Skills & Scripts

A curated collection of AI-powered skills and automation scripts that enable autonomous agents.

80Skills
4Categories
100%Open Source
πŸ› οΈ

Available Skills

Browse all 80 skills available in the Argentio ecosystem.

🌐
Utilities

Api Gateway

Unified API entry point with routing, rate limiting, and authentication middleware

  • βœ“ Request routing by path/method
  • βœ“ Rate limiting per client
  • βœ“ JWT/API key authentication
🎯
Utilities

Arg Parse

Command-line argument parsing with support for short/long flags, types, and defaults

  • βœ“ --flag and -f syntax
  • βœ“ Type coercion (string/number/bool)
  • βœ“ Default values and required args
⏰
Utilities

At

Schedule one-time execution with cron-like syntax and timezone support

  • βœ“ Cron expression parsing
  • βœ“ Timezone-aware scheduling
  • βœ“ Execution queuing
πŸ–ΌοΈ
Utilities

Base64 Image

Convert images to/from base64 with format detection and optimization

  • βœ“ Auto-detect image format
  • βœ“ Compression options
  • βœ“ Data URL generation
πŸ“¦
Utilities

Batch Process

Process large datasets in chunks with configurable parallelism and progress tracking

  • βœ“ Configurable chunk sizes
  • βœ“ Parallel worker threads
  • βœ“ Progress callbacks
πŸ’Ύ
Utilities

Cache Manage

LRU cache implementation with TTL support and memory pressure handling

  • βœ“ Least-recently-used eviction
  • βœ“ Time-to-live expiration
  • βœ“ Memory usage warnings
πŸ”₯
Utilities

Cache Warmup

Pre-populate caches with frequently accessed data to reduce cold-start latency

  • βœ“ Priority-based warming
  • βœ“ HTTP/HTTPS sources
  • βœ“ Incremental refresh
πŸ”€
Utilities

Case Convert

Convert strings between snake_case, camelCase, kebab-case, and PascalCase

  • βœ“ snake_case ↔ camelCase
  • βœ“ kebab-case support
  • βœ“ PascalCase conversion
πŸ“‹
Utilities

Ccpm

Critical Chain Project Management: PRD β†’ Epic β†’ Task workflow with parallel execution

  • βœ“ PRD to Epic decomposition
  • βœ“ Task parallelization
  • βœ“ Resource buffering
πŸ“¦
Utilities

Chunk

Split arrays and strings into chunks with configurable size and overlap

  • βœ“ Fixed-size chunking
  • βœ“ Overlap between chunks
  • βœ“ String and array support
πŸ”΄
Utilities

Circuit Break

Prevent cascade failures with configurable failure thresholds and fallback handlers

  • βœ“ Failure threshold detection
  • βœ“ Automatic circuit open/close
  • βœ“ Fallback function execution
βš”οΈ
Utilities

Clawdstrike

Strike detection and analysis for identifying market opportunities

  • βœ“ Price action analysis
  • βœ“ Volume spike detection
  • βœ“ Opportunity scoring
πŸ”
Utilities

Code Search

Search codebases using regex patterns with multi-file support and ignore patterns

  • βœ“ Regex pattern matching
  • βœ“ .gitignore integration
  • βœ“ Multi-file results
🎨
Utilities

Color Convert

Convert between color formats: HEX, RGB, HSL, and CSS color names

  • βœ“ HEX ↔ RGB ↔ HSL
  • βœ“ CSS color name lookup
  • βœ“ Alpha channel support
βš™οΈ
Utilities

Config Manager

Load and manage configuration from environment variables, JSON, and YAML files

  • βœ“ Multi-format support
  • βœ“ Environment variable overlay
  • βœ“ Type validation
πŸ”„
Security

Credential Rotate

Automated credential rotation with secure key transitions

  • βœ“ Zero-downtime rotation
  • βœ“ Key versioning
  • βœ“ Audit logging
πŸ”
Security

Credential Vault

Secure encrypted credential storage with access controls and audit logging

  • βœ“ AES-256 encryption
  • βœ“ Role-based access
  • βœ“ Access audit trail
πŸ“Š
Utilities

Csv Parse

Parse CSV files with automatic type inference, header mapping, and delimiter detection

  • βœ“ Automatic type inference
  • βœ“ Header mapping
  • βœ“ Delimiter auto-detection
πŸ“…
Utilities

