qveris SKILL.md skillA

qveris from qverisai/qveris-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qverisai/qveris-agent-toolkit/qveris@git:20260915.c74b6f3

Pins git:20260915.c74b6f3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
qverisai/qveris-agent-toolkit
Path
skills/qveris/SKILL.md
Versions recorded
6
Latest version
git:20260915.c74b6f3, committed Sep 15, 2026
First version recorded
May 12, 2026
Size
8,946 bytes
Repository stars
264
License
MIT

Access third-party professional data and tools through QVeris: find services, review supported scope when needed, call them, and generate production REST code. Use when existing tools are insufficient, a provider is unknown, comparison or fallback is needed, or the user requests QVeris.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

For more detailed discovery query formulation, tool selection criteria, parameter handling, and error recovery, see the [Agent Guidelines](https://github.com/QVerisAI/qveris-agent-toolkit/blob/main/agent/GUIDELINES.md).

## When to use QVeris

Choose among connected tools and QVeris using task fit, data quality/freshness, cost, user constraints, and call overhead. Use QVeris when at least one of these is true:

- the current environment lacks the required capability or live/structured data source;
- the correct provider or API is not known in advance;
- the task benefits from comparing providers on relevance, schema, quality, latency, or cost;
- the preferred provider is unavailable or fails and a fallback is needed;
- the user explicitly asks to discover or call a capability through QVeris.

Local computation and transformations do not need QVeris. For qualitative pages, tutorials, or factual browsing, use an available browsing tool unless structured API data or provider routing is required.

When external functionality is needed, follow this two-phase workflow. Discover, Inspect, Probe, and Call are independent protocol actions, not four mandatory steps.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qverisai/qveris-agent-toolkit/qveris@sha256:41aa07eda6bee4ef

The line at the top of this page pins the label git:20260915.c74b6f3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tdtvtpby4f4jo73m.svg)](https://markdownregistry.com/a/art_tdtvtpby4f4jo73m)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between May 12, 2026 and Sep 15, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20260915.c74b6f3 latest2026-09-15 c74b6f3 8,946 BA view · diff
git:20260909.5a309ab2026-09-09 5a309ab 8,916 BA view · diff
git:20260907.5a5de762026-09-07 5a5de76 8,501 BA view · diff
git:20260714.57606332026-07-14 5760633 5,538 BA view · diff
git:20260714.68cd4c02026-07-14 68cd4c0 5,468 BA view · diff
git:20260512.0487ad92026-05-12 0487ad9 5,532 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8946 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

qverisai/qveris-agent-toolkit · 264 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tdtvtpby4f4jo73m
GET https://markdownregistry.com/api/v1/resolve?ref=qverisai/qveris-agent-toolkit/qveris
GET https://markdownregistry.com/api/v1/blob/41aa07eda6bee4efbc44fb44bad5ddf6d9425d9d1b3fd164c2a4775083922c91

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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