Chalk Labs
Need help deploying memory-management?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/cgic-ai-memory-management
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 1, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/memory-management
What's inside
- Skill name
memory-management- Description
- Query, write, and maintain long-term memories.
- License
- AGPL-3.0
- Instructions
- 14 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Memory Management Use this skill when you need to retrieve relevant facts, save durable details, or reason about what should be remembered. ## Tooling - Use `memory` with `action="write"` for intentional memory creation. - `think` for deeper memory search and analysis. - Use `system` with `action="read"` to inspect runtime settings when memory behavior looks off. ## Operating Pattern 1. Retrieve context first. 2. Only write durable facts, preferences, or relationship signals. 3. Avoid writing transient or low-signal chat filler.
From CGIC-AI/psfn-framework, AGPL-3.0.
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Signals
- Stars
- 6
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 11, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- AGPL-3.0
- Repository
- github.com/CGIC-AI/psfn-framework
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillBFreshness: B★ 6Claude Code +9 - 0.576score
music-creator
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Creator-skill guidance for music workflows on top of the unified media surface.
SkillBFreshness: B★ 6Claude Code +9 - 0.576score
web-fetch
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Fetch web content through the configured web tool or crawler service
SkillBFreshness: B★ 6Claude Code +9 - 0.568score
conversation
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Handle dialog turns with clear context and adaptive tone.
SkillBFreshness: B★ 6Claude Code +9 - 0.568score
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Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get memory-management running in your business
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Cite this page
memory-management skill. Agent Mart. https://agentmart.dev/skills/cgic-ai-memory-management (last updated 2026-10-24)