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-validating-software-engineering-separationgit 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-validating-software-engineering-separation)<a href="https://agentmods.dev/skills/wahidyankf/ose-public/docs-validating-software-engineering-separation"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-validating-software-engineering-separation/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-validating-software-engineering-separation"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-validating-software-engineering-separation.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 | $0.00062 | $0.00993 |
| Opus 5.5 | $0.00025 | $0.00397 |
| Sonnet 5.5 | $0.00012 | $0.00199 |
| Haiku 4.5 | $0.00006 | $0.00099 |
Grade A, and why
docs-validating-software-engineering-separation 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.
How it starts
The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Validating Software Engineering Documentation Separation
This Skill provides comprehensive guidance for validating the separation between repository-specific style guides (docs/explanation/software-engineering/) and educational content (apps/ayokoding-www/), as defined in the Programming Language Documentation Separation Convention.
Purpose
Use this Skill when:
- Implementing style guide separation validation in checker agents
- Validating docs/explanation content doesn't duplicate AyoKoding educational content
- Ensuring prerequisite knowledge statements exist and are correct
- Checking style guides focus on repository-specific conventions only
- Understanding content separation patterns
Validation Scope
Lifecycle Delegation
No declared gate validates internal links, so path and fragment checks stay here alongside the
semantic correctness of prerequisite relationships and all separation checks.
./rhino md internal-link validate (on demand) reports missing target files but does not check
#fragment anchors.
CRITICAL: Only validate relationships explicitly listed in the Software Design Reference prerequisite table.
Authoritative Source: Software Design Reference - Specific Prerequisites
Current explicit relationships to validate:
- docs/explanation/programming-languages/golang/ ↔ ayokoding-web/.../golang/
- docs/explanation/programming-languages/elixir/ ↔ ayokoding-web/.../elixir/
DO NOT validate languages/frameworks not in this table (TypeScript, Python, etc.) until they are explicitly added to the Software Design Reference.
Core Validation Principle
CRITICAL: docs/explanation/ content MUST NOT duplicate AyoKoding educational content.
Separation Pattern:
- AyoKoding = Educational (language syntax, by-example tutorials, generic patterns)
- docs/explanation/ = Style guides (OSE Platform naming, framework choices, repository patterns)
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 · 113 lines · 62 tokens per session scan A 13d4d6364fa4
docs-validating-software-engineering-separation is a skill published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 62 tokens to every session and 993 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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