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 jmagly/aiwg --skill aiwg-helpgit clone --depth 1 https://github.com/jmagly/aiwgWrote 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/jmagly/aiwg/aiwg-help)<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-help"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-help/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/jmagly/aiwg/aiwg-help"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-help.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00911 |
| Opus 5.5 | $0.00007 | $0.00364 |
| Sonnet 5.5 | $0.00004 | $0.00182 |
| Haiku 4.5 | $0.00002 | $0.00091 |
Grade A, and why
aiwg-help 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 — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIWG Help
You display all available AIWG CLI commands, their arguments, and usage examples.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "what can aiwg do" → run
aiwg help - "list aiwg commands" → run
aiwg help - "how do I use aiwg" → run
aiwg help - "aiwg commands" → run
aiwg help - "aiwg usage" → run
aiwg help
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| General help | "help" / "show help" | Run aiwg help |
| Command listing | "what commands are available" | Run aiwg help |
| Usage question | "how do I use aiwg" | Run aiwg help |
| Capability query | "what can aiwg do" | Run aiwg help |
| Command discovery | "list aiwg commands" | Run aiwg help |
Behavior
When triggered:
-
Extract intent: Determine whether the user wants the full command listing or is asking about a specific command or category. If a specific command is mentioned (e.g. "help with ralph"), direct the user to the relevant section.
-
Run the appropriate command:
# Full help output aiwg helpThe help command is built into the CLI registry and requires no external tools. It renders command groups (Framework, Project, Workspace, MCP Server, Toolsmith, Catalog, Discovery, Dispatch, Features, Scaffolding, Ralph Loop, Maintenance, Channel) with aligned descriptions.
Discovery commands (
discover,show,index) are the canonical way to find and read AIWG skills/agents/commands/rules — most of AIWG's surface lives outside the always-loaded kernel set and is reachable only via these commands. Dispatch commands (run skill <name>,run <script>) execute script-bearing skills and user-defined scripts. -
Report the result inline — present the command groups and highlight the most relevant section if the user expressed a specific area of interest.
Examples
Example 1: General help request
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 · 98 lines · 18 tokens per session scan A 0bba867ec299
aiwg-help is a skill published in the GitHub repository jmagly/aiwg (225 stars, last pushed today), licensed MIT. It adds 18 tokens to every session and 911 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 2026-09-03.
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