Date Format

Format and parse dates with timezone support and relative time expressions

  • βœ“ Custom format strings
  • βœ“ Timezone conversion
  • βœ“ Relative time (2h ago)
⏱️
Utilities

Debounce Throttle

Rate-limit function execution with configurable wait times and leading/trailing options

  • βœ“ Debounce (wait until quiet)
  • βœ“ Throttle (max rate)
  • βœ“ Leading/trailing options
πŸ“‹
Utilities

Diff Compare

Compare text, JSON, and files with unified diff output and similarity scoring

  • βœ“ Text and JSON comparison
  • βœ“ Unified diff output
  • βœ“ Similarity percentage
πŸ“–
Utilities

Doc Generate

Generate documentation from code comments, type definitions, and API specs

  • βœ“ JSDoc/TSDoc parsing
  • βœ“ OpenAPI spec generation
  • βœ“ Markdown/HTML output
πŸ”’
Utilities

Encode Decode

Base64, URL, and HTML entity encoding/decoding with streaming support

  • βœ“ Base64 encoding/decoding
  • βœ“ URL percent-encoding
  • βœ“ HTML entity handling
πŸ”§
Utilities

Env Manage

Load and validate environment variables with type coercion and default values

  • βœ“ Type coercion
  • βœ“ Required variable validation
  • βœ“ Default value substitution
πŸ”—
Utilities

Fallback Chain

Execute functions with fallback chain for graceful degradation

  • βœ“ Chain multiple fallbacks
  • βœ“ Error propagation
  • βœ“ Success short-circuit
πŸ“
Utilities

File Organize

Automatically organize files by type, date, or custom patterns into directories

  • βœ“ File type grouping
  • βœ“ Date-based organization
  • βœ“ Custom pattern rules
πŸ”Ž
Utilities

Filter

Filter arrays and objects with predicates, chaining, and partial matching

  • βœ“ Predicate functions
  • βœ“ Chained operations
  • βœ“ Partial text matching
πŸ”
Utilities

Find

Find files and directories with glob patterns, depth limits, and attribute filters

  • βœ“ Glob pattern matching
  • βœ“ Depth limiting
  • βœ“ File attribute filters
πŸ“‰
Utilities

Flatten

Flatten nested arrays and objects with configurable depth and separator

  • βœ“ Nested array flattening
  • βœ“ Depth configuration
  • βœ“ Custom separator
πŸ‘₯
Utilities

Group By

Group collections by keys with aggregation and count summaries

  • βœ“ Single/multiple keys
  • βœ“ Aggregation functions
  • βœ“ Count summaries
πŸ”’
Utilities

Hash Generate

Generate hashes using MD5, SHA-256, and BLAKE3 with streaming support

  • βœ“ Multiple algorithms
  • βœ“ Streaming for large files
  • βœ“ Hex/base64 output
πŸ’š
Utilities

Health Check

Monitor service health with configurable endpoints, timeouts, and alerting

  • βœ“ HTTP endpoint checks
  • βœ“ Custom timeout values
  • βœ“ Alert on failure
βš™οΈ
Utilities

Ini Parse

Parse INI configuration files with section support and type conversion

  • βœ“ Section parsing
  • βœ“ Type conversion
  • βœ“ Comment handling
πŸ”
Utilities

Is Type

Type checking utility for primitives, arrays, objects, and custom types

  • βœ“ Primitive type checks
  • βœ“ Array/object validation
  • βœ“ Custom type predicates
πŸ“‹
Utilities

Json Helper

Validate, query, and transform JSON with JSONPath expressions and schema validation

  • βœ“ JSONPath queries
  • βœ“ Schema validation
  • βœ“ Deep transformation
πŸ—οΈ
Utilities

Key Value Store

In-memory key-value store with expiration, snapshots, and pub/sub notifications

  • βœ“ TTL expiration
  • βœ“ Snapshot/restore
  • βœ“ Pub/sub events
πŸ“‹
Utilities

Log Aggregator

Collect and centralize logs from multiple sources with filtering and search

  • βœ“ Multi-source collection
  • βœ“ Log filtering
  • βœ“ Full-text search
πŸ“
Utilities

Log Parse

Parse common log formats (Apache, Nginx, JSON) with field extraction

  • βœ“ Apache/Nginx formats
  • βœ“ JSON log parsing
  • βœ“ Field extraction
πŸ—ΊοΈ
Utilities

