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Unified Ingestion, Indexing, and Auto-Remediation Command Console
🛠️ Active Automation Recipes (57)
📂 Api & Service Integration
Automated test check to verify that all Python FastAPI models and Swift Codable decoders align ...
📂 Api Docs
End-to-end workflow to create complete Swagger/OpenAPI documentation for a new API service. Inc...
Generates a complete FastAPI server from a SQLite database schema. Produces main.py, models.py,...
Automates creation of docs/swagger folders, propagation of customized dark-themed CSS, copying ...
Monitors mlx_lm.lora completion and automatically spins up the mlx_serve.py REST API....
📂 Api-Development
Automatically wraps any python script with FastAPI and registers it in the command center datab...
📂 Api-Documentation
Register, build, serve, and proxy interactive Swagger UI specifications for multi-port microser...
📂 Automation
Configures a live background filesystem observer to monitor incremental folder modifications an...
Deploys a persistent watchdog daemon over active production folders recursively, automatically ...
📂 Backend Service
An automation recipe to fetch, cache, and serve AI-generated images through a local Node/Expres...
📂 Browser Automation
Wait for option selection cards to load in modern JS frameworks, perform native clicks, and let...
📂 Database
Initializes command center registry tables and populates them with initial core microservices....
📂 Devops
Scans all directory watchers or file monitoring scripts in the codebase and verifies they expli...
📂 Devops / Native Macos
Deploy persistent SBB services and LLM worker daemons natively on macOS hosts using plist agent...
📂 Documentation
Regenerate all architecture diagrams from live database state to keep documentation current....
Playbook to run the textbook compilation pipeline, extracting real-time SQLite schemas, generat...
📂 Filesystem Sync
Allows replicating files and directories in symlinked/de-duplicated workspaces without SameFile...
📂 Frontend Automation
Automatically compiles raw HTML directories lists into a dark themed, glassmorphic index file w...
📂 Game Development
Procedural recipe for generating circular masked sprite nodes with glassmorphic borders inside ...
Procedural generation of clean HUD overlay containers containing static map meshes and dynamic ...
Procedural recipe for implementing status-aware combat turn queues that do not mutate base spee...
Procedural recipe for lightweight weather VFX in canvas-based HTML5 games....
Procedural implementation for customizable game screen overlay effects utilizing canvas drawing...
📂 Gateway Setup
Standard procedure to start any gateway/API service with proper config, auth, and validation. P...
Automated compilation of macOS AppIcon.icns and inclusion of high-resolution UI logos in Xcode ...
Automates physical folder scanning, H.264 transcoding, duration checking, and SQLite DB registr...
Ensure Node.js HTTP or Express servers follow orchestration constraints....
📂 Git Infrastructure And Automation
A playbook to configure Git LFS for compiled documents, reset unpushed commits containing bloat...
📂 Google-Sites-Automation
Automated end-to-end Google Sites generation from SQLite data to published site...
📂 Grading
Automates SBB project layout structural AST validation and visual QA grading injection to achie...
📂 Infrastructure
Enforces unique port mappings for distributed microservices and verifies actual service presenc...
Mock deploy...
📂 Infrastructure/Hygiene
Scan monorepos for exact duplicate files and consolidate them via symlinks to save disk space w...
📂 Ingress & Ui Components
Standard workflow to compile and deploy the premium SwiftUI chat terminal with localized markdo...
📂 Ios Development
End-to-end automated pipeline to audit SwiftUI feature stubs for App Store Guideline 2.1 compli...
📂 Macos Ui Scaffold
Enables importing local assets and running a fully featured JS/HTML5 game engine or web dashboa...
📂 Media Streaming
A step-by-step recipe to replicate the synchronized multi-room W-SBB Music Station architecture...
📂 Openclaw Core Gateway & Protocol Alignment
A playbook for optimizing pnpm workspaces by listing packages explicitly and targeting the corr...
A playbook to locking Node engines to LTS version and aligning TS target compilation output....
A playbook to provision an unauthenticated local event gateway strictly bound to loopback inter...
📂 Proxy Config
Template-based deployment of a Python reverse proxy that eliminates CORS issues between Swagger...
Locates a fresh Mac Mini edge node on the local subnet using an ARP sweep, configures secure fi...
📂 Remediation
Recursively walks monorepo stubs/gaps from requirements.db, dispatches local LLM (sbb-unified:l...
