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 skills add gpsaggese/helpers --skill auto_task.execute_with_stacked_prsgit clone --depth 1 https://github.com/gpsaggese/helpersWrote 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/gpsaggese/helpers/auto_task.execute_with_stacked_prs)<a href="https://agentmods.dev/skills/gpsaggese/helpers/auto_task.execute_with_stacked_prs"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/auto_task.execute_with_stacked_prs/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/gpsaggese/helpers/auto_task.execute_with_stacked_prs"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/auto_task.execute_with_stacked_prs.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 | $0.00013 | $0.01545 |
| Opus 5.5 | $0.00005 | $0.00618 |
| Sonnet 5.5 | $0.00003 | $0.00309 |
| Haiku 4.5 | $0.00001 | $0.00154 |
Grade A, and why
auto_task.execute_with_stacked_prs 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 — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Goal
- Execute one GitHub issue as a stack of sequential branches and PRs
- Name each branch
<BASE>_<ID>(ID= 1, 2, 3, ...) - Branch each one from the previous branch, so the PRs stack in review order
- Name each branch
- Create the whole stack without stopping for review
- The user reviews, edits, and merges each PR bottom-up later
- Follow
.claude/skills/auto_task.rules.mdfor how tasks are queued, specified, and named
Input
- The user passes a task in the format
When to Use This Skill
- Use only when tasks favor stacked execution: complete specs, a real dependency chain, and a user who prefers one batch review over interruptions
- If a spec is unclear, follow
.claude/skills/auto_task.rules.mdsection "Ask for Clarification Before Executing an Unclear Plan". Do not build on a guess - Resolve all doubts with the user before you start, so the stack runs uninterrupted
Workflow
Confirm the Task List
- Follow
.claude/skills/auto_task.rules.mdsection "Confirm the Task List Before Executing". Each ordered task is one branch - Confirm task
<ID+1>depends only on<ID>, not onmasteror earlier tasks - If the order or a dependency is unclear, ask before starting. A wrong dependency means rebasing the whole stack above it
Create the Issue and the First Branch (_1)
-
Follow
.claude/skills/auto_task.rules.mdsection "One GitHub Issue Is the Unit of Work": one issue covers the whole stack -
Create the issue and the first branch / PR
<BASE>_1> git_create_issue_and_branch.py \ --gh_issue_title "<TITLE>" --gh_issue_body "<Description of entire stack>" \ --suffix 1 -
The description of the entire task is
-
Commit the file passed by the user (e.g.,
tasks.md) -
Implement task 1, run its tests, commit, push
Stack Each Following Branch (_<ID>)
- For
IDfrom 2 toN, while still checked out on<BASE>_<ID-1>:- Derive
<BASE>_<ID>from the issue, not from the current branch name. Branch it from<BASE>_<ID-1>, not frommaster:
- Derive
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 · 140 lines · 13 tokens per session scan A df79414e2912
auto_task.execute_with_stacked_prs is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 13 tokens to every session and 1,545 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-11-06.
auto_task.execute_with_stacked_prs compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| auto_task.execute_with_stacked_prsgpsaggese/helpers | Skill | 158 | today | Apache-2.0 | A | 13 | Claude Code |
| release-announcementpaperclipai/paperclip | Skill | 112k | today | MIT | A | 42 | Claude Code, Codex |
| releasethedotmack/claude-mem | Skill | 114k | today | Apache-2.0 | A | 13 | Claude Code |
| release-notesphuryn/pm-skills | Skill | 28k | 8d ago | MIT | A | 57 | Claude Code |
| multi-agent-release-managerchromium/chromium | Skill | 25k | today | BSD-3-Clause | A | 27 | Claude Code, Codex |
| pack-submitaeonfun/aeon | Skill | 789 | yesterday | MIT | A | 27 | Claude Code, Codex |
| updater_guidesiddsachar/row-bot | Skill | 1.7k | today | Apache-2.0 | A | 22 | Claude Code, Codex |