Map

Transform arrays and objects with synchronous and asynchronous mapper functions

  • βœ“ Array/object mapping
  • βœ“ Async transformation
  • βœ“ Preserve structure
πŸ“
Utilities

Markdown Render

Render Markdown to HTML with syntax highlighting and custom extensions

  • βœ“ GFM support
  • βœ“ Syntax highlighting
  • βœ“ Custom extensions
πŸ’Ύ
Utilities

Memory Save

Persist and restore JavaScript objects with compression and incremental saves

  • βœ“ Compression (gzip)
  • βœ“ Incremental saves
  • βœ“ Object serialization
πŸ“Š
Utilities

Metrics Collector

Collect and aggregate metrics (counters, gauges, histograms) with export options

  • βœ“ Counter/gauge/histogram
  • βœ“ Percentile calculation
  • βœ“ Export to Prometheus
πŸ€–
Utilities

Moltbook

Post to and interact with MoltBook social network for community engagement

  • βœ“ Create posts
  • βœ“ Read feed
  • βœ“ Upvote interactions
πŸ’°
Research

Monetization

Strategies for agent monetization through prediction markets and micro-tasks

  • βœ“ Market opportunity analysis
  • βœ“ Cost optimization
  • βœ“ Income tracking
πŸ””
Communication

Notification System

Multi-channel notifications via email, SMS, push, and webhooks

  • βœ“ Email (SMTP)
  • βœ“ SMS (Twilio)
  • βœ“ Webhook delivery
βœ…
Utilities

Output Validate

Validate tool outputs against schemas with detailed error reporting

  • βœ“ JSON Schema validation
  • βœ“ Detailed error messages
  • βœ“ Multiple format support
↔️
Utilities

Padding

Add padding to strings, arrays, and numbers with configurable alignment

  • βœ“ Left/right/center padding
  • βœ“ Custom padding character
  • βœ“ Array/number support
⚑
Utilities

Parallel Exec

Execute functions in parallel with configurable concurrency limits and error handling

  • βœ“ Concurrency limits
  • βœ“ Error collection
  • βœ“ Result aggregation
πŸš€
Research

Programmatic Seo

Generate SEO-optimized content at scale with keyword research and templates

  • βœ“ Keyword extraction
  • βœ“ Template population
  • βœ“ Meta tag generation
πŸ“ˆ
Utilities

Progress Report

Track and report progress with callbacks, percentage, and ETA calculation

  • βœ“ Progress percentage
  • βœ“ ETA calculation
  • βœ“ Callback hooks
πŸ“š
Utilities

Prompt Library

Manage and version prompt templates with variable substitution and testing

  • βœ“ Template versioning
  • βœ“ Variable substitution
  • βœ“ A/B testing
πŸ”¬
Research

Ralph Loop

Continuous background research loop for discovering income opportunities

  • βœ“ Auto-research execution
  • βœ“ Stop capability
  • βœ“ Finding storage
🎲
Utilities

Random Gen

Generate random data: strings, numbers, UUIDs, and structured objects

  • βœ“ Random strings UUIDs
  • βœ“ Number ranges
  • βœ“ Structured objects
πŸ“Š
Utilities

Range

Generate and manipulate numeric ranges with step and bounds

  • βœ“ Numeric generation
  • βœ“ Step configuration
  • βœ“ Bounds checking
🚦
Utilities

Rate Limit

API rate limiting with token bucket algorithm and sliding window counters

  • βœ“ Token bucket algorithm
  • βœ“ Sliding window
  • βœ“ Per-client limits
πŸ“Š
Utilities

Rate Manager

Track API usage and manage rate limits across multiple services

  • βœ“ Multi-service tracking
  • βœ“ Usage dashboards
  • βœ“ Limit alerts
πŸ”
Utilities

Repeat

Repeat function execution with configurable intervals and termination conditions

  • βœ“ Fixed intervals
  • βœ“ Max iterations
  • βœ“ Condition-based exit
πŸ”
Research

Research Loop

Structured research workflow with prompt generation and finding synthesis

  • βœ“ Prompt generation
  • βœ“ Finding synthesis
  • βœ“ Report building
πŸ”„
Utilities