Master daemon loop coordinating gaps scans, vector indexing, code auto-remediation, code change...
📂 Repository Sync
Standardized playbook to synchronize microservices and primary git repositories across the SBB ...
📂 Sdk Development
Standardized approach to generate, import, and test a namespace-isolated Python and JS client S...
📂 Sovereign Portfolio & Releases
Playbook to automate browser screenshots of local HTML indices and remote GitHub Pages URLs int...
📂 Static Site Deployment
Step-by-step recipe to compile, organize, verify, and deploy modern static blog posts and high-...
📂 Telemetry
Deploy a persistent background telemetry daemon that scans the monorepo, updates HTML dashboard...
📂 Testing
A standardized set of curl queries to test a running OpenClaw API gateway for correctness acros...
A clean, fast script to reclaim 50GB+ of local NVMe SSD space safely in under 30 seconds....
Automated routine to push mock chat tasks into Redis queue, intercept them via background LLM w...
How to process 100+ DB records with local LLMs without hallucinating or repeating....
Forces the AI agents to review their own staged pull requests, clean up logic, and verify chang...
Captures in-game screenshots and uses computer vision or multimodal LLM logic to see exactly wh...
Nightly routine for pruning db, creating reports, and emailing the CEO...
📂 Testing/Qa
Automatically capture, validate, and store playtester comments and ratings inside structured da...
🕹️ Auto-Remediation Mapping Hub
Programmatically matches monorepo requirements gaps to executable recipesThe iOS booking interface lacks a Swift 6 concurrent task to retrieve real-time salon availability securely via the OpenClaw Gateway. This g...
The pending milestone task requires integrating the Firebase iOS SDK safely into the .pbxproj file using dedicated xcode-project-setup tools...
The current state of the Crown & Coil iOS source directories (`ios_app`, `ceo_ios_app`) contains redundant boilerplate views and duplicate a...
The system lacks a modular build pipeline script (`scripts/build_ios_app.rb`) that is required to compile SwiftUI targets and record compila...
The system lacks an interactive voice synthesis sandbox within OpenClaw's UI, preventing salon operators from reviewing Vapi prompt behavior...
The current implementation lacks comprehensive unit tests in `tests/test_voice_intents.py` to validate the mapping of complex booking intent...
The pending milestone task requires standardizing textured hair care guidelines within the agent knowledge bases, ensuring custom locs/braid...
The system lacks a fully implemented AI-driven backup booking engine that defaults to voice scheduling via a standard queue when live Vapi w...
The integration of Vapi call recording and transcription telemetry into the Crown & Coil client relationship database tables is incomplete. ...
The system lacks a critical webhook integration in the sbb-sms-service that should trigger an automated SMS follow-up immediately after a su...
The current implementation in sbb_voice_router.py lacks a validation utility to ensure voice-initiated booking timestamps align with real-ti...
The system lacks a fully implemented automatic intake verification routing system capable of parsing and directing 20+ salon-specific intent...
The system lacks a fully implemented dynamic webhook handler within the OpenClaw project's gateway module (openclaw/src/gateway/vapi-webhook...
The current implementation in `sbb-agent/crew/tools/sbb_tools.py` lacks a standardized taxonomy for hair care services, which is critical fo...
The system lacks a comprehensive mapping of the 25 corporate roles to their exact RabbitMQ routing keys, which is essential for enabling cle...
The sbb_sites_engine module lacks comprehensive logging of operational activities, patterns, and lessons learned as mandated by Rule 3. This...
The system lacks a scheduled task to automatically copy Playwright automation modules from the source repository to the automator/ directory...
The system lacks a mechanism to automatically generate blogs from new entries in watched databases, creating a gap in content creation and i...
The system lacks a defined process for migrating data between the requirements.db and discovery_feed databases, specifically for moving 297 ...
The system lacks a centralized mechanism to migrate and synchronize requirements across different databases, leading to potential data incon...
The database schema for tracking new DB entries that trigger content updates is incomplete or missing. This results in an inability to effec...
The sbb_sites_engine category lacks a complete scaffold directory structure, necessary generator copies, and git initialization, creating a ...
The sbb_sites_engine module lacks complete CRUD (Create, Read, Update, Delete) operations for task tracking, which is essential for managing...
