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.
npx skills add Lhan-chding/Agents-Skills-for-Openclaw --skill memory-curatorgit clone --depth 1 https://github.com/Lhan-chding/Agents-Skills-for-OpenclawWrote 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.
[](https://agentmods.dev/skills/lhan-chding/agents-skills-for-openclaw/memory-curator)<a href="https://agentmods.dev/skills/lhan-chding/agents-skills-for-openclaw/memory-curator"><img src="https://agentmods.dev/badge/skills/lhan-chding/agents-skills-for-openclaw/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.
<a href="https://agentmods.dev/skills/lhan-chding/agents-skills-for-openclaw/memory-curator"><img src="https://agentmods.dev/badge/skills/lhan-chding/agents-skills-for-openclaw/memory-curator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00060 | $0.00430 |
| Opus 5 | $0.00030 | $0.00215 |
| Sonnet 5 | $0.00012 | $0.00086 |
| Haiku 4.5 | $0.00006 | $0.00043 |
Grade A, and why
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 11d 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.
What it actually says
Memory Curator
Core Goal
Maintain high-signal local memory over long usage cycles while avoiding distortion and data loss.
Operating Sequence
1. Confirm memory scope first
Capture:
- workspace root
- date range (
memory/YYYY-MM-DD.md) - whether output is daily, weekly, or monthly
- whether promotion to
MEMORY.mdis requested
Never assume cloud memory providers. Work from local markdown files only.
2. Parse structured sections only
Prioritize structured fields from daily notes:
- durable facts candidate
- preferences
- decisions
- open loops
- risks/blockers
Keep source date for every promoted item.
3. Compress with provenance
For each compressed bullet, keep:
- canonical statement
- source date(s)
- confidence level
- conflict marker (if competing versions exist)
Do not collapse conflicting records into one statement without an explicit conflict note.
4. Promotion rules for MEMORY.md
Promote only if all conditions hold:
- appears repeatedly or has explicit user confirmation
- high utility across sessions
- not a transient task state
- not a secret
When uncertain, keep in monthly archive and mark as pending promotion.
5. Output contract
Default output:
- A. Compression scope and source files
- B. Promoted durable facts (with dates)
- C. Pending items requiring user confirmation
- D. Open loops to carry forward
- E. Risks and stale-memory warnings
Safety Rules
- Never store secrets, credentials, or tokens.
- Never delete source daily files by default.
- Treat deletion as a high-risk action requiring explicit user approval.
Resource Map
- references/compression-playbook.md: compression and promotion playbook
What ships with it
2 files 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.
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.
- 11d ago First seen · 78 lines · 60 tokens per session scan A 8d5209a662c9
memory-curator is a skill published in the GitHub repository Lhan-chding/Agents-Skills-for-Openclaw (5 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 60 tokens to every session and 430 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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