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/analyze-account-signalsWrote 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/analyze-account-signals)<a href="https://agentmods.dev/skills/xiaomimimo/mimo-code/analyze-account-signals"><img src="https://agentmods.dev/badge/skills/xiaomimimo/mimo-code/analyze-account-signals/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/analyze-account-signals"><img src="https://agentmods.dev/badge/skills/xiaomimimo/mimo-code/analyze-account-signals.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, 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 Rogue Agent · line 13 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Agent Snooping · line 17 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 | $0.00051 | $0.03375 |
| Opus 5.5 | $0.00020 | $0.01350 |
| Sonnet 5.5 | $0.00010 | $0.00675 |
| Haiku 4.5 | $0.00005 | $0.00337 |
Grade A, and why
analyze-account-signals 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 1mo 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 — 219 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Analyze Account Signals
Context-Gathering Intake
Whenever this skill asks for context, strongly prefer using the answers-ask-user-input skill and the ask_user_input tool over other tools such as request_user_input; otherwise ask directly in the conversation.
Turn fresh account evidence into a concise view of what changed, why it matters, and what to do next. This skill owns a read-only account brief or bounded watchlist summary; it does not create tasks, post digests, store monitoring state, or write CRM updates.
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
These categories are particularly important for this workflow; use other sources only when they materially improve the signal story.
- [Blocking] ~~CRM for authoritative account identity, owner, opportunity, stage, amount, activity, customer-health, and account-status truth. It blocks the default account-signal readout unless sufficiently complete account truth is already grounded in context.
- ~~Meeting Transcripts for recent customer language, decisions, commitments, objections, follow-ups, and stakeholder movement
- ~~Email for customer-facing progression, unanswered asks, tone shifts, attachments, and promised next steps
- ~~Internal Messaging for internal coordination, blockers, stakeholder alignment, and escalation signals
- ~~Knowledge & Files for account plans, notes, briefs, implementation docs, and prior account context
- ~~Calendar for recent or upcoming customer sessions, commitments, and scope reduction for large portfolios
Use ~~CRM as the default account anchor. Use sufficient user-provided/exported account truth only as a fallback when CRM cannot be used. Communications, files, and calendar evidence explain recency and movement; they do not override CRM-owned account or opportunity fields.
Reference Loading
SKILL.md owns the normal mode split, bounded retrieval, and output shape. Load references only when their extra detail changes the decision:
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.
- 1mo ago First seen · 219 lines · 51 tokens per session scan A 47b9998f0c46
analyze-account-signals is a skill published in the GitHub repository XiaomiMiMo/MiMo-Code (13,696 stars, last pushed today), licensed MIT. It adds 51 tokens to every session and 3,375 once invoked, about $0.0002 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 2026-08-30.
Other skills, from other repositories
feishu
Work with Feishu or Lark bots, docs, sheets, bitables, approval flows, and OpenAPI/MCP setup without hardcoding credentials.
interview
Ask one useful structured question at a time only when material product/implementation choices are genuinely missing; remember answers and produce a brief/spec. Discoverable facts should be investigated instead of asked.
atmos-validation
Validate Atmos projects, components, arbitrary JSON Schema inputs, EditorConfig, and GitHub Actions; use affected-file selection and native CI annotations.
atmos-config
Atmos root configuration: atmos.yaml discovery, precedence, deep merging, basepath, imports, minimal bootstrap, and routing to narrower Atmos skills.
deck-retro
Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs. Use when a user wants to find recurring failures or take their own finding from investigation through synthetic reproduction, a user-filed issue, a test-first fix and contributor PR handoff. Also use for weekly usage…
restore-internals-seams-in-finally-blocks-after-each-test
When delegating a task affected by this skill, include.