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 installgit 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/install)<a href="https://agentmods.dev/skills/jmagly/aiwg/install"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/install/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/install"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/install.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 | $0.00015 | $0.00973 |
| Opus 5 | $0.00008 | $0.00487 |
| Sonnet 5 | $0.00003 | $0.00195 |
| Haiku 4.5 | $0.00002 | $0.00097 |
Grade A, and why
install 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 — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIWG Install
You install AIWG-compatible packages from remote Git repositories into the current workspace.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "grab the package from github" → install from Git URL
- "pull in owner/repo" → install using shorthand ref
- "add a community addon" → install remote package
- "install from that repo" → install from Git URL
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| Install by URL | "install from https://github.com/org/pkg" | Run aiwg install https://github.com/org/pkg |
| Install by shorthand | "install owner/repo" | Run aiwg install owner/repo |
| Install with branch | "install owner/repo at main" | Run aiwg install owner/repo#main |
Behavior
When triggered:
-
Extract intent:
- What is the Git reference? Accept a full HTTPS URL or an
owner/reposhorthand (resolved against github.com by default). - Is a specific branch, tag, or commit hash mentioned? Append as
#ref.
- What is the Git reference? Accept a full HTTPS URL or an
-
Resolve the reference:
Input form Example Resolved Full URL https://github.com/org/pkgused as-is Shorthand org/pkghttps://github.com/org/pkgShorthand + ref org/pkg#v1.2.0https://github.com/org/pkg#v1.2.0 -
Run the command:
# Install by full URL aiwg install https://github.com/owner/aiwg-package # Install by shorthand (github.com assumed) aiwg install owner/aiwg-package # Install a specific branch or tag aiwg install owner/aiwg-package#v2.0.0 -
Report the result inline — confirm the package name, version, and where its artifacts were deployed. Warn if the source does not appear to be a valid AIWG package.
Examples
Example 1: Install from a full GitHub URL
User: "install this addon from git: https://github.com/acme/aiwg-devtools"
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 · 112 lines · 15 tokens per session scan A ca1fffcdc0b1
install is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 15 tokens to every session and 973 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…