Chalk Labs
Need help deploying status?
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-status
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
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What's inside
- Skill name
status- Description
- None
- License
- Apache-2.0
- Instructions
- 65 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- missing YAML frontmatter
- name: missing
- description: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# Checking Brain Status ## Context health **ALWAYS check context health when the conversation is getting long:** ``` context_status(session_id="<session>") ``` This returns token usage, loaded node count, and whether a bloat warning is active. If utilization is high (>75%), suggest the user start a fresh conversation. ## Open loops **Periodically call `get_open_loops()` to surface unresolved items:** ``` get_open_loops() ``` This returns items the Brain captured with low confidence. Present these to the user as "things the Brain noticed but isn't sure about" and ask if they want to confirm or dismiss each one. ## What changed since last time **When starting a new conversation about an existing project, you MUST call `diff_since`:** ``` diff_since(since_iso="<ISO timestamp>") ``` This returns nodes created, updated, or deprecated since the previous session — useful for catching up on changes made in other conversations or by other team members. ## Cross-project insights Search for relevant patterns across all projects: ``` analogical_search(query="<what you're looking for>") ``` This finds similar decisions, constraints, and patterns from other Quests — useful when starting something new that resembles past work. ## Token Budget Guidance When using `compile_context`, specify an appropriate token budget based on your context window: | Agent Context Size | Recommended Budget | What You Get | |---|---|---| | 4K-8K tokens | `token_budget=4000` | Exact facts + top 3 semantic results | | 32K-128K tokens | `token_budget=32000` | Full semantic + graph + tabular summaries | | 200K+ tokens | `token_budget=100000` | Everything including raw tabular data | ``` compile_context(query="<topic>", token_budget=32000, agent_type="claude_code") ``` ## Bundle Truncation Awareness When a compiled bundle exceeds the token budget, the compiler truncates lower-priority sections. If you see `"truncated": true` in a bundle response: - The most important facts are preserved (exact constraints always survive) - Tabular data and summaries may be compressed or omitted - Request a larger budget if you need the full picture - Consider narrowing your query for more focused results
From engramist/hippocampy, Apache-2.0.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- May 22, 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
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campy-diagnose
engramist
Campy-enhanced diagnosis loop for hard bugs and performance regressions.
SkillCFreshness: CClaude Code +9 - 0.474score
brief
engramist
Deep context briefing from Campy's knowledge graph.
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-handoff
engramist
Campy-enhanced handoff that writes a transfer note and persists it to Campy's graph.
SkillCFreshness: CClaude Code +9 - 0.471score
campy-improve-architecture
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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.
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Cite this page
status skill. Agent Mart. https://agentmart.dev/skills/engramist-status (last updated 2026-10-24)