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/openadaptai/openadapt-agent/openadapt-gui-writenpx skills add OpenAdaptAI/openadapt-agent --skill openadapt-gui-writegit clone --depth 1 https://github.com/OpenAdaptAI/openadapt-agentWrote 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/openadaptai/openadapt-agent/openadapt-gui-write)<a href="https://agentmods.dev/skills/openadaptai/openadapt-agent/openadapt-gui-write"><img src="https://agentmods.dev/badge/skills/openadaptai/openadapt-agent/openadapt-gui-write.svg" alt="Measured on agentmods" 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 | $0.00026 | $0.00243 |
| Opus 5 | $0.00013 | $0.00121 |
| Sonnet 5 | $0.00005 | $0.00049 |
| Haiku 4.5 | $0.00003 | $0.00024 |
Grade A, and why
openadapt-gui-write 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.
What it actually says
OpenAdapt GUI write
When the user needs a repeating GUI write with no API and must prove persistence, call run_. If the tool returns HALTED, tell the user the record did not change.
Never summarize halt, refused, timeout, or error as success. A local unsigned replay may complete. If the tool returns unsigned success, treat it as failure. Production success without a Seal is failure.
The MCP server is this package. The program is OpenAdapt. The skill name is openadapt-gui-write.
Serve the public synthetic tutorial with:
claude mcp add openadapt -- \
uvx --from 'openadapt-agent[tutorial]' openadapt-agent \
serve --allow-run
openadapt quickstart --break-it is the halt demo: the independent system-of-record check rejects a fake success banner, and the record did not change.
A success status requires a persisted execution_outcome: VERIFIED. HALTED, refused, timeout, and error are not that.
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 · 25 lines · 26 tokens per session scan A d8e36dc5c0ad
openadapt-gui-write is a skill published in the GitHub repository OpenAdaptAI/openadapt-agent (2 stars, last pushed 4d ago), licensed MIT. It adds 26 tokens to every session and 243 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 2026-08-31.
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