Chalk Labs
Need help deploying nl-debugger?
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/raulitoflying-nl-debugger
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
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What's inside
- Skill name
nl-debugger- Description
- None
- License
- MIT
- Instructions
- 30 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)
# SKILL: nl-debugger ## Purpose Convert a user's natural-language issue into an executable debugging plan, including the most relevant downstream skills to run. ## Inputs - user_message (string, required) ## Output - inferred_issue_type - extracted_entities - missing_info - immediate_checks (ordered, numbered list) - next_skills (ordered, one line) - expected_results ## Workflow 1. Identify the issue type: booking | member | access | wallet | resource | billing | schedule 2. Extract only explicitly stated entities (names, emails, dates, time ranges, resource names, locations) 3. List missing data required to run concrete queries (memberId, resourceId, date range, bookingId) 4. Produce 1-3 immediate checks as a numbered list 5. Recommend the downstream skills to execute (from your atomic skill set) in a single line ## Notes - Keep outputs stable and structured for copy/paste. - Do not infer dates or time ranges beyond what the user explicitly states. - If dates are relative (e.g., "yesterday"), convert to an absolute date using the current locale date. - Default time range: last 7 days through next 7 days only if the user asked for a range and did not provide one. - Always return missing_info if any critical identifiers are absent.
From Raulitoflying/optix-graphql-mcp, MIT.
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booking-check
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usage-stats
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member-lookup
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availability
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Signals
- Stars
- 1
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Jul 13, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Raulitoflying
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
nl-debugger skill. Agent Mart. https://agentmart.dev/skills/raulitoflying-nl-debugger (last updated 2026-10-24)