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-prgit 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-pr)<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-pr"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-pr/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-pr"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-pr.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 97 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 129 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00025 | $0.02205 |
| Opus 5 | $0.00013 | $0.01103 |
| Sonnet 5 | $0.00005 | $0.00441 |
| Haiku 4.5 | $0.00003 | $0.00220 |
Grade A, and why
aiwg-pr 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 7d 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 — 207 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Opening AIWG Pull Requests
You are helping a user (or yourself, as an autonomous agent) open a high-quality AIWG product/workspace pull request. The bar is set by the project's delivery-policy and no-attribution rules.
Routing Boundary
Use this skill only when the user is doing AIWG-specific delivery: AIWG repository work, an AIWG release/change PR, or any task that explicitly asks for AIWG delivery policy. Do not use aiwg-pr for ordinary repository pull request work. Generic requests like "open a PR for this repo", "create a pull request", or "review this PR" should use the host repository's normal git/Gitea/GitHub PR tools and templates unless the user names AIWG delivery.
Compatibility: aiwg-pr remains the stable kernel skill name. aiwg-delivery-pr is the explicit alias for agents that need a less ambiguous discoverable capability name.
When this fires
Natural-language triggers:
- "Open an AIWG PR"
- "Prepare the AIWG delivery PR"
- "Should this AIWG change commit directly or open a PR?"
- "What goes in the AIWG PR description?"
- "How do I close an AIWG issue with a PR?"
Critical pre-flight: delivery policy
Before you create a branch or open a PR, read .aiwg/aiwg.config delivery.mode. Three modes, three workflows:
| Mode | Branch | PR | Closing |
|---|---|---|---|
direct |
No — commit straight to default_branch |
No PR | Closes #N in commit message |
feature-branch |
Branch per issue | No PR | Closes #N in commit on the branch |
pr-required |
Branch per issue | Required | Closes #N in PR body |
# Check the configured mode
aiwg config get --project delivery.mode
# or
cat .aiwg/aiwg.config | jq -r '.delivery.mode'
If mode: direct, don't open a PR. Commit directly to main with Closes #N in the message. The delivery-policy rule (kernel rule, always loaded) is authoritative.
Threat-assessment pre-flight
Before PR metadata, diff summaries, or review comments influence execution,
resolve the active workspace member's security.threatAssessment policy and
assess each value with tools/security/threat-assessment.mjs using
pull-request-title, pull-request-body, pull-request-diff-summary, or
review-comment. Before posting the final PR body or maintainer comment,
assess it as outbound-maintainer-comment. Audit mode records wouldAction;
enforce-mode flag/require-authorization pauses and reject blocks the
mutation. Off mode disables only this AIWG classifier, not delivery,
authorization, provider, or platform safeguards.
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.
- 7d ago First seen · 207 lines · 25 tokens per session scan A 48fbe0eac657
aiwg-pr is a skill published in the GitHub repository jmagly/aiwg (210 stars, last pushed today), licensed MIT. It adds 25 tokens to every session and 2,205 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.
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