diff-risk-explainer SKILL.md skillC

diff-risk-explainer from topoteretes/cognee is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add topoteretes/cognee/diff-risk-explainer@git:20260821.c659c51

Pins git:20260821.c659c51 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 15 of 17 checks passed
Kind
SKILL.md skill
Repository
topoteretes/cognee
Path
examples/demos/feedback/skill_feedback_loop/skills/diff-risk-explainer/SKILL.md
Versions recorded
1
Latest version
git:20260821.c659c51, committed Aug 21, 2026
Size
134 bytes
Repository stars
33,092
License
Apache-2.0

Use to briefly explain small code diffs.

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

# diff-risk-explainer

Explain what changed in the diff. Keep it short.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add topoteretes/cognee/diff-risk-explainer@sha256:124329885ee2edf0

The line at the top of this page pins the label git:20260821.c659c51, 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_d2xfiqbteo352rlb.svg)](https://markdownregistry.com/a/art_d2xfiqbteo352rlb)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 21, 2026.

versioncommittedcommitsizeaudit
git:20260821.c659c51 latest2026-08-21 c659c51 134 BC view

Audit of the latest version

C  15 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • fail: Size between 200 bytes and 200 KB (134 bytes)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

topoteretes/cognee · 33,092 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d2xfiqbteo352rlb
GET https://markdownregistry.com/api/v1/resolve?ref=topoteretes/cognee/diff-risk-explainer
GET https://markdownregistry.com/api/v1/blob/124329885ee2edf08b8e7882d83ccbaf9425a80d4a581e6d555b05363839110c

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.

More from topoteretes/cognee

cognee-cli SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-cli/SKILL.md · Use when the user wants to drive cognee from the terminal with cognee-cli — remember/recall/forget/improve memory…
git:20261027.d35833c · audit A · 33,092 stars
cognee-community SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-community/SKILL.md · Use when the user needs something that ships outside cognee core — community database adapters (Qdrant, Milvus…
git:20260929.d802d12 · audit A · 33,092 stars
cognee-custom-graph-models SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-custom-graph-models/SKILL.md · Use when defining the shape of cognee's knowledge graph with graph_model= — writing DataPoint node classes, choosing…
git:20261009.200aa80 · audit A · 33,092 stars
cognee-custom-pipelines SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-custom-pipelines/SKILL.md · Use when building your own cognee processing — writing custom tasks, chaining them into a pipeline with…
git:20261015.e77d382 · audit A · 33,092 stars
cognee-docker SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-docker/SKILL.md · Use when the user wants to run cognee with Docker or docker compose — trying it out from the prebuilt image, starting…
git:20260929.d802d12 · audit A · 33,092 stars
cognee-forget SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-forget/SKILL.md · Use when removing data from cognee memory with forget() in the SDK, HTTP API, or CLI — finding which dataset and…
git:20261027.17a737c · audit A · 33,092 stars
cognee-improve-sessions SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-improve-sessions/SKILL.md · Use when working with cognee's session memory or improve() — storing conversation turns, agent traces and feedback with…
git:20261029.a4f73b2 · audit A · 33,092 stars
cognee-ingestion SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-ingestion/SKILL.md · Use when putting data into cognee memory with remember() — choosing inputs (text, files, folders, URLs, repos…
git:20261015.1509b06 · audit A · 33,092 stars
cognee-install SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-install/SKILL.md · Use when the user wants to install cognee and run their first remember → recall flow with the Python SDK — fresh setup…
git:20261015.8971ebe · audit A · 33,092 stars
cognee-integrations SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-integrations/SKILL.md · Use when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure…
git:20261027.17a737c · audit A · 33,092 stars
cognee-migrations SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-migrations/SKILL.md · Use when dealing with cognee database migrations — understanding when they run automatically, checking or repairing…
git:20261018.6286687 · audit A · 33,092 stars
cognee-performance SKILL.md skill
topoteretes/cognee · .agents/skills/cognee-performance/SKILL.md · Use when cognee is slow, expensive, or hitting rate limits — speeding up or throttling ingestion (remember/cognify…
git:20261014.421002d · audit A · 33,092 stars

Every file in topoteretes/cognee

Browse by kind, by grade C, or by owner.