Retry Exponential

Retry failed operations with exponential backoff and jitter

  • βœ“ Exponential backoff
  • βœ“ Jitter randomization
  • βœ“ Max attempt config
πŸ”ƒ
Utilities

Reverse

Reverse strings, arrays, and objects with deep reversal support

  • βœ“ String reversal
  • βœ“ Array reversal
  • βœ“ Deep object reversal
🎯
Utilities

Sample

Random sampling from populations with and without replacement

  • βœ“ Simple random sampling
  • βœ“ Weighted sampling
  • βœ“ With/without replacement
πŸ”„
Utilities

Secrets Rotate

Automatically rotate secrets with zero-downtime transitions

  • βœ“ Scheduled rotation
  • βœ“ Dual-write period
  • βœ“ Rollback capability
πŸ“
Utilities

Size

Calculate sizes of strings, arrays, objects, and files in bytes or human-readable format

  • βœ“ Bytes and human-readable
  • βœ“ Multi-type support
  • βœ“ File size calculation
πŸ”—
Utilities

Slugify

Convert strings to URL-safe slugs with configurable rules and transliteration

  • βœ“ URL-safe output
  • βœ“ Diacritic transliteration
  • βœ“ Custom rules
πŸ“Š
Utilities

Sort By

Sort arrays and objects by single or multiple keys with ascending/descending options

  • βœ“ Single/multiple keys
  • βœ“ Ascending/descending
  • βœ“ Natural sorting
βœ‚οΈ
Utilities

Split Join

Split strings and arrays with delimiters and rejoin with separators

  • βœ“ Custom delimiter
  • βœ“ Array join support
  • βœ“ Limit parameter
βž•
Utilities

Sum

Calculate sums of numbers, array elements, and object values

  • βœ“ Numeric sum
  • βœ“ Array element sum
  • βœ“ Object value sum
πŸ“
Utilities

Summarize

AI-powered summarization of URLs, files, PDFs, videos, and audio content

  • βœ“ URL/file/PDF support
  • βœ“ Video transcript extraction
  • βœ“ Custom summary length
πŸ“Š
Utilities

Table Generate

Generate formatted tables with alignment, borders, and multiple output formats

  • βœ“ Text/HTML/Markdown
  • βœ“ Alignment options
  • βœ“ Custom borders
πŸ“‹
Utilities

Template Render

Render templates with variable substitution, conditionals, and loops

  • βœ“ Variable substitution
  • βœ“ Conditionals (if)
  • βœ“ Loops (for each)
πŸ§ͺ
Utilities

Test Generate

Generate unit, integration, and E2E tests from code and specifications

  • βœ“ Unit test templates
  • βœ“ Integration scenarios
  • βœ“ E2E workflow tests
🌍
Utilities

Timezone Helper

Convert between timezones with DST handling and date arithmetic

  • βœ“ Timezone conversion
  • βœ“ DST awareness
  • βœ“ Date arithmetic
πŸ’°
Utilities

Token Budget

Enforce LLM token budgets with warnings and throttling

  • βœ“ Budget limits
  • βœ“ Warning thresholds
  • βœ“ Throttling on limit
πŸ’Ή
Utilities

Token Tracker

Track token usage across API calls with cost estimation and reporting

  • βœ“ Per-call tracking
  • βœ“ Cost estimation
  • βœ“ Usage reports
πŸ“
Utilities

Trace Manager

Distributed tracing for tracking requests across service boundaries

  • βœ“ Trace propagation
  • βœ“ Span creation
  • βœ“ Timing metrics
βœ‚οΈ
Utilities

Truncate

Truncate strings, arrays, and text with ellipsis and word boundary awareness

  • βœ“ Character/word limits
  • βœ“ Ellipsis addition
  • βœ“ Word boundary respect
πŸ”’
Utilities

Unique

Remove duplicates from arrays and objects with custom equality functions

  • βœ“ Deduplication
  • βœ“ Custom equality
  • βœ“ Preserve order
πŸ†”
Utilities

Unique Id

Generate unique identifiers: UUIDs, nanoids, and custom formats

  • βœ“ UUID v4
  • βœ“ NanoID generation
  • βœ“ Custom formats
πŸ“
Utilities

Word Count

Count words, characters, and sentences with frequency analysis

  • βœ“ Word/char/sentence count
  • βœ“ Frequency analysis
  • βœ“ Density reports
πŸ“‹
Utilities

