Chalk Labs
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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/engramist-brief
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: data
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. Checked Oct 25, 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/brief
What's inside
- Skill name
brief- Description
- Deep context briefing from Campy's knowledge graph. Use when starting a new session, switching tasks, or needing full project context. Also use when you feel you're missing context about a project.
- License
- Apache-2.0
- Instructions
- 38 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Campy Brief Get a comprehensive briefing from Campy's memory about the current project. ## When to Use - Starting a new coding session - Switching to a different area of the codebase - Feeling like you're missing context about prior decisions - Before making a significant architectural choice ## Process 1. Call `compile_context` with: - query: describe the current task or area of focus - token_budget: 8000 (keep it focused) - output_format: match your agent type (claude_code, codex, etc.) 2. Read the returned bundle. It contains: - Global constraints and preferences - Relevant prior decisions - Related lessons from past work - Graph relationships between key concepts 3. If CONTEXT.md exists in the project root, read it for domain terminology. 4. If docs/adr/ exists, scan for relevant ADRs. 5. Summarize key findings in 3-5 bullet points for your working context. Do NOT paste the entire bundle into your response. ## Anti-Bloat - Request only what you need. Default token_budget of 8000 is usually sufficient. - Summarize findings, don't paste raw memory. - If the bundle is truncated, that's fine — you got the highest-priority items.
From engramist/hippocampy, Apache-2.0.
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- 0.476score
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learn
engramist
Teach Campy a new pattern, procedure, or lesson.
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campy-tdd
engramist
Campy-enhanced test-driven development with red-green-refactor loop.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-handoff
engramist
Campy-enhanced handoff that writes a transfer note and persists it to Campy's graph.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-grill
engramist
Campy-enhanced grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md…
SkillCFreshness: CClaude Code +9 - 0.471score
campy-improve-architecture
engramist
Campy-enhanced architecture deepening skill.
SkillCFreshness: CClaude Code +9 - 0.304score
campy-memory
engramist
No description from the publisher yet.
SkillAFreshness: AClaude Code +9 - 0.251score
quest-management
engramist
No description from the publisher yet.
SkillCFreshness: CClaude Code +9 - 0.251score
recall
engramist
No description from the publisher yet.
SkillCFreshness: CClaude Code +9 - 0.251score
session-start
engramist
No description from the publisher yet.
SkillCFreshness: CClaude Code +9 - 0.251score
status
engramist
No description from the publisher yet.
SkillCFreshness: CClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- May 26, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/engramist/hippocampy
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from engramist
- 0.476score
campy-diagnose
engramist
Campy-enhanced diagnosis loop for hard bugs and performance regressions.
SkillCFreshness: CClaude Code +9 - 0.474score
graph-expert
engramist
Graph database expertise and architectural consulting.
SkillCFreshness: CClaude Code +9 - 0.474score
learn
engramist
Teach Campy a new pattern, procedure, or lesson.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-tdd
engramist
Campy-enhanced test-driven development with red-green-refactor loop.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-handoff
engramist
Campy-enhanced handoff that writes a transfer note and persists it to Campy's graph.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-grill
engramist
Campy-enhanced grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md…
SkillCFreshness: CClaude Code +9
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.
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Cite this page
brief skill. Agent Mart. https://agentmart.dev/skills/engramist-brief (last updated 2026-10-24)