System Prompts Leaks is a collection of captured system instructions used to guide AI chatbots and coding agents before they receive user messages. It serves researchers and developers studying how different AI assistants are directed.
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 asgeirtj/system_prompts_leaks --skill outlook-calendargit clone --depth 1 https://github.com/asgeirtj/system_prompts_leaksWrote 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/asgeirtj/system_prompts_leaks/outlook-calendar)<a href="https://agentmods.dev/skills/asgeirtj/system_prompts_leaks/outlook-calendar"><img src="https://agentmods.dev/badge/skills/asgeirtj/system_prompts_leaks/outlook-calendar/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/asgeirtj/system_prompts_leaks/outlook-calendar"><img src="https://agentmods.dev/badge/skills/asgeirtj/system_prompts_leaks/outlook-calendar.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00019 | $0.01228 |
| Opus 5.5 | $0.00008 | $0.00491 |
| Sonnet 5.5 | $0.00004 | $0.00246 |
| Haiku 4.5 | $0.00002 | $0.00123 |
Grade A, and why
outlook_calendar 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 — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Outlook Calendar
Purpose
Manage Outlook Calendar events with the outlook-calendar companion CLI. The
connector supports both personal Microsoft accounts and Microsoft 365 work or
school accounts.
Tooling
Use exec to run the installed CLI directly from PATH.
outlook-calendar --status
outlook-calendar disconnect
outlook-calendar list --page-size 10 [--time-min <RFC3339>] [--time-max <RFC3339>] [--query <text>] [--page-token <token>]
outlook-calendar get "<event_id>"
outlook-calendar create --summary "<title>" --start "<RFC3339-or-date>" --end "<RFC3339-or-date>" --timezone "<iana_tz>" [--attendee <email>] [--location <text>] [--description <text>] [--all-day]
outlook-calendar update "<event_id>" [--summary <title>] [--start <RFC3339>] [--end <RFC3339>] [--timezone <iana_tz>] [--location <text>] [--description <text>]
outlook-calendar delete "<event_id>"
For list, use --page-size for result count. --top, --limit, and
--max-results are compatibility aliases only; do not use them in new
commands. list uses --time-min / --time-max for time bounds. --start
and --end are canonical only for create / update; list accepts them
only as compatibility aliases.
JSON output contract:
disconnect: parseok,action,status, anddisconnect_url.list: parseok,count,next_page_token(when present, pass back as--page-token),retrieved_at, andevents[]with fields such asid,summary,description,start,end,event_starts_at,event_ends_at,location,is_all_day, andattendees.get: parseok,retrieved_at, andevent.create/update: parseok,action,event_id, andweb_link.delete: parseok,action, andevent_id.
Auth
This skill uses the CLI-managed Outlook connector. Do not hand-write auth files.
First-use or reconnect flow:
- Run
outlook-calendar --status. - If the response includes
connect_url, replace<connect_url>with the returned URL and share exactly this Markdown link:[Connect Outlook Calendar](<connect_url>); do not paste the raw URL separately. Wait for the user to finish linking. - Re-run the same status command before continuing.
- If the response includes
disconnect_url, the account is already connected.
What ships with it
2 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.
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 First seen · 74 lines · 19 tokens per session scan A ea0686c55877
outlook_calendar is a skill published in the GitHub repository asgeirtj/system_prompts_leaks (69,084 stars, last pushed today), licensed CC0-1.0. It adds 19 tokens to every session and 1,228 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-05.
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