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/johnfkoo951/cmds-llm-wikiWrote 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/johnfkoo951/cmds-llm-wiki/ingest)<a href="https://agentmods.dev/commands/johnfkoo951/cmds-llm-wiki/ingest"><img src="https://agentmods.dev/badge/commands/johnfkoo951/cmds-llm-wiki/ingest/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/johnfkoo951/cmds-llm-wiki/ingest"><img src="https://agentmods.dev/badge/commands/johnfkoo951/cmds-llm-wiki/ingest.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 | $0.00033 | $0.08178 |
| Opus 5.5 | $0.00013 | $0.03271 |
| Sonnet 5.5 | $0.00007 | $0.01636 |
| Haiku 4.5 | $0.00003 | $0.00818 |
Grade A, and why
ingest scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
ENCODED=$(python3 -c "import urllib.parse,sys; print(urllib.parse.quote(sys.argv[1], safe=''))" "<exact path from qmd>") The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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 Changed 1405c27f87e8
- 1mo ago First seen · 557 lines · 33 tokens per session scan A 7b129e029685
ingest is a command published in the GitHub repository johnfkoo951/cmds-llm-wiki (100 stars, last pushed yesterday), with no licence file. It adds 33 tokens to every session and 8,178 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
okf
A command that exports a private knowledge wiki into an OKF-compatible bundle. OKF is a format for packaging knowledge, with a separate guarded mode for preparing material to share externally.
curate
A command for maintaining a file-based knowledge wiki. It can review pages, shorten overlong material, manage page lifecycles, find possible contradictions, and rebuild weak connections between notes.
query
A read-only command for answering questions from a project wiki, using an index and a stored record of supported claims. It checks that the wiki sources and claim records are valid before answering.
doctor
A diagnostic command for checking and, when requested, repairing an llm-brain installation. It also offers read-only profiles for demo, private use, or preparing a shareable setup.
ingest
A command for adding information to a file-based knowledge wiki from web pages, files, or text notes. It classifies the material, updates or creates wiki pages, and adds links between related pages.
express
A command that gathers related wiki pages and drafts content from them. It supports blog posts, lecture slides, weekly or monthly summaries, and in-depth reports.