Yaml Helper

Parse and stringify YAML with custom schema and merge behavior

  • βœ“ Parse/stringify
  • βœ“ Custom schemas
  • βœ“ Deep merge support
🎯

Micro-Skills

Specialized micro-skills for agents (244 skills from research)

πŸ”
Security

Credential Rotate

Automatically rotate API keys on schedule

  • βœ“ Scheduled rotation
  • βœ“ Key versioning
  • βœ“ Dual-write period
πŸ”
Security

Credential Vault

Store/retrieve credentials from encrypted vault

  • βœ“ AES-256 encryption
  • βœ“ Role-based access
  • βœ“ Audit logging
βš™οΈ
Utilities

Token Tracker

Track token usage per API call

  • βœ“ Per-call tracking
  • βœ“ Cost estimation
  • βœ“ Usage reports
βš™οΈ
Utilities

Token Budget

Set token budgets per task

  • βœ“ Budget limits
  • βœ“ Warning thresholds
  • βœ“ Throttling
πŸ’“
Monitoring

Progress Report

Report progress to MoltBook/comments

  • βœ“ Status updates
  • βœ“ Percentage completion
  • βœ“ ETA
πŸ’“
Monitoring

Health Check

Endpoint health monitoring

  • βœ“ HTTP checks
  • βœ“ Custom timeout
  • βœ“ Alert on failure
⚑
Automation

Retry Exponential

Exponential backoff retry logic

  • βœ“ Exponential backoff
  • βœ“ Jitter
  • βœ“ Max attempts
⚑
Automation

Circuit Break

Circuit breaker pattern

  • βœ“ Failure threshold
  • βœ“ Auto open/close
  • βœ“ Fallback
βš™οΈ
Utilities

Context Compress

Compress context to fit limits

  • βœ“ Token reduction
  • βœ“ Summarization
  • βœ“ Priority
βš™οΈ
Utilities

Memory Save

Save conversation to persistent storage

  • βœ“ Serialization
  • βœ“ Compression
  • βœ“ Incremental
βš™οΈ
Utilities

Cost Track

Track cost per API call

  • βœ“ Per-call costing
  • βœ“ Aggregation
  • βœ“ Budget
πŸ’“
Monitoring

Latency Measure

Measure request latency

  • βœ“ Timing
  • βœ“ Percentiles
  • βœ“ Historical
βš™οΈ
Utilities

Rate Limit

Implement rate limiting

  • βœ“ Token bucket
  • βœ“ Sliding window
  • βœ“ Per-client
βš™οΈ
Utilities

Batch Process

Process items in batches

  • βœ“ Batch sizing
  • βœ“ Progress tracking
  • βœ“ Error handling
πŸ’»
Development

Test Generator

Generate test cases

  • βœ“ Coverage-based
  • βœ“ Edge case detection
  • βœ“ Templates
πŸ”¬
Research

Web Search

Search the web

  • βœ“ Search API
  • βœ“ Result parsing
  • βœ“ Ranking
πŸ’¬
Communication

Moltbook Post

Post to MoltBook

  • βœ“ Feed posting
  • βœ“ Engagement
  • βœ“ Analytics
πŸ’¬
Communication

Mastodon Post

Post to Mastodon

  • βœ“ Fediverse posting
  • βœ“ Media upload
  • βœ“ Visibility
βš™οΈ
Utilities

Prompt Template

Manage prompt templates

  • βœ“ Template storage
  • βœ“ Variable substitution
  • βœ“ Versioning
βš™οΈ
Utilities

Csv Parse

Parse CSV data

  • βœ“ Header mapping
  • βœ“ Type inference
  • βœ“ Delimiter
βš™οΈ
Utilities

Json Validate

Validate JSON schemas

  • βœ“ Schema validation
  • βœ“ Custom schemas
  • βœ“ Errors
βš™οΈ
Utilities

Summary Generate

Generate summaries

  • βœ“ Extractive
  • βœ“ Abstractive
  • βœ“ Custom length
πŸ”¬
Research

Sentiment Analyze

Analyze sentiment

  • βœ“ Aspect-based
  • βœ“ Multi-language
  • βœ“ Intensity
βš™οΈ
Utilities

Docker Build

Build Docker images

  • βœ“ Multi-stage builds
  • βœ“ Build caching
  • βœ“ Multi-platform
πŸ”
Security

