ship

ship is a Multi-stage workflow orchestration skill for AI agents, published by AgentSystemLabs in the core repository on GitHub. Skillspace rates ship C (71/100) and it passed the safety scan; the rating is based on static analysis only.

Autopilot orchestrator for engineering work. Classifies the user's request as CREATE / EVOLVE / POLISH / REMOVE / FIX / AUDIT, infers a depth mode (fast / balanced / production) from risk + complexity signals, announces the pipeline, then routes to the matching core skill (add-feature / modify-feature / polish-ui / remove-feature / fix-bug / audit) with mode= and any include= / skip= overrides. STOPS at code-ready — never commits, pushes, or opens PRs. Use when the user describes a goal and wants the system to pick the right workflow and depth on its own. Trigger phrases — "ship", "/ship", "ship this", "just build this", "make this happen", "figure it out for me", "autopilot this", "engineer this end-to-end", "production-ready this". Skip for — when a specific workflow is already named (call /add-feature, /modify-feature, /polish-ui, /fix-bug, /remove-feature directly), pure git operations (/commit, /commit-and-push, /open-pr), planning-only requests, or single-line cosmetic tweaks…

Grade
C
Quality
71 / 100
Safety
Passed
GitHub stars
113

Unproven: rated by static analysis only, not yet compared head-to-head.

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it looks like a template or a stub that was never filled in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubAgentSystemLabs/core

Our review

Architecture
94 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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