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 adrielp/ai-engineering-harness --skill experimental-pr-workflowgit clone --depth 1 https://github.com/adrielp/ai-engineering-harnessWrote 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/adrielp/ai-engineering-harness/experimental-pr-workflow)<a href="https://agentmods.dev/skills/adrielp/ai-engineering-harness/experimental-pr-workflow"><img src="https://agentmods.dev/badge/skills/adrielp/ai-engineering-harness/experimental-pr-workflow.svg" alt="Measured on agentmods" 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 | $0.00048 | $0.01105 |
| Opus 5 | $0.00024 | $0.00553 |
| Sonnet 5 | $0.00010 | $0.00221 |
| Haiku 4.5 | $0.00005 | $0.00111 |
Grade A, and why
experimental-pr-workflow 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 8d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- experimental_pr_workflow — 91% identical, 6 lines differ
How it starts
The opening of the file, as written. The whole thing — 185 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Experimental PR Workflow
When to Use This Skill
Activate this skill when:
- User mentions "founder mode" or references rapid experimentation
- User has made commits without associated tickets
- User asks to "formalize experimental work" or "create ticket for this"
- You detect commits on a feature branch without ticket references
- User asks to "clean up" or "properly document" exploratory work
This skill helps transition from rapid prototyping to proper workflow hygiene.
The Problem This Solves
Sometimes you need to move fast and experiment without the overhead of creating tickets and planning docs first. This is great for exploration, but eventually you need to:
- Document what you built and why
- Create a proper ticket for tracking
- Get the work into a reviewable PR
- Follow the team's standard workflow
This skill handles that transition retroactively.
Core Process
Step 1: Verify Commit Exists
Check recent commits:
git log --oneline -5
If no recent commits, help create one first or review current changes.
Step 2: Understand What Was Built
Gather context from the commit:
git show --stat HEAD
git show HEAD
Analyze the changes:
- What files were modified?
- What functionality was added/changed?
- What problem does this solve?
- What technical decisions were made?
Step 3: Create Ticket (if using a ticket system)
Create a ticket describing the work:
## Problem to Solve
[Describe the user need or pain point from a user perspective]
## Proposed Solution
[Describe what you implemented]
[Explain the technical approach taken]
## Implementation Notes
- [Key file/component modified]
- [Technical decision made]
## References
- Commit: [SHA]
- Branch: [current branch name]
Important: You MUST gather a "Problem to Solve" - don't just document implementation.
Step 4: Create Proper Git Branch
Ensure you're on main first:
git checkout main
Create the new branch with proper naming:
git checkout -b [TICKET-ID]-[description]
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.
- 8d ago First seen · 185 lines · 48 tokens per session scan A 011318d8b435
experimental-pr-workflow is a skill published in the GitHub repository adrielp/ai-engineering-harness (20 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 48 tokens to every session and 1,105 once invoked, about $0.0002 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 2026-08-30.
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