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agent-memory-curator

agent-memory-curator is a skill for Claude Code, Codex from oxbshw/LLM-Agents-Ecosystem-Handbook. It costs 35 tokens per session (453 once invoked), scanned A, original, MIT.

A session-end tool that reviews recent episodic notes—short records of past work—and turns useful information into dated entries in a central memory file and topic files. It organizes entries by user, project, decision, feedback, or open question.

In plain words
What is it for?
Use it after a work session, after resolving an important incident, or when stored memory is outdated. You can limit the review to notes since a chosen date or to selected categories.
Why use it?
It keeps long-term project memory useful without copying raw conversations into it. It also reconciles contradictions and checks that personal information or secrets are not recorded.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 558repo 4mo ago A scan SkillSpector: pass 35 tokens original MIT

Good fit Use it after a work session, after resolving an important incident, or when stored memory is outdated. You can limit the review to notes since a chosen date or to selected categories.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator
View source ↗ oxbshw/LLM-Agents-Ecosystem-Handbook
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 oxbshw/LLM-Agents-Ecosystem-Handbook --skill agent-memory-curator
Clone the repo
git clone --depth 1 https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook

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 agent-memory-curator

README.md
[![agentmods](https://agentmods.dev/badge/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator/github.svg)](https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator)
Your own site
<a href="https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator"><img src="https://agentmods.dev/badge/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator/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 agent-memory-curator

Your own site · 80×15
<a href="https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator"><img src="https://agentmods.dev/badge/skills/oxbshw/llm-agents-ecosystem-handbook/agent-memory-curator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 453 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
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 $0.00035 $0.00453
Opus 5.5 $0.00014 $0.00181
Sonnet 5.5 $0.00007 $0.00091
Haiku 4.5 $0.00003 $0.00045

Measured 2mo ago against content hash baa7669b3026, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agent-memory-curator 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 2mo 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/examples/agent-memory-curator/SKILL.md · 46 lines

What it actually says

Agent Memory Curator

When to use

  • End of a working session
  • After resolving an incident worth remembering
  • When MEMORY.md has grown stale or contradictory

When NOT to use

  • During a session (don't write memory mid-flight from low-confidence signals)
  • For raw transcripts (those stay in logs/)

Inputs

Name Type Required Notes
since date no default: last curation time
categories list no restrict to e.g. [user, project, decision]

Workflow

  1. Read new episodic logs in logs/episodic/ since since
  2. Distill each notable event into a one-line dated entry
  3. Categorize into: user / project / decision / feedback / open question
  4. Reconcile: if a new entry contradicts an existing one, update the existing one rather than appending; move the old fact to "Outdated"
  5. Apply rules from references/memory-distillation-rules.md
  6. Write to MEMORY.md (index) and memory/semantic/<topic>.md (details)
  7. Verify no PII / secrets leaked into memory
  8. Report summary of additions / updates / deletions

References

Success criteria

  • Every new entry is dated
  • No duplicate entries (search before adding)
  • No PII / secret values
  • Outdated entries moved, not deleted in-place

Failure modes

  • Conflicting evidence → mark as "Open question" rather than guessing
  • Source untrusted (e.g., from MCP/web fetch) → require human confirm before promotion
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 46 lines · 35 tokens per session scan A baa7669b3026

Subscribe to this mod's changes

agent-memory-curator is a skill published in the GitHub repository oxbshw/LLM-Agents-Ecosystem-Handbook (558 stars, last pushed 4mo ago), licensed MIT. It adds 35 tokens to every session and 453 once invoked, about $0.0001 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.

Memory and contextaiai-agentai-agentsfine-tuningfinetuning-llmsfreamework
Related

agent-memory-curator compared with skills from other repositories

agent-memory-curator next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
agent-memory-curatoroxbshw/LLM-Agents-Ecosystem-HandbookSkill5584mo agoMITA35Claude Code, Codex
klayer-skillwalkowicz19/klayerSkill22mo agononeA33Claude Code, Codex
knowledge-ingestopenclaw/openclawSkill394kyesterdayMITA80Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0Skill68k2d agoApache-2.0A217Claude Code, Codex
forgetasgeirtj/system_prompts_leaksSkill71k2d agoCC0-1.0A74Claude Code, Codex
Cortexdanielmiessler/LifeOSSkill20kyesterdayMITA184Claude Code
memoryopensquilla/opensquillaSkill7.1k6d agoApache-2.0A44Claude Code, Codex