sift-coder

Add a new feature to an existing application, following established patterns and conventions.

Generate enterprise Apex patterns - FFLib, Selector, Domain, Service, UnitOfWork

Apex development - analyze anti-patterns, bulkify code, generate enterprise patterns

Generate, validate, and manage API documentation and tooling.

Deep Code History Intelligence - AI-powered archaeology into why code exists

Run comprehensive tests to verify that changes are contained within defined boundaries and haven't affected protected areas.

Token/cost awareness - set budgets, track usage, optimize efficiency

Build a new project from a specification file

AI-designed chaos experiments based on your specific architecture. Find weaknesses before they find you.

Save and restore named checkpoints with full context

Manage licenses, generate SBOMs, and ensure regulatory compliance.

Configure siftcoder settings and cloud sync

Continue a paused siftcoder workflow from where you left off

Analyze errors, trace issues, and find root causes faster.

Generate documentation - code, user-manual, architecture, or technical

Let AI "dream" creative solutions without constraints. Explore wild ideas, then filter back to reality. Unlock innovation through unconstrained thinking.

AI Rubber Duck Debugging - Forces YOU to explain code, AI asks probing questions

Detects code that causes developer frustration, measures cognitive load, and identifies emotional friction in your codebase.

Browse real-world examples of siftcoder in action.

Manage the feature queue for siftcoder workflows.

Fix an issue with defined boundaries to prevent unintended changes

Focus siftcoder on a specific feature, area, or file set

Technical Debt Fortune Telling - Predicts which tech debt will cause problems and when

Intelligent Edge Case Generation - AI-generated adversarial test cases targeting code weak points

Find gaps between specification and implementation, plus discover undocumented features.

Explore alternative implementations without touching your actual code. Ask "what if?" and see the consequences.

Session memory and handoff - persist context across sessions

When a build, test, or lint fails, automatically analyze the error, propose a fix, apply it, and retry - looping until success or max iterations.

Your guide to siftcoder - the autonomous multi-agent coding system.

Analyze specifications, research market trends, and creatively suggest new features with multi-level depth analysis.

Enhance and improve specification quality with testable criteria

Connect with GitHub, issue trackers, and other development tools.

Automatic Contract Mining - Discovers implicit invariants and makes them explicit

Safely investigate an issue in read-only mode without making changes

Query and manage the siftcoder knowledge base - patterns, gotchas, and decisions learned across sessions.

Explore, understand, and learn codebases effectively.

LWC debugging - wire issues, lifecycle, performance, component state analysis

Lightning Web Component development - create, analyze, wire adapters, events, Jest tests

Safely upgrade dependencies, migrate frameworks, and manage database changes.

Check what's not yet implemented from spec or feature queue

Analyze logs, errors, and production behavior.

Code-to-Story Translation - Converts code into narrative explanations for any audience

Refactor or optimize code with safety boundaries and regression testing.

Predictive Intent Engine - Predicts what you're about to do before you ask

Organize a project folder into the Sift monorepo structure

Interactive pair programming mode - AI suggests, you approve each step

Pause the current siftcoder workflow for later resumption

Analyze, profile, and optimize application performance.

Cross-Language Intelligence - Ensures consistency and finds issues across multiple languages

Preview changes before applying - show diff with approval step

Identify and execute safe refactoring operations.

Resume a paused workflow (alias for /siftcoder:continue)

Reverse engineer existing code to create a specification document. Analyzes the codebase and produces a structured spec that could be used to recreate the project.

Comprehensive code review automation for PRs, diffs, and code changes.

Change Impact Visualization - See how changes ripple through your entire system

Rollback to a previous checkpoint, undoing changes made during a feature or fix workflow.

Schema migration and change management - plan, diff, deploy, rollback schema changes

Salesforce schema management - create objects, fields, relationships, ERD diagrams

Manage boundaries for fix/optimize workflows - show, add, remove files

Comprehensive security scanning for your codebase.

Salesforce architecture review - security, scalability, governor limits, sharing model

Salesforce architecture tools - diagrams, capacity planning, architecture analysis

Salesforce integration setup - Named Credentials, External Credentials, OAuth, REST callouts

Salesforce debug log analysis - parse logs, identify bottlenecks, governor limits

Salesforce deployment management - validate, deploy, diff, rollback, CI/CD setup

Salesforce custom logging - Platform Events, logging framework, real-time monitoring

Salesforce package development - unlocked packages, versioning, dependencies

Salesforce test data management - factories, seed data, sanitization

Salesforce test generation - comprehensive tests, coverage analysis, bulk testing, mocks

Salesforce webhook handling - create inbound webhook endpoints with HMAC verification

Main siftcoder orchestration - autonomous coding workflows for BUILD, MAINTAIN, and DOCUMENT

Learn from failures - remember what didn't work and try different approaches

Show current siftcoder progress and status with resume context

Discover trending app ideas from online resources, filter by your preferences, generate specifications, and build your next project.

Parallel agent execution - run multiple agents on independent tasks simultaneously

Synchronize knowledge to cloud storage

Test-driven generation - write tests first, generate code that passes them

Team knowledge sharing and collaboration

Generate, analyze, and improve tests for your codebase.

Reconstruct the exact state of your application at any point in history. Debug issues by traveling back to when they occurred.

View execution trace - see what AI did, why, and alternatives considered

Analyze and capture understanding of a project's structure, patterns, and architecture.

Interactive step-by-step guide to using siftcoder. Perfect for first-time users.

Minimalist Code Mode - Aggressively simplifies code, removing every non-essential line