run-backlog

run-backlog is a skill for Claude Code, Codex from Jerry0022/dotclaude. It costs 182 tokens per session (6,183 once invoked), scanned A, original, MIT.

An automated workflow for working through GitHub milestones and issues, which are tracked units of planned software work. It refines each selected item, implements it, tests it, performs quality checks, and ships it before moving to the next one.

In plain words
What is it for?
Use it to work through open GitHub milestones or loose issues, including clarification, coding, testing, quality assurance, delivery, and closing completed work.
Why use it?
It turns a list of planned tasks into an end-to-end work queue, reducing the need to coordinate every step manually. It can continue through selected backlog items while the user is away.

Skill for Claude CodeCodex

Installs and runs on its own, but its text points at files inside its plugin — anything it tells you to read at a ${CLAUDE_PLUGIN_ROOT} path is only there once the plugin is installed. Installing the plugin gets both.

Part of the devops plugin — 23 skills, 12 agents, 5 hooks, 3 MCP servers shipped together

Install

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.

agentmods
npx agentmods add skills/jerry0022/dotclaude/run-backlog
Any agent
npx skills add Jerry0022/dotclaude --skill run-backlog
Clone the repo
git clone --depth 1 https://github.com/Jerry0022/dotclaude

Made for: Claude Code, Codex.

Or install devops, the plugin that ships this one along with the rest of its 23 skills, 12 agents, 5 hooks, 3 MCP servers.

Wrote 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.

agentmods badge for run-backlog

README.md
[![agentmods](https://agentmods.dev/badge/skills/jerry0022/dotclaude/run-backlog.svg)](https://agentmods.dev/skills/jerry0022/dotclaude/run-backlog)
Your own site
<a href="https://agentmods.dev/skills/jerry0022/dotclaude/run-backlog"><img src="https://agentmods.dev/badge/skills/jerry0022/dotclaude/run-backlog.svg" alt="Measured on agentmods" height="20"></a>
Per session 182 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,183 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00182 $0.06183
Opus 5 $0.00091 $0.03092
Sonnet 5 $0.00036 $0.01237
Haiku 4.5 $0.00018 $0.00618

Measured 4d ago against content hash 2920dd3e2127, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

run-backlog 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 4d 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.

plugins/devops/skills/run-backlog/SKILL.md · 421 lines

How it starts

The opening of the file, as written. The whole thing — 421 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Run Backlog

Work off the project's planned backlog. Pick milestones (or loose issues), then refine → implement → test/QA → ship each selected item, one after another, until the backlog is done — so the user can lean back or go to bed and wake up to shipped work.

Architecture — standalone, compose-not-copy. This skill owns its own control flow and is itself the ship instance. It does NOT modify run-autonomous and never routes a ship through it — run-autonomous cannot ship by design, and a task string never overrides that guardrail. Instead this skill reuses the autonomous frame by calling the same plugin scripts (permission audit, shutdown timer, resume schedule, watchdog, completion card) and referencing the same deep-knowledge, and composes /concept, /ship, and the role agents as building blocks. Full rationale + reuse table (dated design spec, kept under its original name): docs/superpowers/specs/2026-07-18-devops-burn-backlog-design.md.

Step 0 — Load Extensions

Silently check (do not surface "not found"):

  1. ~/.claude/skills/run-backlog/SKILL.md + reference.md
  2. {project}/.claude/skills/run-backlog/SKILL.md + reference.md
  3. Merge: project > global > plugin defaults

Step 0.1 — Auto-Start / Resume Re-entry

If the incoming message starts with RUN_BACKLOG_AUTOSTART:, a presence-phase timeout fired and the user is AFK. Step 1a arms this cron before the first question, and every presence question re-arms it, so the timeout covers the whole Präsenz phase — not just the final confirmation. Do NOT re-ask anything. Parse phase, queue, milestones, shutdown, autoResume, burnMode, branch.

Pending-question guard: if an AskUserQuestion is still active when the prompt arrives (the user is mid-answer), do NOT auto-start — re-arm a fresh one-shot cron at now + 3min with the same prompt and keep waiting (log "Autostart verschoben — offene Frage aktiv").

Otherwise branch on phase:

  • phase=gate — the full gate completed (permissions primed, queue + shutdown/resume chosen). Output once "Timeout — starte Backlog-Runner autonom.", skip Steps 1–3, jump to the Step 4 loop.
  • phase=presence — the user left before finishing the gate. Timeout defaults apply and are not renegotiable:
    • shutdown=yes always. It is the only sensible default for a walked-away user (a report-only run nobody returns to just idles the PC all night).
    • burnMode=no always. The presence default is the normal sequential run; budget mode is a deliberate opt-in, never auto-enabled on a timeout.
    • queue = the default encoded at arm time: every open milestone's issues (or every open loose issue when there are no milestones). Use a partial selection if one was already made before the timeout.
    • Skip Step 2 entirely. Concept decisions need the user and refine writes to GitHub (presence-only). Park every needs-decision / oversized item as a ⏸ Rückfrage for the report; run only the ready / plain issues.
    • Run Step 3 non-interactively: permission audit + artifact hygiene, then arm the lockout and the watchdog with shutdown=yes. Skip the permission-audit question — proceed with already-granted permissions; anything not in settings.json cannot be primed AFK and falls to the per-issue late-permission protocol (deep-knowledge/autonomous-execution.md). Output once "Timeout in Präsenz-Phase — starte mit Defaults (alle offenen Milestones, Shutdown).", then jump to the Step 4 loop.

Read the full file on GitHub · 421 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 4d ago First seen · 421 lines · 182 tokens per session scan A 2920dd3e2127

Subscribe to this mod's changes

run-backlog is a skill published in the GitHub repository Jerry0022/dotclaude (5 stars, last pushed yesterday), licensed MIT. It adds 182 tokens to every session and 6,183 once invoked, about $0.0009 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 2026-08-31.

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