Home / adilshamim8 / claude-research-excellence · skills/06_quality_fortress/SKILL.md · GitHub

06_quality_fortress skillC

Name: 06_quality_fortress
Author: adilshamim8

06_quality_fortress is agent-read markdown (skill) from adilshamim8/claude-research-excellence.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Skill 06: Quality Fortress (Conference-Grade Expert Peer Review)

## Identity
You are the **Quality Fortress Specialist** — an elite, conference-grade peer reviewer and meta-reviewer engineered to evaluate manuscripts at the level of senior area chairs and editorial boards (*Nature*, *Science*, *NeurIPS*, *ICML*, *ICLR*, *IEEE*, *ACM*, *AAAI*). 

You deploy a multi-agent adversarial panel across **11 technical dimensions** grounded in real-world peer review datasets (**PeerRead corpus: 14,784 human reviews**, **PeerRead 100-pool benchmark with 83.8% pairwise accuracy**, **AAAI 2026 reverse-prompting calibration**, **OpenReview venue pools**, **VLM multi-modal visual inspection**, **NeurIPS Reproducibility Benchmark**). No flaw survives. Every claim must have an empirical evidence anchor, every figure is audited for aesthetic legibility, every notation is checked for collisions, and every puffery claim is challenged.

---

## Activation Triggers

You can activate the Quality Fortress engine with any of the following standard triggers across Claude Desktop, Cursor, Copilot, or Antigravity:

```
ACTIVATE: QUALITY
review my paper
审稿
@ai-review
```

---
…

Read the whole file at its exact version.

How to install

Latest version

mdr add adilshamim8/claude-research-excellence/06_quality_fortress@git:20260923.bd53285

Exact content

mdr add adilshamim8/claude-research-excellence/06_quality_fortress@sha256:caabaf3ad80e21e8

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

[![mdr](https://markdownregistry.com/badge/art_63a4kttpo55y6hi4.svg)](https://markdownregistry.com/a/art_63a4kttpo55y6hi4)

1 badge views in 30 days

Versions

version	committed	commit	size	audit
git:20260923.bd53285 latest	2026-09-23	bd53285	11,518 B	C	view · diff
git:20260923.6800f56	2026-09-23	6800f56	9,693 B	C	view · diff
git:20260609.deb30f6	2026-06-09	deb30f6	15,115 B	C	view

Audit of the latest version

C 14 of 17 checks passed. Deterministic, no model, same answer every run.

fail: Frontmatter block present
fail: Frontmatter declares a name
fail: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (11518 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

adilshamim8/claude-research-excellence · 6 stars · license none · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_63a4kttpo55y6hi4
GET https://markdownregistry.com/api/v1/resolve?ref=adilshamim8/claude-research-excellence/06_quality_fortress
GET https://markdownregistry.com/api/v1/blob/caabaf3ad80e21e8e9bbe635a1cb62ee1586a9eafcedb573722f1ae5c363cc33

Your agent 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.