Sandbox Run

Run in isolated sandbox

  • βœ“ Container isolation
  • βœ“ Resource limits
  • βœ“ Network filtering
πŸ”
Security

Credential Audit

Audit all stored credentials for exposure

  • βœ“ Exposure scanning
  • βœ“ Risk scoring
  • βœ“ Report generation
πŸ”
Security

Credential Validate

Validate credential format and expiry

  • βœ“ Format validation
  • βœ“ Expiry checking
  • βœ“ Renewal alerts
πŸ”
Security

Oauth Flow

Complete OAuth 2.0 flow handler

  • βœ“ Authorization code
  • βœ“ Token exchange
  • βœ“ Refresh
πŸ”
Security

Mfa Verify

Multi-factor authentication verification

  • βœ“ TOTP support
  • βœ“ SMS codes
  • βœ“ Backup codes
πŸ’“
Monitoring

Progress Bar

ASCII progress bar for long tasks

  • βœ“ Visual rendering
  • βœ“ Custom characters
  • βœ“ Percentage
πŸ’“
Monitoring

Progress Eta

Estimate time remaining for tasks

  • βœ“ Rolling average
  • βœ“ Completion prediction
  • βœ“ Formatting
πŸ’¬
Communication

Notify Slack

Send Slack notifications on events

  • βœ“ Channel messaging
  • βœ“ Rich formatting
  • βœ“ Threads
πŸ’¬
Communication

Notify Discord

Send Discord webhooks on milestones

  • βœ“ Embed support
  • βœ“ Webhook delivery
  • βœ“ Rate handling
⚑
Automation

Retry Linear

Linear backoff retry

  • βœ“ Fixed intervals
  • βœ“ Attempt counting
  • βœ“ Configurable
⚑
Automation

Fallback Chain

Chain of fallback providers

  • βœ“ Multiple fallbacks
  • βœ“ Error propagation
  • βœ“ Short-circuit
βš™οΈ
Utilities

Error Capture

Capture and log errors with context

  • βœ“ Stack traces
  • βœ“ Context
  • βœ“ Formatting
βš™οΈ
Utilities

Error Recover

Attempt recovery from errors

  • βœ“ Recovery strategies
  • βœ“ State rollback
  • βœ“ Retry
βš™οΈ
Utilities

Context Prioritize

Prioritize important context

  • βœ“ Importance scoring
  • βœ“ Relevance
  • βœ“ Selective
πŸ”¬
Research

Knowledge Extract

Extract key facts from text

  • βœ“ Fact extraction
  • βœ“ Entity recognition
  • βœ“ Relationships
πŸ”¬
Research

Knowledge Graph

Build knowledge graph from context

  • βœ“ Node creation
  • βœ“ Edge mapping
  • βœ“ Graph queries
βš™οΈ
Utilities

Cost Budget

Set daily/monthly cost limits

  • βœ“ Budget allocation
  • βœ“ Overage prevention
  • βœ“ Alerts
βš™οΈ
Utilities

Cache Strategy

Implement cache strategies

  • βœ“ TTL policies
  • βœ“ Invalidation
  • βœ“ Multi-layer
βš™οΈ
Utilities

Async Task

Run tasks asynchronously

  • βœ“ Task queuing
  • βœ“ Callback
  • βœ“ Promise
πŸ’»
Development

Validate Json

Validate JSON responses

  • βœ“ Schema validation
  • βœ“ Error reporting
  • βœ“ Strict mode
πŸ’»
Development

