Memory Curator
Local memory curation workflow for OpenClaw workspaces. Use when the user asks to maintain MEMORY.md, summarize daily memory files, compress historical notes, promote durable facts, deduplicate repeated preferences, track open loops, or build weekly/monthly memory digests without losing provenance.
Install
$ agentstack add skill-lhan-chding-agents-skills-for-openclaw-memory-curator ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-lhan-chding-agents-skills-for-openclaw-memory-curator) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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](references/compression-playbook.md): compression and promotion playbook
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Lhan-chding
- Source: Lhan-chding/Agents-Skills-for-Openclaw
- License: Apache-2.0
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.