Langflow
Langflow is a powerful tool for building and deploying AI-powered agents and workflows. llm-flow, python, agents, chatgpt, generative-ai.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/bytesagain/llm-flowLLM Flow
An AI toolkit for configuring, benchmarking, comparing, prompting, evaluating, fine-tuning, analyzing, and optimizing LLM workflows. Each command logs timestamped entries to local files with full export, search, and statistics support.
Commands
Core AI Operations
| Command | Description |
|---|---|
llm-flow configure <input> | Record a configuration change (or view recent configs with no args) |
llm-flow benchmark <input> | Log a benchmark run and its results |
llm-flow compare <input> | Record a model or output comparison |
llm-flow prompt <input> | Log a prompt template or prompt engineering note |
llm-flow evaluate <input> | Record an evaluation result or metric |
llm-flow fine-tune <input> | Log a fine-tuning session or parameters |
llm-flow analyze <input> | Record an analysis observation |
llm-flow cost <input> | Log cost tracking data (tokens, dollars, etc.) |
llm-flow usage <input> | Record API usage metrics |
llm-flow optimize <input> | Log an optimization attempt and outcome |
llm-flow test <input> | Record a test case or test result |
llm-flow report <input> | Log a report entry or summary |
Utility Commands
| Command | Description |
|---|---|
llm-flow stats | Show summary statistics across all log files |
llm-flow export <fmt> | Export all data in json, csv, or txt format |
llm-flow search <term> | Search all entries for a keyword (case-insensitive) |
llm-flow recent | Show the 20 most recent activity log entries |
llm-flow status | Health check: version, entry count, disk usage, last activity |
llm-flow help | Display full command reference |
llm-flow version | Print current version (v2.0.0) |
How It Works
Every core command accepts free-text input. When called with arguments, LLM Flow:
- Timestamps the entry (
YYYY-MM-DD HH:MM) - Appends it to the command-specific log file (e.g.
benchmark.log,cost.log) - Records the action in a central
history.log - Reports the saved entry and running total
When called with no arguments, each command displays the 20 most recent entries from its log file.
Data Storage
All data is stored locally in plain-text log files:
~/.local/share/llm-flow/
├── configure.log # Configuration changes
├── benchmark.log # Benchmark results
├── compare.log # Model comparisons
├── prompt.log # Prompt templates & notes
├── evaluate.log # Evaluation metrics
├── fine-tune.log # Fine-tuning sessions
├── analyze.log # Analysis observations
├── cost.log # Cost tracking
├── usage.log # API usage metrics
├── optimize.log # Optimization attempts
├── test.log # Test cases & results
├── report.log # Report entries
├── history.log # Central activity log
└── export.{json,csv,txt} # Exported snapshots
Each log uses pipe-delimited format: timestamp|value.
Requirements
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-bytesagain-llm-flow": {
"enabled": true,
"auto_update": true
}
}
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