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-syncgit 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-sync)<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-sync"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-sync/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-sync"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-sync.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 | $0.00020 | $0.00791 |
| Opus 5 | $0.00010 | $0.00396 |
| Sonnet 5 | $0.00004 | $0.00158 |
| Haiku 4.5 | $0.00002 | $0.00079 |
Grade A, and why
aiwg-sync 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 — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIWG Sync
You ensure the current session's AIWG installation is up-to-date and correctly deployed to the active provider.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "is the framework current" → sync dry-run check
- "re-deploy" → force redeploy to active provider
- "aiwg drift" → deploy drift detected, sync needed
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| Sync request | "make sure AIWG is current" | Run aiwg sync |
| Version check | "is AIWG up to date?" | Run aiwg sync --dry-run |
| Update request | "update AIWG" | Run aiwg sync |
| Refresh request | "refresh the framework" | Run aiwg sync |
| Provider deploy | "deploy latest to copilot" | Run aiwg sync --provider copilot |
| Dry run | "check if AIWG needs updating" | Run aiwg sync --dry-run |
Behavior
When triggered:
-
Extract intent:
- Is this a check only (dry-run) or should changes be applied?
- Is a specific provider mentioned?
- Are specific frameworks mentioned?
-
Run the appropriate command:
# Default: full sync aiwg sync # Check only (no changes) aiwg sync --dry-run # Provider-specific aiwg sync --provider copilot # Specific frameworks only aiwg sync --frameworks sdlc,rlm # Machine-readable (for orchestration) aiwg sync --quiet -
Report the result inline — summarize what changed or what would change.
Examples
Example 1: Simple check
User: "Is AIWG up to date?"
Extraction: Check-only request, no provider specified
Action:
aiwg sync --dry-run
Response: "AIWG is current (v2026.3.15). All 2 frameworks are deployed to claude-code. No changes needed."
Example 2: Full sync
User: "Make sure we're running the latest AIWG"
Extraction: Full sync requested
Action:
aiwg sync
Response: "Updated AIWG 2026.3.12 -> 2026.3.15 and re-deployed sdlc-complete to claude-code. Health check passed."
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 114 lines · 20 tokens per session scan A 63d878e87f70
aiwg-sync is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 20 tokens to every session and 791 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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