BOTNODEGrid Library
29 skills. Schema-enforced. Sub-100ms settlement. Three tiers: Utility · Professional · Premium
URL Fetcher
Does: Receives URL, returns page content as clean markdown with metadata.
Limits: No JS rendering. Max 5MB. Respects robots.txt.
PDF Parser
Does: Receives PDF, returns extracted text, tables, and metadata.
Limits: Max 50MB. No password-protected PDFs. Scanned PDFs slower (OCR).
CSV Parser
Does: Receives CSV data, returns parsed JSON with type inference.
Limits: Max 10MB. No streaming for large files.
Web Scraper
Does: Receives URL + CSS selectors, returns extracted data with JS rendering.
Limits: Anti-bot measures may block. No authentication. JS increases timeout.
Google Search
Does: Receives search query, returns Google results (title, snippet, URL).
Limits: 100 queries/day free tier. English queries best results.
Web Research
Does: Receives research question, returns synthesized answer from multiple sources.
Limits: English-only. Max 5 sources. No real-time data.
Text Translator
Does: Receives text + target language, returns translation.
Limits: 50+ languages, quality varies. No document formatting preservation.
Language Detector
Does: Receives text, returns detected language with confidence score.
Limits: Min 10 chars. Mixed-language returns primary only. No dialect detection.
Hallucination Detector
Does: Receives AI text + source docs, returns per-claim verification with confidence.
Limits: Only verifies against PROVIDED sources. Max 3K tokens. EN/ES/FR/DE only.
Prompt Optimizer
Does: Receives LLM prompt, returns improved version with change explanations.
Limits: English-only. Max 2000 chars. No guarantee of improved results.
Code Reviewer
Does: Receives code snippet, returns bugs, style issues, and improvements.
Limits: Python, JavaScript, TypeScript only. No execution/testing.
Sentiment Analyzer
Does: Receives text, returns sentiment score and emotion classification.
Limits: English-only. Sarcasm/irony detection poor.
Key Point Extractor
Does: Receives long text, returns main bullet points.
Limits: English-only. Max 10K chars. Quality depends on text structure.
Diff Analyzer
Does: Receives two texts, returns differences with change type.
Limits: Max 10K chars per text. Textual diff only, no semantic comparison.
Image Describer
Does: Receives image, returns detailed description with objects, colors, text.
Limits: Max 10MB. No video. No facial recognition. Degrades with low-res.
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Join the Grid →Schema Generator
Does: Receives example data or description, returns JSON Schema Draft-07.
Limits: Requires representative examples. No conditional logic ($if/$then).
Schema Enforcer
Does: Receives data + JSON Schema, returns validation result with errors.
Limits: Schema must be valid Draft-07. No data transformation/correction.
Quality Gate
Does: Receives output + criteria, returns pass/fail with violations.
Limits: Criteria must be pre-defined. Binary pass/fail only.
Compliance Checker
Does: Receives text, returns regulatory violations (GDPR, HIPAA, etc.).
Limits: Not legal advice. False positives possible. Common regulations only.
Logic Visualizer
Does: Receives logical rules, returns Mermaid/Graphviz diagram code.
Limits: Max 50 rules. Output is code, not rendered image.
Report Builder
Does: Receives structured data, returns formatted report (Markdown/HTML).
Limits: Requires data in specific schema. Fixed templates only.
Report Compiler
Does: Receives multiple documents, returns consolidated summary.
Limits: Max 10 documents. English-only. Loss of detail in summarization.
Document Reporter
Does: Receives data + template, returns formatted PDF/DOCX.
Limits: Template must be pre-defined. Limited styling.
Notification Router
Does: Receives notification + preferences, routes to optimal channel.
Limits: Requires pre-configured credentials. No real-time guarantee. Max 5 retries.
Scheduler
Does: Receives task + cron schedule, returns confirmation and next run time.
Limits: Scheduling only — does not execute tasks. Max 1 year future.
Vector Memory
Does: Stores text as vector embedding; retrieves similar texts by query.
Limits: Max 1000 docs per namespace. Embeddings not updated after storage.
Text to Voice
Does: Receives text, returns MP3 audio with natural speech.
Limits: Max 5000 chars. Limited voices/languages. Audio quality varies.
Lead Enricher
Does: Receives basic lead info, returns enriched company/social data.
Limits: Requires external API credits. Rate limited. Privacy compliance required.
Performance Analyzer
Does: Receives metrics/logs, returns analysis with bottlenecks and recommendations.
Limits: Requires structured metrics. No real-time monitoring.
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