Borrowing it
Nothing to install: this file belongs to jayminwest/warren. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jayminwest/warren/main/.agents/skills/warren-dogfood-pipeline/SKILL.mdgit clone --depth 1 https://github.com/jayminwest/warrenWrote 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/skills/jayminwest/warren/warren-dogfood-pipeline)<a href="https://agentmods.dev/skills/jayminwest/warren/warren-dogfood-pipeline"><img src="https://agentmods.dev/badge/skills/jayminwest/warren/warren-dogfood-pipeline/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/skills/jayminwest/warren/warren-dogfood-pipeline"><img src="https://agentmods.dev/badge/skills/jayminwest/warren/warren-dogfood-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00116 | $0.03026 |
| Opus 5.5 | $0.00046 | $0.01210 |
| Sonnet 5.5 | $0.00023 | $0.00605 |
| Haiku 4.5 | $0.00012 | $0.00303 |
Grade A, and why
warren-dogfood-pipeline scanned grade A with 1 finding 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 2mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
(re-launch on expiry). Pipe curl straight into the JSON parser — never How it starts
The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Protocol: Warren Dogfood Dispatch Pipeline
You run a themed slice of the seeds backlog end-to-end through the live warren instance: audit → ordered dispatch list → sequential runs → PR shepherding → tracker closure. Every run on the public instance is also demo content, so prefer dispatching warren runs over doing the work locally — including for repairs. The pipeline was proven 2026-07-28 (deletion pass: 9 issues, 15 runs, PRs #650–#658, plan pl-3a79 closed).
0. Inputs (ask if not given)
- Focus theme + priority band — e.g. "P0/P1 deletion-focused", "security leaks", "docs drift". This drives the audit lens.
- Agent + model/provider — ALWAYS stop and ask the operator
(AskUserQuestion) which model + provider to use for all tasks in the
session, even when every other input was given. Recommended default:
provider
openrouter, modelmoonshotai/kimi-k3, on thepiharness (the only harness that can reach OpenRouter; it is also the projectdefaultRole). Offer the anthropic tiers (src/registry/builtins/model-tiers.ts) as alternatives — for hard or large refactors useclaude-opus-5(Opus 5; pass it as an explicitmodelOverride— do NOT rely on the opus tier's default, which still pins the older claude-opus-4-8). Dispatch with explicitproviderOverride+modelOverridematching the answer. - Dispatch mode — sequential one-at-a-time (default, what the operator chose last time) vs parallel. Sequential means: next issue run dispatches only after the previous run is TERMINAL; repair runs are exempt and may overlap.
- Blocked issues — skip them, or dispatch their blockers first (last time: blockers first).
Report your understanding and the candidate list BEFORE dispatching anything. Dispatching costs real money and opens real PRs.
1. Phase 1 — Audit & prioritize (subagent)
Spawn a subagent that invokes the seeds-issue-audit skill, with an
extra deliverable bolted on: a DELETION-DISPATCH-LIST-style section
for the focus theme — every still-open, in-theme issue with LIVE
blocker resolution (a closed blocker doesn't count; re-check each edge)
and a serial dispatch order, blockers first, sequenced so each run can
build on the previous merge. Require the exact line format
<order>. <id> — <title> — <UNBLOCKED | blocked-by: ids> so you can
dispatch straight off 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.
- 2mo ago First seen · 189 lines · 116 tokens per session scan A d749f179fcd4
warren-dogfood-pipeline is a skill published in the GitHub repository jayminwest/warren (513 stars, last pushed 7d ago), licensed MIT. It adds 116 tokens to every session and 3,026 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
warren-dogfood-pipeline compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| warren-dogfood-pipelinejayminwest/warren | Skill | 513 | 7d ago | MIT | A | 116 | Claude Code, Codex |
| factory-handoffwatt-mind/factory | Skill | 18 | 1mo ago | Apache-2.0 | A | 47 | Claude Code |
| release-announcementpaperclipai/paperclip | Skill | 111k | yesterday | MIT | A | 42 | Claude Code, Codex |
| github-pr-workflowpaperclipai/paperclip | Skill | 111k | yesterday | MIT | A | 39 | Claude Code, Codex |
| commitJotJunior/cstk | Skill | 24 | yesterday | MIT | A | 51 | Claude Code |
| ticket-specwatt-mind/factory | Skill | 18 | 1mo ago | Apache-2.0 | A | 45 | Claude Code |
| git-pr-strategyvmobifystudio/app-dev-team | Skill | 5 | 4d ago | MIT | A | 26 | Claude Code |