memory-reflect

memory-reflect is a skill for Claude Code, Codex from basicmachines-co/basic-memory. It costs 45 tokens per session (1,423 once invoked), scanned A, original, AGPL-3.0.

A background process that reviews recent conversations and daily notes, then extracts and consolidates useful information into long-term memory.

In plain words
What is it for?
Use it during scheduled reflection, heartbeat processing, or an explicit request to review and consolidate recent activity.
Why use it?
It helps preserve important insights instead of leaving them scattered across short-term notes and past conversations.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it during scheduled reflection, heartbeat processing, or an explicit request to review and consolidate recent activity.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/basicmachines-co/basic-memory/memory-reflect
About the project

Basic Memory is a local-first knowledge system that stores notes as Markdown files and connects them into a searchable knowledge graph for AI conversations. People and AI assistants use it to preserve project context across Claude, Codex, Cursor, ChatGPT, and other MCP-compatible clients. The catalogue add-ons provide Basic Memory skills, commands, instructions, MCP integrations, hooks, settings, and a plugin.

basicmachines-co/basic-memory · 4,251 stars · on GitHub · basicmemory.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add basicmachines-co/basic-memory --skill memory-reflect
Clone the repo
git clone --depth 1 https://github.com/basicmachines-co/basic-memory

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for memory-reflect

README.md
[![agentmods](https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-reflect/github.svg)](https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-reflect)
Your own site
<a href="https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-reflect"><img src="https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-reflect/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for memory-reflect

Your own site · 80×15
<a href="https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-reflect"><img src="https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-reflect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,423 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 15 Oct 2026
  • Snyk pass 15 Oct 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00045 $0.01423
Opus 5.5 $0.00018 $0.00569
Sonnet 5.5 $0.00009 $0.00285
Haiku 4.5 $0.00005 $0.00142

Measured 2d ago against content hash 1374939eae49, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

memory-reflect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/memory-reflect/SKILL.md · 155 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago Changed · +83 lines · +4 tokens per session 1374939eae49
  2. 4d ago Changed · -13 tokens per session 599a162008a9
  3. 17d ago Changed · -2 lines c3ce143100b2
  4. 1mo ago First seen · 74 lines · 54 tokens per session scan A df1464e006bd

Subscribe to this mod's changes

memory-reflect is a skill published in the GitHub repository basicmachines-co/basic-memory (4,251 stars, last pushed today), licensed AGPL-3.0. It adds 45 tokens to every session and 1,423 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

memory-triage

Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memoryadd. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active.

mem0ai/mem0 · 58 tokens

mem0

Mem0 Platform SDK for adding persistent memory to AI applications. TRIGGER when: user mentions "mem0", "MemoryClient", "memory layer", "remember user preferences", "persistent context", "personalization", or needs to add long-term memory to chatbots, agents, or AI apps. Covers Python SDK (mem0ai), TypeScript SDK…

mem0ai/mem0 · 181 tokens

mem0-cli

Mem0 CLI -- the command-line interface for mem0 memory operations. TRIGGER when: user mentions "mem0 cli", "mem0 command line", "@mem0/cli", "mem0-cli", "pip install mem0-cli", "npm install -g @mem0/cli", or is running mem0 commands in a terminal/shell (mem0 add, mem0 search, mem0 list, mem0 get, mem0 init, mem0…

mem0ai/mem0 · 177 tokens

mem0-vercel-ai-sdk

Mem0 provider for Vercel AI SDK (@mem0/vercel-ai-provider). TRIGGER when: user mentions "vercel ai sdk", "@mem0/vercel-ai-provider", "createMem0", "retrieveMemories", "addMemories", "getMemories", "searchMemories", "mem0 vercel", "AI SDK provider", "AI SDK memory", or is using generateText/streamText with mem0. Also…

mem0ai/mem0 · 146 tokens

mempalace

MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys.

MemPalace/mempalace · 47 tokens

mem0-status

Diagnoses mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, addmemory errors occur, or to verify the plugin is working correctly.

mem0ai/mem0 · 44 tokens