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 docs-creating-annotated-concept-tutorialsgit 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/docs-creating-annotated-concept-tutorials)<a href="https://agentmods.dev/skills/wahidyankf/ose-public/docs-creating-annotated-concept-tutorials"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-creating-annotated-concept-tutorials/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/docs-creating-annotated-concept-tutorials"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-creating-annotated-concept-tutorials.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 | $0.00046 | $0.00329 |
| Opus 5.5 | $0.00018 | $0.00132 |
| Sonnet 5.5 | $0.00009 | $0.00066 |
| Haiku 4.5 | $0.00005 | $0.00033 |
Grade A, and why
docs-creating-annotated-concept-tutorials 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
Creating Annotated-Concept Tutorials
Annotated-concept is a concept-centric tutorial format for ayokoding-web: worked examples/scenarios that teach a concept through annotated code, pseudocode, config, or diagrams, rather than language-syntax progression (that's By Example's job).
When This Skill Loads
Auto-loads for apps-ayokoding-www-annotated-concept-maker, -checker, and -fixer.
Two Modes
Standard mode (code-bearing): concepts illustrated with runnable code/pseudocode/config. No-code sub-mode (leadership/governance topics): zero code, worked scenarios use decision artifacts (decision records, matrices, runbook excerpts) instead. Mode is detected from the topic's format designation before any other check runs — every subsequent rule branches on it.
Format Requirements
See reference/format-requirements.md for the complete worked-example/scenario count floors, annotation density formula, five-part structure, mode integrity rule, and grouping/diagram requirements — shared by maker, checker, and fixer.
Reference Documentation
What ships with it
3 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 · 33 lines · 46 tokens per session scan A d208ce7f6642
docs-creating-annotated-concept-tutorials is a skill published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 329 once invoked, about $0.0002 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.
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