Use it as a candidate reference when reviewing changes to agents, workflow code, hooks, skills, diagnostics, or related quality checks.

It captures recurring problems where logs, safeguards, tests, and retrospectives are maintained separately, making failures harder to diagnose and prevent.

openprd-experience-quality-candidate-eval-20260720011734

Q: What is openprd-experience-quality-candidate-eval-20260720011734?

A draft project lesson about improving OpenPrd's agent and workflow quality. It is meant to be checked for relevance before being reused.

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.

Any agent

npx skills add mileson/openprd --skill openprd-experience-quality-candidate-eval-20260720011734

Clone the repo

git clone --depth 1 https://github.com/mileson/openprd

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734/github.svg)](https://agentmods.dev/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734)

Your own site

<a href="https://agentmods.dev/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734"><img src="https://agentmods.dev/badge/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734"><img src="https://agentmods.dev/badge/skills/mileson/openprd/openprd-experience-quality-candidate-eval-20260720011734.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,036 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 89% copy Near-identical to another mod 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.

Model	Per session	Once invoked
Fable 5.1	$0.00036	$0.01036
Opus 5	$0.00018	$0.00518
Sonnet 5	$0.00007	$0.00207
Haiku 4.5	$0.00004	$0.00104

Measured 7d ago against content hash 741894a46e94, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

openprd-experience-quality-candidate-eval-20260720011734 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 7d 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.

Origin

This is a copy

89% identical to openprd-experience-quality-candidate-eval-20260621153509 — 15 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.

.openprd/knowledge/drafts/openprd-experience-quality-candidate-eval-20260720011734/SKILL.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.