Sanity Check

Basic sanity checks on outputs

  • βœ“ Null checks
  • βœ“ Type validation
  • βœ“ Range checking
βš™οΈ
Utilities

Web Scrape

Scrape web content

  • βœ“ HTML parsing
  • βœ“ JavaScript rendering
  • βœ“ Anti-bot
βš™οΈ
Utilities

Api Fetch

Fetch from REST APIs

  • βœ“ HTTP methods
  • βœ“ Auth headers
  • βœ“ Response parsing
πŸ”¬
Research

Funnel Analyze

Analyze conversion funnels

  • βœ“ Funnel definition
  • βœ“ Step analysis
  • βœ“ Drop-off
βš™οΈ
Utilities

Prompt Optimize

Optimize prompts for quality

  • βœ“ Token optimization
  • βœ“ Clarity
  • βœ“ Examples
βš™οΈ
Utilities

Model Compare

Compare model outputs

  • βœ“ Side-by-side
  • βœ“ Quality metrics
  • βœ“ Cost
βš™οΈ
Utilities

Error Escalate

Escalate errors to human review

  • βœ“ Severity classification
  • βœ“ Notification
  • βœ“ Queue
βš™οΈ
Utilities

Error Classify

Classify errors by type/severity

  • βœ“ Type detection
  • βœ“ Scoring
  • βœ“ Category mapping
βš™οΈ
Utilities

Context Summarize

Summarize old context

  • βœ“ Rolling summary
  • βœ“ Key extraction
  • βœ“ Compression
βš™οΈ
Utilities

Context Chunk

Chunk large context into pieces

  • βœ“ Token chunking
  • βœ“ Overlap
  • βœ“ Sequential
βš™οΈ
Utilities

Memory Load

Load previous conversation context

  • βœ“ Retrieval
  • βœ“ Reconstruction
  • βœ“ Selective
βš™οΈ
Utilities

Memory Search

Search past conversations semantically

  • βœ“ Semantic search
  • βœ“ Ranking
  • βœ“ Snippets
πŸ”¬
Research

Fact Check

Verify facts against known knowledge

  • βœ“ Cross-referencing
  • βœ“ Confidence
  • βœ“ Discrepancy
πŸ”¬
Research

Entity Track

Track mentioned entities across sessions

  • βœ“ Entity extraction
  • βœ“ Session linking
  • βœ“ History
βš™οΈ
Utilities

Cost Forecast

Predict costs for upcoming tasks

  • βœ“ Historical analysis
  • βœ“ Trend prediction
  • βœ“ Planning
πŸ’“
Monitoring

Usage Monitor

Monitor API usage patterns

  • βœ“ Usage tracking
  • βœ“ Pattern detection
  • βœ“ Anomaly
βš™οΈ
Utilities

Quota Manage

Manage API quota consumption

  • βœ“ Quota tracking
  • βœ“ Monitoring
  • βœ“ Reset
βš™οΈ
Utilities

Batch Optimize

Optimize for batch vs. streaming

  • βœ“ Batch sizing
  • βœ“ Parallelization
  • βœ“ Cost
βš™οΈ
Utilities

Cache Warm

Pre-warm frequently used caches

  • βœ“ Priority warming
  • βœ“ Scheduled
  • βœ“ Incremental
βš™οΈ
Utilities

Invoice Generate

Generate invoices from usage

  • βœ“ Usage aggregation
  • βœ“ Rate application
  • βœ“ PDF
βš™οΈ
Utilities

Parallel Execute

Execute tasks in parallel

  • βœ“ Concurrency
  • βœ“ Result aggregation
  • βœ“ Error collection
βš™οΈ
Utilities

Prefetch Data

Prefetch likely needed data

  • βœ“ Prediction
  • βœ“ Background loading
  • βœ“ Cache
βš™οΈ
Utilities

Stream Handle

Handle streaming responses

  • βœ“ Chunk processing
  • βœ“ Backpressure
  • βœ“ Buffer
βš™οΈ
Utilities

Backpressure Handle

Handle backpressure gracefully

  • βœ“ Queue monitoring
  • βœ“ Throttling
  • βœ“ Flow control
βš™οΈ
Utilities

Rate Track

Track rate limit consumption

  • βœ“ Usage monitoring
  • βœ“ Reset tracking
  • βœ“ Alerts
βš™οΈ
Utilities

Rate Reset

Wait for rate limit reset

  • βœ“ Auto-wait
  • βœ“ Retry after reset
  • βœ“ Queue
βš™οΈ
Utilities

Throttle Control

Adaptive throttling

  • βœ“ Dynamic adjustment
  • βœ“ Load-based
  • βœ“ Priority
βš™οΈ
Utilities

Priority Queue

Priority-based request queuing

  • βœ“ Priority levels
  • βœ“ Fair queuing
  • βœ“ Starvation prevention
βš™οΈ
Utilities

Leaky Bucket

Leaky bucket algorithm

  • βœ“ Rate shaping
  • βœ“ Burst handling
  • βœ“ Overflow
βš™οΈ
Utilities

Token Bucket

Token bucket algorithm

  • βœ“ Token refilling
  • βœ“ Burst allowance
  • βœ“ Fair distribution
πŸ’»
Development

Regression Detect

Detect output regressions

  • βœ“ Snapshot comparison
  • βœ“ Diff highlighting
  • βœ“ Alerts
πŸ’»
Development

Quality Score

Score output quality

  • βœ“ Quality metrics
  • βœ“ Scoring algorithms
  • βœ“ Reports
πŸ’»
Development

Mock External

Mock external API calls

  • βœ“ Response mocking
  • βœ“ Delay simulation
  • βœ“ Error injection
πŸ’»
Development

Property Test

Property-based testing

  • βœ“ Random generation
  • βœ“ Invariant checking
  • βœ“ Failure shrinking
πŸ’»
Development

Fuzz Input

Fuzz test with random inputs

  • βœ“ Mutation fuzzing
  • βœ“ Coverage tracking
  • βœ“ Crash detection
πŸ’»
Development

Snapshot Test

Snapshot testing for consistency

  • βœ“ Snapshot capture
  • βœ“ Diff comparison
  • βœ“ Update workflow
βš™οΈ
Utilities

File Organize

Organize files by pattern/date

  • βœ“ Pattern matching
  • βœ“ Date grouping
  • βœ“ Directory creation
βš™οΈ
Utilities

File Cleanup

Clean up temporary files

  • βœ“ Age-based cleanup
  • βœ“ Size limits
  • βœ“ Pattern matching
βš™οΈ
Utilities

File Sync

Sync files between locations

  • βœ“ Bidirectional sync
  • βœ“ Conflict resolution
  • βœ“ Incremental
βš™οΈ
Utilities

File Version

Version control for files

  • βœ“ Versioning
  • βœ“ Diff storage
  • βœ“ Rollback
βš™οΈ
Utilities

S3 Upload

Upload to S3 with versioning

  • βœ“ Multipart upload
  • βœ“ Versioning
  • βœ“ Presigned URLs
βš™οΈ
Utilities

Graphql Query

Query GraphQL endpoints

  • βœ“ Query building
  • βœ“ Variables
  • βœ“ Fragments
βš™οΈ
Utilities

Webhook Receive

Receive and process webhooks

  • βœ“ Signature verification
  • βœ“ Event parsing
  • βœ“ Async
πŸ”¬
Research

Deep Web

Search deep web sources

  • βœ“ Specialized sources
  • βœ“ Auth
  • βœ“ Data extraction
πŸ’“
Monitoring

Social Monitor

Monitor social media

  • βœ“ Platform APIs
  • βœ“ Alerts
  • βœ“ Trends
πŸ”¬
Research

Trend Detect

Detect emerging trends

  • βœ“ Pattern analysis
  • βœ“ Keyword tracking
  • βœ“ Velocity
πŸ”¬
Research

Competitor Track

Track competitor activity

  • βœ“ Monitoring setup
  • βœ“ Change detection
  • βœ“ Alerts
βš™οΈ
Utilities

Task Queue

Implement task queue

  • βœ“ Enqueue/dequeue
  • βœ“ Priority
  • βœ“ Retry
βš™οΈ
Utilities

Task Schedule

Schedule tasks for future

  • βœ“ Cron expressions
  • βœ“ One-time
  • βœ“ Recurring
βš™οΈ
Utilities

Task Dependency

Handle task dependencies

  • βœ“ DAG definition
  • βœ“ Topological sort
  • βœ“ Triggers
βš™οΈ
Utilities

Pipeline Build

Build processing pipelines

  • βœ“ Stage definition
  • βœ“ Data flow
  • βœ“ Error handling
βš™οΈ
Utilities

Dag Orchestrate

DAG-based orchestration

  • βœ“ DAG visualization
  • βœ“ Parallel branches
  • βœ“ Retry
πŸ”
Security

Encrypt Data

Encrypt sensitive data

  • βœ“ AES-256
  • βœ“ Key management
  • βœ“ Format-preserving
πŸ”
Security

Decrypt Data

Decrypt data securely

  • βœ“ Key handling
  • βœ“ Memory clearing
  • βœ“ Audit
πŸ”
Security

Anonymize Pii

Anonymize PII data

  • βœ“ PII detection
  • βœ“ Replacement
  • βœ“ Compliance
πŸ”
Security

Access Control

Implement access controls

  • βœ“ RBAC
  • βœ“ Permission checking
  • βœ“ Policy