline trigger or
kubectl rollout/mvn deployline. The agent never executes it.
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.
- yesterday First seen · 54 lines · 18 tokens per session scan A 6952be998146
ship is a command published in the GitHub repository loiane/specs-driven-development-spring-angular (57 stars, last pushed 2mo ago), licensed MIT. It adds 18 tokens to every session and 1,027 once invoked, about $0.0001 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 2026-08-30.
Other commands, from other repositories
devkit.refactor
Provides guided code refactoring capability with deep codebase understanding, compatibility options, and comprehensive verification. Use when restructuring or improving existing code.
spec-kitty.analyze
Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cursor, Gemini, Codex. Kanban dashboard, git worktrees, auto-merge and more.
devkit.verify-skill
Validates a skill against DevKit standards (requirements, template, dependencies). Use when you need to verify a skill before publishing or after modifications.
devkit.prompt-optimize
Provides expert prompt optimization using advanced techniques (CoT, few-shot, constitutional AI) for LLM performance enhancement. Use when you need to improve prompt quality or optimize LLM interactions.
sdd-plan
Turn a spec into a persisted baby-step plan file — research, resume, impact analysis.
sdd-architecture-update
Detect architecture drift and sync the snapshot + Memory Bank (with confirmation).