qa-to-demo

qa-to-demo is a skill for Codex from 45ck/skill-harness. It costs 68 tokens per session (466 once invoked), scanned A, original, MIT.

A workflow for turning manual quality-assurance evidence into reproducible product demos, bug-reproduction clips, or release proof. Quality assurance means checking that software works as expected.

In plain words
What is it for?
It helps convert QA reports into demo plans or .demo.yaml specifications, preserve assertions for review, and package captured results.
Why use it?
It connects test steps, screenshots, logs, accessibility findings, and bug notes to concrete demo actions and checkpoints.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions Codex.

Good fit It helps convert QA reports into demo plans or .demo.yaml specifications, preserve assertions for review, and package captured results.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/45ck/skill-harness/qa-to-demo
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 45ck/skill-harness --skill qa-to-demo
Clone the repo
git clone --depth 1 https://github.com/45ck/skill-harness

Made for: 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.

agentmods badge for qa-to-demo

README.md
[![agentmods](https://agentmods.dev/badge/skills/45ck/skill-harness/qa-to-demo/github.svg)](https://agentmods.dev/skills/45ck/skill-harness/qa-to-demo)
Your own site
<a href="https://agentmods.dev/skills/45ck/skill-harness/qa-to-demo"><img src="https://agentmods.dev/badge/skills/45ck/skill-harness/qa-to-demo/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.

agentmods 80×15 button for qa-to-demo

Your own site · 80×15
<a href="https://agentmods.dev/skills/45ck/skill-harness/qa-to-demo"><img src="https://agentmods.dev/badge/skills/45ck/skill-harness/qa-to-demo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 466 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 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 5.1 $0.00068 $0.00466
Opus 5 $0.00034 $0.00233
Sonnet 5 $0.00014 $0.00093
Haiku 4.5 $0.00007 $0.00047

Measured 10d ago against content hash 0350574885a7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

qa-to-demo 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 10d 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.

packs/demo-production-skills/skills/qa-to-demo/SKILL.md · 50 lines

What it actually says

QA To Demo

Overview

Use this skill to bridge quality evidence and demo production. The goal is a reproducible spec or clip plan grounded in QA artifacts, not a marketing retelling that hides failures.

Inputs

  • qa-report.json and qa-report.md
  • manual-qa-machine flow JSON
  • screenshots, snapshots, console logs, network logs, page errors, accessibility reports, and performance reports
  • bug reproduction notes or Beads/GitHub issue context
  • target app URL and startup command, if a new demo spec must be drafted

Conversion Workflow

  1. Read the QA verdict and evidence before selecting moments.
  2. Choose the target output:
    • product demo for a passing flow
    • repro clip for a failing flow
    • release proof for a certified flow
    • exploratory finding package for triage
  3. Map QA steps to demo-machine actions using stable targets first: role, label, text, test id, then CSS only as a fallback.
  4. Preserve assertions as demo checkpoints or review notes.
  5. Draft a .demo.yaml only when the source has enough target and timing detail; otherwise produce a demo plan with missing inputs.
  6. If rendering or capture is run, package output with demo-story-packager.

Evidence Rules

  • Do not convert fail or inconclusive QA results into positive product demos.
  • Keep console, network, accessibility, and performance warnings visible in the handoff.
  • For bug repro media, show the shortest path that proves the issue.
  • For release proof media, include the certification attempt or report path.

Output

Return one of:

  • .demo.yaml draft plus run command
  • repro clip plan plus source evidence
  • release proof package plan
  • list of missing details blocking a reliable demo

Always include the QA report path, source flow path, selected steps, and evidence files.

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. 10d ago First seen · 50 lines · 68 tokens per session scan A 0350574885a7

Subscribe to this mod's changes

qa-to-demo is a skill published in the GitHub repository 45ck/skill-harness (15 stars, last pushed 2mo ago), licensed MIT. It adds 68 tokens to every session and 466 once invoked, about $0.0003 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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