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 sessiongit 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/session)<a href="https://agentmods.dev/skills/jmagly/aiwg/session"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/session/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/session"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/session.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 | $0.00024 | $0.00940 |
| Opus 5 | $0.00012 | $0.00470 |
| Sonnet 5 | $0.00005 | $0.00188 |
| Haiku 4.5 | $0.00002 | $0.00094 |
Grade A, and why
session 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 3d 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 — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AIWG Session
Start a fully-prepared agentic session. Pre-flight checks run automatically: version currency, health diagnostics, and deployment verification. Issues are auto-repaired before launch. Pass mcp to inject configured MCP servers into the provider config first.
For past conversations, cross-provider timelines, or catalog queries, use
aiwg show skill session-explore. The plural aiwg sessions namespace manages
history; this skill launches a new provider session.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "start a session" →
aiwg session - "launch claude" →
aiwg session --provider claude - "start with mcp" →
aiwg session mcp - "start fresh" →
aiwg session(triggers full pre-flight) - "launch codex" →
aiwg session --provider codex
Trigger Patterns Reference
| Pattern | Example | Action |
|---|---|---|
| Default launch | "start a session" | aiwg session |
| Explicit provider | "launch with codex" | aiwg session --provider codex |
| With MCP | "start with my MCP servers" | aiwg session mcp |
| MCP + provider | "launch cursor with MCPs" | aiwg session mcp --provider cursor |
| Skip repair | "just launch, skip checks" | aiwg session --no-repair |
Behavior
When triggered:
-
Resolve provider:
--providerflag → project configproviders[0]→ user config →claude -
Pre-flight (auto-repair enabled by default):
- Version check — updates aiwg if stale
- Health check (
aiwg doctor) — auto-repairs fixable issues - Deployment check — redeploys missing framework files
- If repair fails: offers full reinstall + redeploy
- If unresolvable: surfaces
aiwg feedback --type bug
-
MCP inject (when
mcpsubcommand is used):aiwg mcp inject --provider <provider> -
Launch:
- Spawnable providers (claude, codex, opencode): launches the binary directly
- IDE providers (cursor, windsurf, copilot, factory, warp): prints ready instructions
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.
- 3d ago Changed · +3 lines d7a482179ea6
- 7d ago First seen · 119 lines · 24 tokens per session scan A 1397dd3021bb
session is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 24 tokens to every session and 940 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 2026-09-05.
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