GitHub
module-development
Guide for creating new Amplifier modules including protocol implementation, entry points, mount functions, and testing patterns. Use when creating new modules or understanding module architecture.
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python-standards
Python coding standards for Amplifier including type hints, async patterns, error handling, and formatting. Use when writing Python code for Amplifier modules.
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GitHub
amplifier-philosophy
Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles. Use when designing new modules or making architectural decis...
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GitHub
graphite
Use for Graphite CLI stacked PRs workflow in repos with .git/.graphite_repo_config. Triggers: graphite, stacked PRs, dependent PRs, chained PRs, PR stack, gt create, gt modify, gt submit, gt sync, gt restack, g...
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GitHub
lifesciences-graph-builder
Orchestrates life sciences APIs to build knowledge graphs using the Fuzzy-to-Fact protocol, combining MCPs for nodes and curl for edges, then persisting to Graphiti. This skill should be used when the user asks...
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GitHub
lifesciences-proteomics
Queries protein databases (UniProt, STRING, BioGRID) via curl for protein lookups, protein-protein interactions, functional enrichment analysis, and cross-database ID mapping. This skill should be used when the...
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GitHub
lifesciences-clinical
Queries clinical databases (Open Targets, ClinicalTrials.gov) via curl for target-disease associations, target tractability assessment, and clinical trial discovery. This skill should be used when the user asks...
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GitHub
lifesciences-genomics
Queries genomic databases (Ensembl, NCBI, HGNC) via curl for gene lookup, variant annotation, orthology, and cross-database ID resolution. This skill should be used when the user asks to "annotate variants", "f...
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GitHub
lifesciences-pharmacology
Queries pharmacology databases (ChEMBL, PubChem, DrugBank, IUPHAR) via curl for drug mechanisms, target identification, bioactivity profiling, and indication discovery. This skill should be used when the user a...
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GitHub
lifesciences-crispr
Validates synthetic lethality claims from CRISPR knockout screens using BioGRID ORCS 5-phase workflow. This skill should be used when the user asks to "validate synthetic lethality", "query CRISPR essentiality...
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GitHub
docs-validation
Validate SaladCloud documentation tutorials and how-to guides. Use when asked to validate, test, verify, or check documentation for accuracy, working code examples, correct API calls, or UI consistency. Support...
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GitHub
handoff
Create a comprehensive handoff document capturing the current task context, problem/feature details, progress, and next steps for seamless continuation by another agent or future session.
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GitHub
design
Gather requirements and create a specification for a new feature or system. Use when the user wants to design, spec out, or plan requirements for something they want to build.
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GitHub
api-documenter
API documentation specialist for OpenAPI/Swagger specifications. Use when documenting REST or GraphQL APIs.
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GitHub
architecting-solutions
Designs technical solutions and architecture. Use when user says "design solution", "architecture design", "technical design", or "方案设计" WITHOUT mentioning PRD. For PRD-specific work, use prd-planner skill...
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GitHub
auto-trigger
Workflow automation hooks for agent-playbook skills. This skill defines automatic triggers between skills - DO NOT use directly, it's a configuration skill that other skills reference.
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GitHub
self-improving-agent
A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/err...
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GitHub
refactoring-specialist
Code refactoring expert for improving code structure, readability, and maintainability. Use when user asks to refactor, clean up, or improve code quality.
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GitHub
code-reviewer
Reviews pull requests and code changes for quality, security, and best practices. Use when user asks for code review, PR review, or mentions reviewing changes.
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GitHub
prd-planner
Creates PRDs using persistent file-based planning. Use when user explicitly says "PRD", "product requirements document", or "产品需求文档". Combines PRD methodology with planning-with-files to avoid context swi...
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GitHub
workflow-orchestrator
Automatically coordinates multi-skill workflows and triggers follow-up actions. Use when completing PRD creation, implementation, or any milestone that should trigger additional skills. This skill reads the aut...
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GitHub
documentation-engineer
Technical documentation expert for creating clear, comprehensive documentation. Use when user asks to write docs, create README, or document code.
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GitHub
figma-designer
Analyzes Figma designs and generates implementation-ready PRDs with detailed visual specifications. Use when user provides Figma link or uploads design screenshots. Requires Figma MCP server connection.
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GitHub
create-pr
Creates pull requests with bilingual documentation updates. Use when user asks to create PR, make a pull request, or submit changes for review. Automatically updates both English and Chinese README files.
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