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 koinod/koino-skills --skill content-qa-scorergit clone --depth 1 https://github.com/koinod/koino-skillsWrote 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/koinod/koino-skills/content-qa-scorer)<a href="https://agentmods.dev/skills/koinod/koino-skills/content-qa-scorer"><img src="https://agentmods.dev/badge/skills/koinod/koino-skills/content-qa-scorer/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/koinod/koino-skills/content-qa-scorer"><img src="https://agentmods.dev/badge/skills/koinod/koino-skills/content-qa-scorer.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 | $0.00000 | $0.01759 |
| Opus 5 | $0.00000 | $0.00879 |
| Sonnet 5 | $0.00000 | $0.00352 |
| Haiku 4.5 | $0.00000 | $0.00176 |
Grade A, and why
content-qa-scorer 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 166 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Content QA Scorer
Score any piece of content on 7 dimensions. Get a verdict: PASS, NEEDS WORK, or KILL.
Description
Content QA Scorer evaluates written content (social posts, emails, blog articles, ad copy, video scripts) against 7 battle-tested dimensions. Each dimension is scored 1-10 with specific feedback. The final verdict prevents you from publishing mediocre content that damages your brand.
This is not subjective — each dimension has concrete criteria. A score of 6 on "Hook" means something specific and actionable.
Activation
This skill activates when:
- The user asks to review, score, or QA a piece of content
- The user shares draft content and asks "is this good?"
- The user wants feedback on copy, posts, scripts, or emails
- The user mentions content quality, scoring, or grading
Trigger phrases: "score this", "review this content", "is this good", "QA this", "rate this post", "content feedback", "grade this"
The 7 Dimensions
1. Hook (Weight: 2x)
Does the first line stop the scroll? Would someone reading this in a feed of 1000 posts pause on yours?
| Score | Criteria |
|---|---|
| 9-10 | Pattern interrupt. Creates an open loop the reader MUST close. |
| 7-8 | Strong curiosity or bold claim. Most people would pause. |
| 5-6 | Decent but predictable. "5 Tips for..." territory. |
| 3-4 | Boring. Reads like every other post in the niche. |
| 1-2 | No hook at all. Starts with context nobody asked for. |
2. Value Density
Is every sentence earning its place? Could you cut 30% without losing meaning?
| Score | Criteria |
|---|---|
| 9-10 | Every sentence teaches, provokes, or moves the reader. Zero filler. |
| 7-8 | Tight with 1-2 sentences that could be cut. |
| 5-6 | Some filler, some repetition. Could be 30% shorter. |
| 3-4 | More filler than substance. Reader skims. |
| 1-2 | Fluff piece. Says nothing in many words. |
3. Brand Alignment
Does this sound like the brand? Could a reader identify who wrote this without seeing the name?
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.
- 12d ago First seen · 166 lines · 0 tokens per session scan A b31b6517bf5e
content-qa-scorer is a skill published in the GitHub repository koinod/koino-skills (8 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,759 tokens. 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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