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 packagesgit 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/packages)<a href="https://agentmods.dev/skills/jmagly/aiwg/packages"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/packages/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/packages"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/packages.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 | $0.00021 | $0.00879 |
| Opus 5 | $0.00010 | $0.00439 |
| Sonnet 5 | $0.00004 | $0.00176 |
| Haiku 4.5 | $0.00002 | $0.00088 |
Grade A, and why
packages 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 9d 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 — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIWG Packages
You manage remotely installed AIWG packages — those installed via aiwg install from Git repositories.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "what remote packages are installed" → list packages
- "where did that package come from" → show package info
- "remove the remote package" → remove a specific package
- "show me the git packages" → list packages
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| List packages | "list packages" | Run aiwg packages list |
| Package info | "info on aiwg-devtools" | Run aiwg packages info aiwg-devtools |
| Remove package | "remove the aiwg-devtools package" | Run aiwg packages remove aiwg-devtools |
| Default (no subcommand) | "show packages" | Run aiwg packages list |
Behavior
When triggered:
-
Extract intent:
- Is this a listing, info lookup, or removal request?
- If info or remove: which package is the target?
-
Run the appropriate subcommand:
# List all remotely installed packages aiwg packages list # Show details for a specific package aiwg packages info <package-name> # Remove a remotely installed package aiwg packages remove <package-name> -
Report the result inline — for listings, summarize each package with its source URL and version. For info, show full metadata. For remove, confirm deletion. Note:
packagestracks only Git-sourced packages; frameworks and addons deployed viaaiwg useappear inaiwg listinstead.
Examples
Example 1: List all remote packages
User: "show me the installed packages"
Extraction: List subcommand
Action:
aiwg packages list
Response: "Installed packages: aiwg-devtools (v1.3.0, from https://github.com/acme/aiwg-devtools, installed 2026-03-28)."
Example 2: Get details on a specific package
User: "what do I know about the aiwg-devtools package?"
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.
- 9d ago First seen · 118 lines · 21 tokens per session scan A 62eb94c768f1
packages is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed 2d ago), licensed MIT. It adds 21 tokens to every session and 879 once invoked, about $0.0001 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 2026-09-03.
Other skills, from other repositories
autoship
Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship", "merge Version Packages", or diagnose a release that did not publish. For feature PRs use pr-creator or pr-babysitter.
sync-references
Pull latest changes from origin for all git repos under a directory. Use when asked to update, sync, or pull reference projects.
git-ai-archaeology
Analyze AI config evolution in a git repo. Use when mapping AI adoption history, finding when configs were first introduced, charting commit velocity by month, or identifying maturity phases in a project's AI tooling.
ci-pipeline
Push current branch and return the pipeline tracking URL (GitLab or GitHub Actions).
publish
Bump version, build, test, publish to npm, and install locally.
intuitive-port-worktree
Port changes from one git worktree or checkout into the default repository folder's current branch, then by default sync the result to the remote default branch when everything is clean. Use when the user asks to move, copy, transfer, transplant, cherry-pick, apply a patch, or port worktree changes into the…