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.
git clone --depth 1 https://github.com/Fujigo-Software/f5-framework-claudeWrote 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/commands/fujigo-software/f5-framework-claude/f5-classify)<a href="https://agentmods.dev/commands/fujigo-software/f5-framework-claude/f5-classify"><img src="https://agentmods.dev/badge/commands/fujigo-software/f5-framework-claude/f5-classify/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/commands/fujigo-software/f5-framework-claude/f5-classify"><img src="https://agentmods.dev/badge/commands/fujigo-software/f5-framework-claude/f5-classify.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 | $0.00018 | $0.05565 |
| Opus 5.5 | $0.00007 | $0.02226 |
| Sonnet 5.5 | $0.00004 | $0.01113 |
| Haiku 4.5 | $0.00002 | $0.00556 |
Grade A, and why
f5-classify 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 1mo 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 — 619 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/f5-classify - Input Classification Command V3.0
Phân loại input files (Excel, documents) theo type, detect gaps, và tạo Coverage Declaration.
Version: 3.0 (Content-First Classification) Nguyên tắc: AI support - Human decide Thay đổi chính: Phân loại dựa trên NỘI DUNG file thay vì tên file
🎯 VAI TRÒ CỦA F5-CLASSIFY
┌─────────────────────────────────────────────────────────────────────────────────┐
│ f5-classify KHÔNG PHẢI là bước tạo spec │
│ f5-classify KHÔNG quyết định đúng/sai nội dung │
├─────────────────────────────────────────────────────────────────────────────────┤
│ VAI TRÒ ĐÚNG: │
│ ✅ Phân loại tài liệu theo type (dựa trên CONTENT) │
│ ✅ Trích xuất thông tin có cấu trúc │
│ ✅ Khai báo độ bao phủ (Coverage Declaration) │
│ ✅ Khai báo chất lượng (Classification Quality Level) │
│ ✅ Khai báo giới hạn kỹ thuật (Technical Limitations) │
│ ✅ Gắn cờ rủi ro (Missing Sections, Low Confidence) │
│ ✅ Chuẩn hoá input cho các phase phía sau │
├─────────────────────────────────────────────────────────────────────────────────┤
│ QUYẾT ĐỊNH CUỐI CÙNG: BA / DEV / Tech Lead │
└─────────────────────────────────────────────────────────────────────────────────┘
🆕 WHAT'S NEW IN V3.0
| Feature | V2.1 | V3.0 |
|---|---|---|
| Classification method | Name-based (tên file) | Content-first (nội dung) |
| Accuracy | Phụ thuộc naming convention | Dựa trên nội dung thực tế |
| Confidence | Based on name pattern match | Based on content analysis depth |
| Fallback | None | Name-based khi không đọc được content |
🧠 CLASSIFICATION LOGIC V3.0 - CONTENT-FIRST
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.
- 1mo ago First seen · 619 lines · 18 tokens per session scan A 19fe316c3679
f5-classify is a command published in the GitHub repository Fujigo-Software/f5-framework-claude (24 stars, last pushed 8mo ago), licensed MIT. It adds 18 tokens to every session and 5,565 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.
Other commands, from other repositories
plan
Project spec (no args) or feature FRD (with args).
debug
Structured debugging with parallel investigation agents.
init
Analyze codebase and generate CLAUDE.md with project conventions.
release
Generate changelog, bump version, and create git tag.
docs
Generate or update project documentation from codebase and specs.
review
Multi-agent code review with parallel validation.