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Analyze Screenpipe CLI and Desktop Logs
This skill provides comprehensive log retrieval and analysis capabilities for the Screenpipe ecosystem. It enables developers to diagnose issues by querying both the core CLI backend and the desktop application logs using advanced filtering…
Manage scheduled AI automations via CLI
This CLI manages scheduled AI automations (pipes) and associated service connections (Slack, Discord, etc.). Developers can list, enable, run, and debug pipes, or set up and test credentials for various integrations directly from the termin…
Screenpipe Monorepo Release Automation
Automates version bumping, committing, and triggering GitHub Actions for the Screenpipe monorepo components, including the desktop app, CLI, and MCP. It facilitates monitoring build status and managing the transition from draft to published…
Local API for Screen Activity Analysis
This tool provides a comprehensive local REST API for querying and analyzing user activity data, including screen recordings, audio transcripts, and UI element context. Developers can programmatically retrieve usage summaries, perform targe…
Evidence-backed web research and fact-checking skill
This skill provides verifiable, cited answers by integrating real-time web search results, allowing agents to generate responses with confidence scores and identify source contradictions. It supports both fast, anti-hallucination LLM ground…
Adversarial Code Review for Pipeline Hardening
This skill facilitates the systematic hardening of BFCL training and evaluation pipelines through iterative adversarial review rounds. It employs an external LLM to identify potential bugs, which are then verified against the codebase to en…
Structured planning and assertion generation skill
This skill mandates the creation of a structured test assertions file, guiding automated verification runners. It allows developers to categorize tests by data, pipeline, or agent layers, setting severity gates from warning to immediate abo…
ABA-based Protocol for Precise Agent Execution
This protocol enforces rigorous, observable goal setting and mandates step-by-step execution where every state-changing command must be independently verified against the observable state. It prevents the reinforcement of bad patterns by re…
Automated Pull Request Review and Fix
Systematically analyses open pull requests for CI failures, review comments, and code quality issues, then applies fixes to the relevant branches.
Authoring and Refining Agentic Skills
This skill guides the end-to-end process of designing, improving, and evaluating reusable agent skills. It provides structured methodologies for enhancing trigger quality, auditing skill collections for overlap, and ensuring robust, testabl…
Orchestrates periodic repository quality reviews and escalations
This skill coordinates comprehensive, periodic repository audits, dispatching findings to specialized reviewers for API contracts, documentation, and code quality. It aggregates results, normalizes findings, and escalates outcomes into repo…
Standardized planning workflow management skill
This skill standardizes the planning process by guiding users through selecting appropriate execution modes (spec or no-spec) based on task scope and complexity. It enforces structured workflows, ensuring necessary confirmations and maintai…
CloudBase API Contract Review
Audits CloudBase cloud API wrappers and MCP tools for discrepancies between implementation and official documentation. It verifies parameter casing, request shapes, and interface names to ensure contract correctness.
End-to-end attribution issue triage and repair
This skill manages the full lifecycle of MCP attribution issues, providing an auditable workflow that moves beyond simple status updates. It diagnoses failures using run traces, isolates repairs in dedicated worktrees, and drives the fix th…
Manage and Sync Local Agent Skills
This tool standardises, validates, and synchronises locally maintained skills into various agent directories. It manages the entire lifecycle, including converting non-standard sources into the required SKILL.md format and handling symlink-…
Automated git workflows for development delivery
This skill formalises complex, multi-step git delivery workflows, allowing agents to execute structured processes like conventional commits, safe PR creation, and release note generation. It also facilitates isolated worktree analysis and f…
Structured Documentation and Workflow Generation
This skill provides structured workflows for generating various documentation artifacts, including articles, issue drafts, prototypes, and design reviews. It standardises the creation of technical content and internal documentation using pr…
Audit Documentation Freshness and Drift
This skill audits repository documentation surfaces, including published docs and READMEs, to detect drift against the current codebase and generated assets. It systematically identifies stale statements, broken references, and inconsistenc…
Automated Codebase Audit, Issue Tracking, and Fixing
This skill performs a comprehensive, end-to-end codebase audit, systematically identifying security, quality, and logic vulnerabilities. It then automatically generates structured GitHub issues, fixes each issue in an isolated worktree, and…
Tencent CloudBase Full-Stack Development Toolkit
This comprehensive toolkit provides structured guidelines and the Model Context Protocol (MCP) interface for managing the entire CloudBase development lifecycle. It facilitates full-stack development across web, mini-programs, and native ap…
Web Frontend Implementation and Validation
Provides guidance for implementing, debugging, and deploying web frontends using React, Vue, and Vite. It focuses on engineering execution, including browser-based validation and CloudBase Web integration.
Generates High-Fidelity UI Design Specifications
This skill guides the creation of high-fidelity, aesthetically rich user interfaces for web and mini-programs. It mandates a structured design specification, including color palettes, typography, and layout strategy, before generating any i…
Structured development specification workflow
A workflow for managing medium-to-large changes through explicit requirements, technical design, and task planning. It ensures clear acceptance criteria and architectural alignment before implementation begins.
CloudBase RDB client for web applications
This skill provides the canonical pattern for initializing the CloudBase Relational Database client within a web frontend. It enables developers to perform standard CRUD operations using a Supabase-style query interface directly from the br…