The sbb_sites_engine table in the DB Tasks database lacks a foreign key constraint referencing the site_generation_id field. This omission p...
The sbb_sites_engine module lacks a properly initialized Git repository, which is essential for version control, collaboration, and deployme...
The database schema for tracking generated sites per project is incomplete or missing, leading to an inability to effectively monitor and ma...
The projects table in the Command Center database lacks integration with the sbb_sites_engine module, creating a structural gap that prevent...
The system lacks a defined process for copying all 7 generator modules to the generator/ directory, resulting in incomplete deployment of cr...
The sbb_sites_engine category lacks a centralized mechanism to consolidate paths, tokens, and project registry information, leading to poten...
The system lacks a comprehensive architecture document containing Mermaid diagrams, which are essential for understanding the system's struc...
The system lacks a mechanism to automatically generate Google Sites intake specifications for each project, creating a gap in the integratio...
The sbb_sites_engine component lacks a --dry-run option to verify task execution without modifying the database. This absence prevents admin...
The current system lacks a unified one-command pipeline execution capability within the sbb_sites_engine category, resulting in fragmented t...
The sbb_sites_engine module lacks formal Architecture Decision Records (ADRs), which are critical for documenting design decisions, rational...
The sbb-sites-engine repository lacks a defined commit process, leading to potential integration issues and version control inconsistencies....
The system lacks a comprehensive mapping of integration points across all interconnected systems, which results in potential misconfiguratio...
The current system lacks comprehensive verification suites to test critical aspects of the mainframe chat upgrade, including rendering speed...
The current system lacks the capability to enable direct natural language querying of the 9 system databases, codebase AST audits, service m...
The dev_blog_engine category lacks a defined mechanism for setting up recurring posting schedules, which is essential for automating content...
The dev_blog_engine category lacks a functional requirement to test LinkedIn post integration, which is essential for validating the social ...
The dev_blog_engine lacks a post scheduling system, preventing the automation of content publication timelines. This deficit inhibits the in...
The system lacks a properly implemented wire OAuth callback for the LinkedIn API, which is essential for handling the OAuth 2.0 authorizatio...
The system lacks a mechanism to verify that automated tasks in the sbb_automation category maintain parity with their original script counte...
The system currently relies on individual scripts for automation tasks, which lacks centralized management and version control. This fragmen...
The system lacks a unified sbb_xcode_tool.rb script that consolidates subcommands for managing Xcode tasks within the SBB environment. This ...
The system lacks a centralized analysis of overlapping functionality across all 8 Ruby scripts in the sbb_automation category. This gap prev...
The current system lacks a gated TestFlight upload step in the automation workflow, which is necessary for securely distributing beta softwa...
The sbb_automation category lacks defined xcodebuild and test execution steps, creating a gap in the CI/CD pipeline for iOS application buil...
The system lacks a requirement completion gate that enforces a 95% threshold for task completion, leading to potential integration blockages...
The absence of a GitHub Actions workflow for iOS builds in the .github/workflows directory prevents automated compilation and testing of iOS...
The system lacks a comprehensive end-to-end test for the full fastlane pipeline, which is critical for ensuring the integration of all compo...
The system lacks a configured deliver lane specifically for App Store submission, which is critical for the deployment pipeline. This absenc...
The system lacks a configuration parameter to define gym lane settings for the IPA (Identity Provider Authentication) integration. This abse...
The system lacks a configured scan lane for executing tests, which is essential for integrating test workflows with the database tasks modul...
The system lacks a documented process for generating matchfiles required for code signing, which is essential for ensuring software integrit...
The system lacks a mechanism to generate Appfiles that include team_id and bundle_id parameters, which are essential for proper application ...
The aura_bookings category lacks a defined compilation process, specifically the execution of xcodegen and xcodebuild commands. This absence...
The system lacks a documented process for generating XcodeGen project.yml files, which are essential for automating iOS project configuratio...
The system lacks a query to retrieve color tokens from the brand_design_system database, which is necessary for swapping color tokens across...
The system lacks a structured data model scaffolding process for aura_bookings, which is essential for generating Swift models from database...
The current system lacks the capability to resolve query dependencies necessary for generating the Package.swift file in the aura_bookings c...
The system lacks a mechanism to generate directory structures from source_files, which is essential for organizing and managing files within...
The system lacks comprehensive implementation of WCAG AA contrast ratio standards across all dashboard labels and indicators, creating a bar...
The dashboard requirements list lacks dynamic search and filter capabilities implemented via clientside JS routing, which is essential for e...
The system lacks integration of the Google Inter Font family in frontend pages, which is required to establish modern typography options. Th...
The system lacks a cohesive dark-mode first design palette with tailored slate backgrounds and vibrant green/cyan indicator highlights, whic...
The current telemetry indicators lack smooth transitions and micro-animations, which are essential for enhancing live user interaction quali...
The system lacks a dynamic Mermaid flowchart integration within the dashboard to visualize active multi-agent communication topologies. This...
The system lacks an interactive, sortable requirements table in the dashboard UI that displays real-time database verification completion pe...
The OpenClaw user interface lacks real-time visual telemetry gauges that display critical system metrics such as Metal acceleration flags, a...
The system lacks consistent implementation of high-quality CSS glassmorphism styling (`backdrop-filter: blur(16px)`) across all system progr...
The system lacks a build verification script (scripts/verify_deployment.py) to ensure production assets build without warnings. This gap pre...
The system lacks standardized packaging rules that exclude local configuration overrides and build caches from target archive bundles. This ...
The system lacks a robust local file deployment engine capable of verifying target system integrity before copying compiled assets. This gap...
The system lacks a mechanism to streamline git commit message generation using local sbb-unified coding models, resulting in inconsistent an...
The system lacks a mechanism to automatically broadcast build failure alerts to the SBB RabbitMQ system channels. This absence prevents real...
The system lacks a clean database migration rollback protocol in Alembic, which is critical for quickly restoring database versions during i...
The system lacks a configured staging environment on Firebase Hosting to deploy dashboard UI previews before production deployment. This abs...
The system lacks a custom release manager script to automate the packaging and publishing of documentation manuals to Firebase Hosting targe...
The system lacks standardized git-hook triggers across the SBB repository, preventing automatic execution of syntax and style linters prior ...
The system lacks a dynamic GitHub Actions workflow (.github/workflows/openclaw-release.yml) to automate the building and tagging of stable O...
The system lacks a custom macOS Sandbox profile specifically configured for SBB executions. This absence prevents the enforcement of restric...
The system lacks a security audit logger in the `openclaw/src/gateway/security.ts` file to record failed HTTP authentication attempts in rea...
The current system lacks a mechanism to enforce secure credential management for RabbitMQ broker connections. Connections are currently usin...
The current implementation lacks robust CORS origin validation on all OpenClaw Gateway routes, allowing unrestricted access to system metric...
The system lacks a comprehensive audit process for third-party dependency package-lock files within the /openclaw directory. This gap preven...
The centralized Command Center database lacks encryption for client PII (names, phone numbers, hair history) at rest, creating a critical se...
The system lacks a dynamic script to audit workspace file permissions, which is critical for maintaining security compliance and ensuring th...
The system lacks a mechanism to enforce secure, scope-gated client tokens for all third-party integrations (Vapi, VibeUp, Firebase). This ab...
The system lacks local network security policies that restrict SQLite port bindings to the loopback interface (127.0.0.1). This absence allo...
The OpenClaw Gateway lacks JWT-based API authorization, leaving developer endpoints vulnerable to unauthorized network access. This absence ...
The current system lacks a mechanism to log hardware thermal and performance data directly into the sbb_command_center.db telemetry table. T...
The system lacks an autonomic recovery mechanism to handle frozen Ollama instances causing 504 gateway timeouts in REST API responses. This ...
The system lacks a Metal Performance Shader (MPS) sanity check script to verify local hardware acceleration is active before executing codin...
The system lacks a mechanism to monitor the physical memory footprint of individual agent databases. This deficit prevents the system from a...
The system lacks a hardware watchdog thread within OpenClaw to monitor and automatically resolve frozen local LLM processes. This absence cr...
The system lacks a utility to dynamically throttle background code compilation tasks during high-frequency voice booking requests, leading t...
The current system lacks strict enforcement of context window boundaries (`num_ctx=8192`) for sbb-unified models, leading to potential VRAM ...
The system lacks an optimized Ollama startup manager that enables Metal GPU acceleration on macOS system startup, creating a gap in system i...
The system lacks a VRAM scavenger utility that dynamically offloads non-essential local models when unified memory falls below 4GB. This abs...