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 wahidyankf/ose-public --skill apps-ayokoding-www-authoring-annotated-conceptgit clone --depth 1 https://github.com/wahidyankf/ose-publicWrote 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/wahidyankf/ose-public/apps-ayokoding-www-authoring-annotated-concept)<a href="https://agentmods.dev/skills/wahidyankf/ose-public/apps-ayokoding-www-authoring-annotated-concept"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/apps-ayokoding-www-authoring-annotated-concept/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/wahidyankf/ose-public/apps-ayokoding-www-authoring-annotated-concept"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/apps-ayokoding-www-authoring-annotated-concept.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 | $0.00075 | $0.00445 |
| Opus 5.5 | $0.00030 | $0.00178 |
| Sonnet 5.5 | $0.00015 | $0.00089 |
| Haiku 4.5 | $0.00007 | $0.00044 |
Grade A, and why
apps-ayokoding-www-authoring-annotated-concept 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 2d 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.
What it actually says
ayokoding-www Authoring: Annotated-Concept Tutorials
Methodology for authoring concept-centric worked-example tutorials (and the leadership no-code
sub-mode) for apps/ayokoding-www/, at equal annotation density to By Example.
Reference Modules
- When to Use and Mode Selection — when to use this agent and determining standard vs. no-code sub-mode.
- Requirements: Standard and No-Code Modes — the worked-example/ scenario requirements for each mode.
- Worked-Example Structure, Diagrams, Integration — the shared worked-example/scenario structure, diagram requirements, and ayokoding-web integration.
- Workflow and Quality Standards — the 7-step content creation workflow and the quality-standards checklist.
Core Principles
- Pick the mode first — standard (code-bearing) vs. no-code sub-mode (leadership/governance) is a per-topic decision made before writing any content.
- Floors, not caps — 45-60 worked examples (or 20-30 scenarios) is a minimum; exceed it when the subject genuinely demands more.
- Equal density to By Example — the 1.0-2.25 annotation ratio applies identically.
Related Skills
apps-ayokoding-www-developing-content— bilingual strategy, content workflow, linking conventions.docs-creating-accessible-diagrams— WCAG-compliant Mermaid palette.docs-applying-content-quality— general content quality standards.
What ships with it
6 files 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.
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.
- 2d ago First seen · 37 lines · 75 tokens per session scan A 07f5c50b87fa
apps-ayokoding-www-authoring-annotated-concept is a skill published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 75 tokens to every session and 445 once invoked, about $0.0003 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 2026-10-14.
Other skills, from other repositories
blog-post
Writes and structures long-form blog posts, creates tutorial outlines, and optimizes content for SEO with cover image generation. Use when the user asks to write a blog post, article, how-to guide, tutorial, technical writeup, thought leadership piece, or long-form content.
self-improve-with-tinyfish
Enables Hermes to create new reusable skills for itself by researching live web sources with TinyFish Search and Fetch, analyzing source coverage, writing SKILL.md files, and installing them into Hermes memory. Use when the user asks Hermes to learn, teach itself, upgrade itself, or save a reusable capability.
nx-plugin-for-aws
Scaffold and build cloud-native applications on AWS using @aws/nx-plugin generators. Use when the user wants to create workspaces, generate projects, or scaffold infrastructure with the Nx Plugin for AWS.
frontmcp-guides
Tutorials, end-to-end walkthroughs, and complete reference projects for FrontMCP. Use when you want a getting-started guide, a full worked example, or to learn best practices by following a step-by-step build rather than a single API reference. Includes a beginner weather-API server (tool plus static resource, Zod…
create-skill
Create instruction-only skills that package knowledge and workflow guides for AI clients.
cyrene-exam-paper
A method for creating formal exams from a learning plan, then keeping the questions, answers, grading, and review separate. It maps learned topics to skills and suitable question types.