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-initgit 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-init)<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-init"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-init/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-init"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 Agent Snooping · line 125 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00026 | $0.01091 |
| Opus 5 | $0.00013 | $0.00545 |
| Sonnet 5 | $0.00005 | $0.00218 |
| Haiku 4.5 | $0.00003 | $0.00109 |
Grade A, and why
aiwg-init 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 — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Init
You initialise AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider registry entries and custom script definitions.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "aiwg init" → run with defaults or interactively
- "add aiwg config" → create
.aiwg/aiwg.config - "set up providers" → interactive provider selection
- "register my scripts" → interactive script registration
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| Default init | "aiwg init" | Run aiwg init with defaults |
| Interactive | "init aiwg interactively" | Run aiwg init --interactive |
| Provider flag | "init aiwg for copilot" | Run aiwg init --provider copilot |
| Config check | "do I have an aiwg config?" | Read .aiwg/aiwg.config |
Behavior
When triggered:
-
Distinguish from
new:initadds AIWG configuration to an existing project — it does not create a new project directory or the full.aiwg/subdirectory tree.- If the project has no
.aiwg/directory at all, suggestaiwg new .instead.
-
Extract arguments:
- Is
--interactiverequested? If so, ask which providers to configure and which scripts to register. - Is a specific
--providergiven? Pre-fill that entry in the registry. - Is
--interactiveabsent? Write a minimal config with the detected provider.
- Is
-
Run the appropriate command:
# Default: write minimal config, auto-detect provider aiwg init # Interactive: guided wizard for providers and scripts aiwg init --interactive # Pre-configure a specific provider aiwg init --provider copilot -
What the command creates —
.aiwg/aiwg.configwith:providersblock: list of configured provider names and their deploy pathsscriptsblock: named shell commands for use withaiwg run- Metadata: version, created timestamp
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 · 126 lines · 26 tokens per session scan A 40f339da261a
aiwg-init is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 26 tokens to every session and 1,091 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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Use to bridge a confirmed Superpowers/native plan into PACEflow CHG/HOTFIX artifacts, create artifact-writer prompts, and mark the specific plan as synced.
task-copilot
Use when work should be tracked with tc, including creating PRDs, tasks, handoffs, logs, and work products, or when preserving detailed outputs outside the chat context.