django-perf-review SKILL.md skillA

django-perf-review from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add outlinedriven/outline-driven-development/django-perf-review@git:20260905.1f63894

Pins git:20260905.1f63894 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
outlinedriven/outline-driven-development
Path
.devin/skills/django-perf-review/SKILL.md
Versions recorded
2
Latest version
git:20260905.1f63894, committed Sep 5, 2026
First version recorded
Sep 2, 2026
Size
5,800 bytes
Repository stars
55
License
Apache-2.0

Use when reviewing Django performance, N+1 queries, or queryset behavior. Not for authorization or IDOR review: use django-access-review. No source or remote-system changes.

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

# Django performance review

## Contract

| Field | Bound contract |
|---|---|
| Trigger | User asks to review Django performance, find N+1 queries, optimize Django, or check queryset performance. |
| Authority | Read-only. No file, VCS, credential, paid, published, deployed, or remote mutation. Fixes are reported, never applied. |
| Side effect | Chat output only: reports validated Django performance issues. |
| Done | Report with validated N+1/ORM/queryset issues; severity matches impact; zero false positives. |

## Inputs

Required: read access to the Django codebase under review (models, managers, querysets, views, DRF viewsets/serializers, signals, template tags).
Optional: the specific app or module paths to bound scope; a running app or test suite for query-count confirmation; Django settings/INSTALLED_APPS for app discovery.

## Procedure

1. Bound scope to the app or module paths the user named. If none named, ask once for the scope before scanning. Do not edit files. **Done when:** scope is named and bounded.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add outlinedriven/outline-driven-development/django-perf-review@sha256:0881bbfc73d277d7

The line at the top of this page pins the label git:20260905.1f63894, 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_gkwljadypohs3ypw.svg)](https://markdownregistry.com/a/art_gkwljadypohs3ypw)

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

Versions

The registry has recorded 2 versions of this file, between Sep 2, 2026 and Sep 5, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260905.1f63894 latest2026-09-05 1f63894 5,800 BA view · diff
git:20260902.1fe14a32026-09-02 1fe14a3 5,886 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 (5800 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

outlinedriven/outline-driven-development · 55 stars · license Apache-2.0 · pushed 2026-09-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gkwljadypohs3ypw
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/django-perf-review
GET https://markdownregistry.com/api/v1/blob/0881bbfc73d277d7dc692d29e30c3b47dbfdd5580667d234c0abd3f75e4d4bad

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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