agentskillexchange/skills · skills/add-graph-backed-memory-and-context-retrieval-to-agent-workflows/SKILL.md

Add graph-backed memory and context retrieval to agent workflows skillA

Add graph-backed memory and context retrieval to agent workflows is agent-read markdown (skill) from agentskillexchange/skills: Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows..

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.

How to install

Latest version
mdr add agentskillexchange/skills/Add graph-backed memory and context retrieval to agent workflows@git:20260723.dca7dff
Exact content
mdr add agentskillexchange/skills/Add graph-backed memory and context retrieval to agent workflows@sha256:2c5cdd50e436be81

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 badge

[![mdr](https://markdownregistry.com/badge/art_whji2ooekp4rpbfk.svg)](https://markdownregistry.com/a/art_whji2ooekp4rpbfk)

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Versions

versioncommittedcommitsizeaudit
git:20260723.dca7dff latest2026-07-23 dca7dff 1,579 BA view · diff
git:20260710.62afd0f2026-07-10 62afd0f 1,765 BA view · diff
git:20260710.29255102026-07-10 2925510 1,683 BB view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (1579 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

agentskillexchange/skills · 40 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_whji2ooekp4rpbfk
GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Add graph-backed memory and context retrieval to agent workflows
GET https://markdownregistry.com/api/v1/blob/2c5cdd50e436be818bdcd9356f94c5f5c19d86bc40612e37a7434294e39cc899

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.