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 ngerakines/jd --skill jd-sub-indexgit clone --depth 1 https://github.com/ngerakines/jdWrote 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/ngerakines/jd/jd-sub-index)<a href="https://agentmods.dev/skills/ngerakines/jd/jd-sub-index"><img src="https://agentmods.dev/badge/skills/ngerakines/jd/jd-sub-index/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/ngerakines/jd/jd-sub-index"><img src="https://agentmods.dev/badge/skills/ngerakines/jd/jd-sub-index.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 | $0.00119 | $0.01457 |
| Opus 5 | $0.00060 | $0.00728 |
| Sonnet 5 | $0.00024 | $0.00291 |
| Haiku 4.5 | $0.00012 | $0.00146 |
Grade A, and why
jd-sub-index 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 10d 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 — 219 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Johnny.Decimal +SUB Index Manager
This skill maintains +SUB index files within categories that use the
AC.ID+NNNN or AC.ID+CODE extension pattern. It keeps index files in
sync with the actual +SUB folders and helps create new entries.
1. Understand +SUB Extensions
+SUB extends the AC.ID notation for items that repeat across many instances
within a single ID.
Numeric +SUB: AC.ID+NNNN
Zero-padded four-digit sequential number:
53.01+0001 weather-api
53.01+0002 task-runner
53.01+0003 auth-dashboard
Named +SUB: AC.ID+CODE
Short alphanumeric code:
11.01+REDD The Red Door
11.01+OAKS Oak Street Cafe
11.01+RIVR Riverside Grill
When Each Format is Used
| Numeric +NNNN | Named +CODE |
|---|---|
| Items are primarily sequential | Items have natural short codes |
| No inherent abbreviation | Abbreviations are obvious and useful |
| Expect many entries (20+) | Expect fewer, memorable entries |
| Example: projects, trips, campaigns | Example: accounts, venues, people |
2. Locate +SUB Categories
2.1 Find the System
Check common JD root locations and identify the target system. If the user specifies a system code and category, go directly there. Otherwise, scan for +SUB categories.
2.2 Identify +SUB Categories
A category uses +SUB if it contains folders matching the pattern:
AC.ID+NNNN Description/
AC.ID+CODE Description/
Scan the system's categories and list those with +SUB folders.
2.3 Find the Index File
Each +SUB category should have an index file. Common patterns:
AC.ID [Category] index.md(e.g.,51.01 Open-source project index.md)AC.00 [Category] index.md(e.g.,51.00 Projects area index.md)
If no index file exists, offer to create one.
3. Scan Existing Entries
List all +SUB folders within the target category/ID. For each entry, capture:
- The +SUB identifier (number or code)
- The description (from folder name)
- Whether the folder contains content or is empty
- Creation date (from folder metadata or earliest file date)
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.
- 10d ago First seen · 219 lines · 119 tokens per session scan A 7f1f91ee8298
jd-sub-index is a skill published in the GitHub repository ngerakines/jd (7 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 119 tokens to every session and 1,457 once invoked, about $0.0006 per session on Opus 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 2026-08-31.
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