memory-compression SKILL.md skillC
memory-compression from naman10parikh/agentgrid is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naman10parikh/agentgrid/memory-compression@git:20260526.f887f6cPins git:20260526.f887f6c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naman10parikh/agentgrid
- Path
.claude/skills/memory-compression/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260526.f887f6c, committed May 26, 2026
- Size
- 8,682 bytes
- Repository stars
- 9
- License
- MIT
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
# Skill: Memory Compression & Management
Production memory management for Energy agents. Prevents context loss, enables compound memory.
## Three-Layer Memory Architecture
```
agent/
├── SOUL.md # Static identity — NEVER modified by agent. Human-authored.
├── MEMORY.md # Curated long-term — capped at ~500 lines. Agent-maintained.
├── LEARNINGS.md # Append-only patterns and mistakes.
└── memory/
├── daily/
│ ├── 2026-03-01.md # Structured daily journals
│ └── 2026-03-03.md # Last 7 days active, older archived
└── backups/
└── pre-compact-*.md # Auto-generated before compaction
```
Plain Markdown beats vector databases: 74% accuracy (ClaWHow) vs 68.5% (vector DBs). Structure IS the retrieval mechanism.
## Pre-Compaction Flush (The Critical Hook)
### When It Triggers
OpenClaw's formula: `threshold = contextWindow - reserveFloor - softThreshold`
- On 200K window: 200K - 20K - 4K = 176K tokens
- One flush per compaction cycle (prevents double-flush)
### What Gets Saved (Anchor State Pattern)
```markdown
## Anchor State
### Intent
[What we're building right now, one sentence]
### Changes Made
…Read the whole file at its exact version.
How to install
mdr add naman10parikh/agentgrid/memory-compression@sha256:56c2bacbb0327bc9The line at the top of this page pins the label git:20260526.f887f6c, 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.
[](https://markdownregistry.com/a/art_h4zkycjqq6kgvgtf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 26, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8682 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
naman10parikh/agentgrid · 9 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_h4zkycjqq6kgvgtf GET https://markdownregistry.com/api/v1/resolve?ref=naman10parikh/agentgrid/memory-compression GET https://markdownregistry.com/api/v1/blob/56c2bacbb0327bc91cfe6505e3a25694fb06a27ab00281ee81eb04ee0ebdab92
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 naman10parikh/agentgrid
Every file in naman10parikh/agentgrid