memory-research SKILL.md skillA

memory-research from basicmachines-co/basic-memory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add basicmachines-co/basic-memory/memory-research@git:20261029.bde8034

Pins git:20261029.bde8034 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
basicmachines-co/basic-memory
Path
skills/memory-research/SKILL.md
Versions recorded
9
Latest version
git:20261029.bde8034, committed Oct 29, 2026
First version recorded
May 30, 2026
Size
8,786 bytes
Repository stars
4,501
License
AGPL-3.0

Research an external subject on the web and synthesize it into a structured Basic Memory note. Use when asked to research a company, person, technology, or topic, or given a bare name or URL.

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

# Memory Research

Research an external subject, synthesize what you find, and create a structured Basic Memory entity — with the user's approval.

## Project scope

If the project is unknown, discover it with `bm_project(command="list")`.
Pass a nonempty `project` on every note, folder, context and schema call, even
with one project or a qualified `memory://` URL. Use the chosen project's name,
`workspace/project`, or external ID; `<project>` below is a placeholder for it.
Recent activity also requires `project`. Search accepts `project` for one
project, `projects` for selected projects, or `all_projects=True` explicitly.
Discovery and bundled manuals need no project. Keep the same scope when following
returned paths, paginating, or recovering from a refusal.

## Workflow

### Step 1: Web Research

Basic Memory does not include a web search tool. If this host already has one, use it. If it does not, the user can add any web search tool or MCP server, for example [Parallel Search MCP](https://docs.parallel.ai/integrations/mcp/search-mcp). Search queries go to that provider, so keep private note content out of them. Still ask before saving a note.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add basicmachines-co/basic-memory/memory-research@sha256:dd2cdb9a70890636

The line at the top of this page pins the label git:20261029.bde8034, 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_asg2pzfmrtdx7tuj.svg)](https://markdownregistry.com/a/art_asg2pzfmrtdx7tuj)

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

Versions

The registry has recorded 9 versions of this file, between May 30, 2026 and Oct 29, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20261029.bde8034 latest2026-10-29 bde8034 8,786 BA view · diff
git:20261024.3d433fd2026-10-24 3d433fd 8,024 BA view · diff
git:20261014.2f8530d2026-10-14 2f8530d 8,044 BA view · diff
git:20261012.373ec2e2026-10-12 373ec2e 7,707 BA view · diff
git:20260929.e9a89af2026-09-29 e9a89af 7,764 BA view · diff
git:20260929.4043eed2026-09-29 4043eed 8,071 BA view · diff
git:20260929.6b787632026-09-29 6b78763 8,053 BA view · diff
git:20260929.ddf7ff02026-09-29 ddf7ff0 8,043 BA view · diff
git:20260530.5365f972026-05-30 5365f97 7,716 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 (8786 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

basicmachines-co/basic-memory · 4,501 stars · license AGPL-3.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_asg2pzfmrtdx7tuj
GET https://markdownregistry.com/api/v1/resolve?ref=basicmachines-co/basic-memory/memory-research
GET https://markdownregistry.com/api/v1/blob/dd2cdb9a7089063670123fe83efda851d9c9382126714a2f183e9be8e6f2a6db

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 basicmachines-co/basic-memory

adversarial-review SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/adversarial-review/SKILL.md · Cross-vendor adversarial code review of the current branch. Two different model families (Claude + Codex/GPT) review…
git:20260530.4ea03d2 · audit A · 4,501 stars
cmux-markdown SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/cmux-markdown/SKILL.md · Open markdown files in a formatted viewer panel with live reload. Use when you need to display plans, documentation, or…
git:20260823.9007836 · audit A · 4,501 stars
cmux-settings SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/cmux-settings/SKILL.md · View and edit cmux settings in ~/.config/cmux/cmux.json. Use when the user wants to change cmux preferences…
git:20260823.9007836 · audit A · 4,501 stars
cmux-workspace SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/cmux-workspace/SKILL.md · Work inside the current cmux workspace and terminal. Use for cmux workspace, current workspace, caller surface, panes…
git:20260823.9007836 · audit B · 4,501 stars
cmux SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/cmux/SKILL.md · End-user control of cmux topology and routing (windows, workspaces, panes/surfaces, focus, moves, reorder, identify…
git:20260823.9007836 · audit A · 4,501 stars
code-review SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/code-review/SKILL.md · Use when reviewing Basic Machines code for house style, architecture risk, pre-merge hardening, or whether a change…
git:20260609.03ba268 · audit A · 4,501 stars
fix-pr-issues SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/fix-pr-issues/SKILL.md · Use when addressing Basic Memory pull request feedback, failed checks, or Codex review blockers, then re-running the…
git:20260718.85ce762 · audit A · 4,501 stars
infographics SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/infographics/SKILL.md · Use when generating Basic Memory PR, changelog, release, or weekly images from Codex.
git:20260610.93494b8 · audit A · 4,501 stars
instrumentation SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/instrumentation/SKILL.md · Add Pydantic Logfire observability to applications. Use this skill whenever the user asks to "add logfire", "instrument…
git:20260408.d7f3f6a · audit A · 4,501 stars
pr-create SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/pr-create/SKILL.md · Use when explicitly creating or updating a Basic Memory pull request. This compatibility entry point delegates the full…
git:20260718.85ce762 · audit A · 4,501 stars
pr-description SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/pr-description/SKILL.md · Use when opening or updating a GitHub PR - writes a detailed PR description that explains what changed, why it changed…
git:20260718.85ce762 · audit A · 4,501 stars
pr-review-loop SKILL.md skill
basicmachines-co/basic-memory · .agents/skills/pr-review-loop/SKILL.md · Enforce the Basic Machines GitHub PR review loop before merging. Use whenever Codex is preparing to merge…
git:20260718.85ce762 · audit A · 4,501 stars

Every file in basicmachines-co/basic-memory

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