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ai-reasoning-scaffolds
Use AI as a thinking partner by injecting checklists, reasoning trees, critique loops, and stepwise logic. Delegate sub-reasoning without losing coherence.
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Documentation AI Skills
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ai-strategic-fluency
Use AI to reshape strategic decisions, not just execution. Identify where AI creates competitive advantage, shifts constraints, and enables new business models.
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GitHub
ai-cognitive-readiness
Develop pre-fluency cognitive habits: recognize when not to use AI, separate thinking from generation, resist automation bias and output authority.
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critical-reviewer
Critical code review methodology. Use when reviewing code, PRs, or changes to enforce rigorous review standards.
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python-standards
Python 3.12+ coding standards and conventions (source of truth). Use when working on Python projects, implementing features, or reviewing code for standards compliance.
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python-developer
Expert Python development guidance for this codebase. Use when writing Python code, implementing features, or following project coding standards and patterns.
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python-reviewer
Python code review specialist. Use when reviewing Python code, checking for bugs, security issues, or ensuring code quality standards.
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GitHub
acli-jira
Atlassian CLI (acli) for Jira operations. Use when creating tickets, searching issues, updating status, or managing Jira work items from the command line.
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GitHub
bmad-parallel
Auto-detect and parallelize BMAD story tasks
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GitHub
parallel-executor
Automatically detect and execute parallel development tasks
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GitHub
spec-parallel
Auto-detect and parallelize Spec Kit tasks
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GitHub
athena-pr-reviewer
PROACTIVELY USED when reviewing a PR, branch, or Jira story. Handles code review against requirements and provides actionable feedback.
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GitHub
shell-scripting
Guide for writing robust shell scripts following best practices to use bash with proper options, quote variables, use modern syntax, include debugging support, and provide help.
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GitHub
jira-manage
Manage Jira tickets using jira-cli: create new issues, update existing tickets (summary, description, priority, labels, components), and close/transition tickets. Activates when user wants to: "create a ticket"...
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GitHub
opencode-authoring
Create and configure OpenCode agents and skills. Use when: "create agent", "new skill", "create skill", "write SKILL.md", "configure subagent", "add agent", or designing OpenCode extensions.
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GitHub
invoicing
Interact with the Eenvoudig Factureren API to manage clients, invoices, quotes, orders, and more. Use me when dealing with invoicing, clients, quotes, orders, deliveries, receipts, payments, stock items, or sub...
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GitHub
git-pull-request
How to create and manage pull requests in github or git.
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GitHub
pr-author-agent
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
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GitHub
rca-copilot-agent
AI-powered RCA Copilot for root cause analysis and incident explanation. Use when: (1) Building incident context retrieval from Neptune and DynamoDB, (2) Implementing evidence ranking and root cause candidate g...
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GitHub
pr-author-agent
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
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GitHub
telemetry-validator-agent
AI-powered Telemetry Validator Agent that verifies instrumentation works in sandbox environments. Use when: (1) Validating OTel spans are emitted correctly, (2) Verifying correlation headers in Kafka messages,...
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GitHub
ci-gatekeeper-agent
AI-powered CI Gatekeeper Agent that enforces observability standards in CI/CD pipelines. Use when: (1) Generating GitHub Actions/Jenkins pipelines for observability gates, (2) Configuring progressive enforcemen...
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GitHub
signal-factory-core
AI-powered Signal Factory Core for processing observability signals and maintaining the knowledge graph. Use when: (1) Developing Signal Engines (Freshness, Drift, Contract, DQ, Volume, Anomaly), (2) Configurin...
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GitHub
newsletter
Create best-in-class newsletters that people actually want to read. Use when someone needs to write a newsletter edition, develop a newsletter format, or improve their newsletter game. Covers multiple formats -...
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