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 agentmods add skills/specter119/skills/msgraph-explorenpx skills add specter119/skills --skill msgraph-exploregit clone --depth 1 https://github.com/specter119/skillsWhat 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 | $0.00081 | $0.00318 |
| Opus 5 | $0.00041 | $0.00159 |
| Sonnet 5 | $0.00016 | $0.00064 |
| Haiku 4.5 | $0.00008 | $0.00032 |
Grade A, and why
msgraph-explore 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 yesterday.
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.
What it actually says
Microsoft Graph Explore
UTILITY SKILL — retrieves data from Microsoft Graph (SharePoint, OneDrive, OneNote). Read-only; no write/mutation operations.
Routing Boundaries
Should Route Here
- Search SharePoint / OneDrive content via Graph Search API
- Fetch or sync SharePoint files, drive folders
- Discover sites, notebooks, sections, pages
- Sync OneNote wiki pages to local Markdown
Should Not Route Here
- Sending emails or managing calendars
- Modifying / deleting any Microsoft Graph resources
- Outlook-specific operations
Execution Skeleton
- Ensure prerequisites are configured (see setup).
- Choose the right command by task type (see commands).
- Retrieve data; results are cached locally (see architecture).
Reference Map
- setup — Environment variables and permissions
- commands — All CLI commands with examples
- architecture — Script layout and cache structure
What ships with it
10 files 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.
- .env.example 723 B
- agents/openai.yaml 318 B
- evals/trigger_cases.yaml 1.6 KB
- references/architecture.md 811 B
- references/commands.md 2.7 KB
- references/setup.md 805 B
- reports/optimization-notes.md 455 B
- scripts/msgraph_auth.py 7.6 KB runs code
- scripts/msgraph_fetch.py 33 KB runs code
- scripts/msgraph_search.py 6.7 KB runs code
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.
- yesterday First seen · 41 lines · 81 tokens per session scan A dccca7b06331
msgraph-explore is a skill published in the GitHub repository specter119/skills (2 stars, last pushed 25d ago), licensed MIT. It adds 81 tokens to every session and 318 once invoked, about $0.0004 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 2026-08-31.
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