Borrowing it
Nothing to install: this file belongs to hosanxiv/kiasumiles. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/hosanxiv/kiasumiles/main/AGENTS.mdgit clone --depth 1 https://github.com/hosanxiv/kiasumilesWrote 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/instructions/hosanxiv/kiasumiles/agents-md)<a href="https://agentmods.dev/instructions/hosanxiv/kiasumiles/agents-md"><img src="https://agentmods.dev/badge/instructions/hosanxiv/kiasumiles/agents-md/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/instructions/hosanxiv/kiasumiles/agents-md"><img src="https://agentmods.dev/badge/instructions/hosanxiv/kiasumiles/agents-md.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 | $0.00284 | $0.00284 |
| Opus 5 | $0.00142 | $0.00142 |
| Sonnet 5 | $0.00057 | $0.00057 |
| Haiku 4.5 | $0.00028 | $0.00028 |
Grade A, and why
kiasumiles AGENTS.md 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.
What it actually says
Project
KiasuMiles is a hosted Python MCP service for Singapore credit-card miles recommendations. Keep lookup, merchant matching, and card ranking deterministic: no web calls from the recommendation path.
Architecture
kiasumiles/hosted.pyis the FastMCP adapter. Keep it thin.kiasumiles/tools.pycontains reusable tool handlers for Codex, tests, and future hosted ChatGPT Apps SDK adapters.kiasumiles/agent_contract.pyis the agent-facing contract: tool descriptions, accepted categories, and display rules.kiasumiles/engine/owns merchant matching and card ranking.kiasumiles/data/owns bundled CSV loading.
Commands
- Run tests with
.venv/bin/python -m pytest. - Run the hosted MCP server locally with
.venv/bin/kiasumiles-hosted. - Check packaging metadata with
.venv/bin/python -m pip show kiasumiles-mcp.
Agent Behavior
- Do not show users
card_id, MCC codes, or raw technical fields unless they ask for diagnostics. - Prefer
cap_summarywhen displaying recommendation caps. - If
wallet_configuredis false, ask which cards the user carries before giving a final recommendation. - Treat
routing_noteandlow_confidence_noteas user-visible caveats.
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 · 26 lines · 284 tokens per session scan A 584308ecb0bb
kiasumiles AGENTS.md is an instructions file published in the GitHub repository hosanxiv/kiasumiles (21 stars, last pushed today), licensed MIT. It adds 284 tokens to every session, about $0.0014 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 2026-08-30.
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