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.
git clone --depth 1 https://github.com/WdBlink/autoresearch-paperWrote 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/wdblink/autoresearch-paper/ship)<a href="https://agentmods.dev/commands/wdblink/autoresearch-paper/ship"><img src="https://agentmods.dev/badge/commands/wdblink/autoresearch-paper/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/wdblink/autoresearch-paper/ship"><img src="https://agentmods.dev/badge/commands/wdblink/autoresearch-paper/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 | $0.00020 | $0.01000 |
| Opus 5.5 | $0.00008 | $0.00400 |
| Sonnet 5.5 | $0.00004 | $0.00200 |
| Haiku 4.5 | $0.00002 | $0.00100 |
Grade A, and why
autoresearch: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 3d 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.
This is a copy
97% identical to autoresearch:ship — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
EXECUTE IMMEDIATELY.
Parse Arguments
Extract from $ARGUMENTS:
Target:or--target— what to ship (path, PR, artifact, deployment)--type <type>— override auto-detection: code-pr, code-release, deployment, content, docs, package, config--dry-run— validate everything but don't ship--auto— auto-approve if no errors found--force— skip non-critical items (blockers still enforced)--rollback— undo last ship action--monitor N— post-ship monitoring for N minutes--checklist-only— only generate checklist, don't execute--chain,--<subcommand>
Remaining text = description of what to ship.
Setup (if Target or Type unclear)
- Auto-detect ship type from context:
- Has uncommitted changes or PR → code-pr
- Has version bump / changelog → code-release
- Has Dockerfile / deploy config → deployment
- Has markdown / content files → content
- Has package.json version change → package
- If still unclear → AskUserQuestion (single batch): Q1 (What): "What are you shipping?" — code PR, release, deployment, content, docs, package Q2 (Target): "Specific target?" — current branch, specific PR, specific path Q3 (Mode): "How to ship?" — full workflow, dry-run only, checklist only If all clear → skip.
Phase 1: Identify
- Determine ship type (auto-detected or --type override)
- Identify target artifact(s)
- Map to domain-specific checklist
Phase 2: Inventory
Gather everything that will be shipped:
- Files changed (git diff)
- Dependencies affected
- Config changes
- Migration files
- Breaking changes
Phase 3: Checklist
Generate domain-specific checklist:
Code PR: tests pass, types check, lint clean, no secrets, PR description, reviewers assigned Release: version bumped, changelog updated, migration tested, rollback plan Deployment: env vars set, health checks configured, rollback ready, monitoring active Content: links valid, images optimized, SEO metadata, spell check Package: version bumped, README updated, breaking changes documented, CI green
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.
- 3d ago First seen · 122 lines · 20 tokens per session scan A a46435669987
autoresearch:ship is a command published in the GitHub repository WdBlink/autoresearch-paper (2 stars, last pushed 4d ago), licensed MIT. It adds 20 tokens to every session and 1,000 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 97% identical to autoresearch:ship, differing in 0 lines, and is treated as a copy.
autoresearch:ship compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| autoresearch:shipWdBlink/autoresearch-paper | Command | 2 | 4d ago | MIT | A | 20 | Claude Code |
| frankx-ai-deployfrankxai/agentic-creator-os | Command | 12 | 2d ago | Apache-2.0 | A | 14 | Claude Code |
| spec-releaseHabib0x0/spec-driven-plugin | Command | 10 | 10d ago | MIT | A | 13 | Claude Code |
| publishreggiechan74/cc-plugins | Command | 7 | 11d ago | MIT | A | 10 | Claude Code |
| yecl-deploymentyecllsl/trae-agent-skills | Command | 2 | 6d ago | MIT | A | 0 | Claude Code |
| shipEmbassy-of-the-Free-Mind/sourcelibrary-v2 | Command | 28 | today | AGPL-3.0 | A | 0 | Claude Code |
| release-swarmruvnet/ruv-FANN | Command | 390 | today | MIT | A | 0 | Claude Code |