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 100yenadmin/fable-token-saving-skills-orchestrator --skill public-readme-polishergit clone --depth 1 https://github.com/100yenadmin/fable-token-saving-skills-orchestratorWrote 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/100yenadmin/fable-token-saving-skills-orchestrator/public-readme-polisher)<a href="https://agentmods.dev/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-readme-polisher"><img src="https://agentmods.dev/badge/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-readme-polisher/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/100yenadmin/fable-token-saving-skills-orchestrator/public-readme-polisher"><img src="https://agentmods.dev/badge/skills/100yenadmin/fable-token-saving-skills-orchestrator/public-readme-polisher.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 | $0.00026 | $0.00682 |
| Opus 5.5 | $0.00010 | $0.00273 |
| Sonnet 5.5 | $0.00005 | $0.00136 |
| Haiku 4.5 | $0.00003 | $0.00068 |
Grade A, and why
public-readme-polisher 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 2mo 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 — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Public README Polisher
Polish the README as the repo's public front door: credible, scannable, actionable, and claim-safe.
Use When
- a README feels plain
- a repo needs a public first impression
- a docs landing page needs clearer value, install path, or proof
- a visual asset could make the repo easier to understand
Process
- Audit repo truth: purpose, install path, tests, license, security, CI, docs, examples, and public claim boundaries.
- Define the public promise in one paragraph: who it helps, what it gives them, and what it does not guarantee.
- Improve the first viewport: title, optional hero, badges, concise opening, quick action, and a scannable "what you get" table.
- Add scanning structure: quick start, workflow diagram when useful, proof or sources near the claim, and links to deeper docs.
- Validate links, images, alt text, docs scan, tests, and the scorecard below.
Visual Asset Rules
- Use one purposeful hero only when it clarifies the repo.
- For generated images: no embedded text, no logos, no watermarks.
- Inspect the image before committing; reject generated image with readable fake text, broken UI, mascot drift, or misleading claims.
- Save README assets under
assets/readme. - Add alt text that explains the image function.
Claim Safety
- Cite official sources for factual pricing, cache, legal, API, or security claims.
- Say "patterns that worked for us" for experience-based recommendations.
- Avoid guaranteed savings, official endorsement, universal safety claims, or "works for every workflow" language.
- Keep related tools optional unless the repo truly depends on them.
Scorecard
Score each category 0-2. Pass at 13/16 or higher.
| Category | 2 means |
|---|---|
| First-viewport signal | repo purpose, visual tone, badges, and install path are clear without scrolling |
| Audience/value clarity | reader knows who it is for and what problem it solves |
| Scannability | tables, bullets, headings, and diagrams make scanning easy |
| Actionability | quick start and next links are concrete and current |
| Trust/proof | sources, CI, license, tests, and safety boundaries support the claims |
| Visual polish | assets feel intentional, domain-fit, and not generic stock decoration |
| Accessibility/asset hygiene | alt text, local paths, file size, and image rendering are sane |
| Claim safety | claims are bounded, sourced where needed, and public-safe |
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.
- 2mo ago First seen · 74 lines · 26 tokens per session scan A b82abfc22152
public-readme-polisher is a skill published in the GitHub repository 100yenadmin/fable-token-saving-skills-orchestrator (101 stars, last pushed 4mo ago), licensed MIT. It adds 26 tokens to every session and 682 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 2026-08-30.
public-readme-polisher compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| public-readme-polisher100yenadmin/fable-token-saving-skills-orchestrator | Skill | 101 | 4mo ago | MIT | A | 26 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 2d ago | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 315k | 5d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |