MiMoCode is a terminal-based AI coding assistant that reads and writes code, runs commands, manages Git, and remembers project context across sessions. Developers use it to work with software projects through a command-line interface and connect it to language-model providers; the catalogue includes skills and instructions for it.
Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/XiaomiMiMo/MiMo-Codenpx agentmods add skills/xiaomimimo/mimo-code/find-key-internal-sourcesWrote 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/xiaomimimo/mimo-code/find-key-internal-sources)<a href="https://agentmods.dev/skills/xiaomimimo/mimo-code/find-key-internal-sources"><img src="https://agentmods.dev/badge/skills/xiaomimimo/mimo-code/find-key-internal-sources/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/xiaomimimo/mimo-code/find-key-internal-sources"><img src="https://agentmods.dev/badge/skills/xiaomimimo/mimo-code/find-key-internal-sources.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 12 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00097 | $0.02240 |
| Opus 5 | $0.00048 | $0.01120 |
| Sonnet 5 | $0.00019 | $0.00448 |
| Haiku 4.5 | $0.00010 | $0.00224 |
Grade A, and why
find-key-internal-sources 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 5d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- find-key-internal-sources — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Find Key Internal Sources
Find the smallest reliable internal route that helps a seller get an answer or unblock work: the right people, maintained docs, public channels, decision forums, and escalation paths. The default output is a quick, evidence-backed routing map plus a draft-ready first ask. This workflow is read-only and never posts, assigns, or updates systems.
Common Skill Instructions
MANDATORY: If not already in context, read and adhere closely to plugins/sales/skills/index/SKILL.md## Cross-Skill Best Practices.
Key Dependency Categories
Use only the categories needed for the selected route; do not fan out across every source by default.
- ~~Knowledge & Files for maintained source-of-truth pages, owner metadata, wikis, field guides, playbooks, FAQs, runbooks, launch docs, and decision records
- ~~Internal Messaging for public channels, channel topics, threads, active contributors, escalation routes, support channels, and decision forums
- ~~CRM for customer or account identity, ownership, opportunity context, and CRM-visible blockers that clarify an account-specific question
Prefer canonical ownership and source-of-truth material over chat mentions. ~~CRM can resolve account truth, but it does not by itself prove who owns the internal answer.
Reference Loading
SKILL.md owns the normal route selection, bounded search, ranking, and output map. Load references only when their extra detail matters:
- Use references/search-patterns.md when query fan-out, compound facets, source-specific search, or stopping rules need more detail.
- Use references/company-context.md only after the generic pass, when user-provided or connector-visible terminology is likely to change the route.
Terms
- Source-of-truth page: the maintained doc, wiki, tracker, or page that should be treated as the most authoritative answer source.
- DRI: directly responsible individual, the person accountable for a topic, decision, or follow-through.
- SME: subject matter expert, someone with practical depth on the topic even if they are not the accountable owner.
- Decision forum: the recurring meeting, channel, doc, or group where tradeoffs and approvals are handled.
What ships with it
3 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.
- 5d ago First seen · 160 lines · 97 tokens per session scan A b63612463f88
find-key-internal-sources is a skill published in the GitHub repository XiaomiMiMo/MiMo-Code (12,961 stars, last pushed yesterday), licensed MIT. It adds 97 tokens to every session and 2,240 once invoked, about $0.0005 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 2026-09-03.
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