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/grahama1970-assistant-lab
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: ml
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
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/assistant-lab
What's inside
- Skill name
assistant-lab- Description
- Self-improvement workbench for /assistant. All the tools needed to diagnose, train, evaluate, and promote models in a continuous loop. The "warm pond" where /assistant evolves its own inference stack.
- License
- unknown
- Metadata
- short-description: Self-improvement workbench for /assistant
- Instructions
- 258 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- allowed-tools: must be a space-separated string
Files (7)
- SKILL.md
- app.py
- bridge.py
- pyproject.toml
- run.sh
- sanity.sh
- synthesis_eval.py
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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agents-registry
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Generate and query the centralized agent identity registry.
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Reverse-engineer features from ELF binaries.
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batch-report
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Generate post-run analysis reports for batch processing jobs.
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batch-quality
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Pre-flight validation and quality gates for batch LLM operations.
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Flexible data science analytics for any dataset.
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Heavy-duty "No-Vibes" debugging and hardening orchestrator.
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Search arXiv for papers and extract knowledge into memory.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 24, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Round-based context alignment before execution.
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Agentic evaluation of skills using multi-trial fixtures, deterministic command assertions, trajectory checks, safety constraints, and evidence-backed…
SkillBFreshness: BClaude Code +9 - 0.521score
agent-status
grahama1970
Artifact-driven status surfaces for long-running project-agent work.
SkillBFreshness: BClaude Code +9 - 0.519score
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Step back and critically reassess project state.
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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
assistant-lab skill. Agent Mart. https://agentmart.dev/skills/grahama1970-assistant-lab (last updated 2026-10-24)