Pinvou/pinvou-agent is an open-source desktop workspace where an AI agent helps with work, visual design, and software development. People use it to work with files and knowledge, create editable visual artifacts, connect coding agents to projects, and extend the workspace with tools, MCP servers, skills, and workflows; the catalogue skills add capabilities to that environment.
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 Pinvou/pinvou-agent --skill ima-skillsgit clone --depth 1 https://github.com/Pinvou/pinvou-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/pinvou/pinvou-agent/ima-skills)<a href="https://agentmods.dev/skills/pinvou/pinvou-agent/ima-skills"><img src="https://agentmods.dev/badge/skills/pinvou/pinvou-agent/ima-skills/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/pinvou/pinvou-agent/ima-skills"><img src="https://agentmods.dev/badge/skills/pinvou/pinvou-agent/ima-skills.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 Excessive Agency · line 16 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Rogue Agent · line 16 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.
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 | $0.00030 | $0.00609 |
| Opus 5 | $0.00015 | $0.00304 |
| Sonnet 5 | $0.00006 | $0.00122 |
| Haiku 4.5 | $0.00003 | $0.00061 |
Grade A, and why
ima-skills 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 2d 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 — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.
腾讯 ima OpenAPI
Use this skill when the user asks to search, read, create, append, import (web page import), or organize content in Tencent IMA notes or IMA knowledge bases.
Credential Rules
Pinvou stores IMA credentials in the local system credential store. The native ima_openapi tool reads them only when it sends a request to the fixed official endpoint.
Do not ask the user to paste credentials into the chat. Do not write credentials to ~/.config/ima, repository files, logs, notes, or artifacts.
Do not probe credentials with shell commands, environment inspection, local files, or ad-hoc network requests. Never pass a host, URL, Client ID, API Key, or HTTP header as tool input.
To verify access or perform any IMA operation, call ima_openapi. If it reports missing credentials, tell the user to connect "腾讯 ima" from the Pinvou Plugin Center.
Module Routing
Read the relevant child instruction before operating:
- Notes: read
notes/SKILL.mdfor note search, list, read, create, or append. - Knowledge base: read
knowledge-base/SKILL.mdfor knowledge-base search, browsing, URL import, add note to knowledge base, or get media info. - Cross-module tasks: read both child instructions before acting.
Native Tool
All calls go through Pinvou's native ima_openapi tool. Pass only an allowlisted api_path and a JSON object in body:
{
"api_path": "openapi/wiki/v1/search_knowledge_base",
"body": {"query": "", "cursor": "", "limit": 20}
}
The tool sends POST JSON requests only to https://ima.qq.com, applies a response-size limit, and does not expose credentials to the model or subprocesses.
Always parse the response JSON. IMA business success uses code: 0; for any non-zero business code, show the returned msg to the user without exposing credentials or internal headers.
Safety
- Never expose
knowledge_base_id,media_id,folder_id,note_id, Client ID, API Key, or HTTP headers unless the user explicitly needs a technical debug artifact and credentials are redacted. - Ask before irreversible writes when the target note or knowledge base is ambiguous.
- For note writes, validate UTF-8 text and filter local image references.
- Local file upload is not an
ima_openapicapability: only web page import viaimport_urlsand collecting existing notes viaadd_knowledgeare supported. Do not promise the user that local files can be uploaded.
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.
- 2d ago Changed 178607c37771
- 11d ago First seen · 51 lines · 30 tokens per session scan A 7cd89ee56dab
ima-skills is a skill published in the GitHub repository Pinvou/pinvou-agent (1,837 stars, last pushed today), licensed MIT. It adds 30 tokens to every session and 609 once invoked, about $0.0002 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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