GitHub
architecture-docs
Create and maintain architecture documentation with Mermaid diagrams. Use when writing technical documentation, system diagrams, or updating the implementation plan.
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GitHub
rfp-ingest
Ingest RFP opportunities from multiple data sources (SAM.gov, eMMA, RFPMart). Use when adding new data sources, modifying ingestion logic, or debugging data fetching issues.
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GitHub
architecture-docs
Create and maintain architecture documentation with Mermaid diagrams. Use when writing technical documentation, system diagrams, or updating the implementation plan.
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GitHub
clerk-authentication
Guidelines for integrating Clerk authentication into the RFP Discovery application with Convex
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GitHub
rfp-ingest
Ingest RFP opportunities from multiple data sources (SAM.gov, eMMA, RFPMart). Use when adding new data sources, modifying ingestion logic, or debugging data fetching issues.
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GitHub
rfp-evaluate
Evaluate RFP opportunities using the 6-dimension scoring framework. Use when modifying evaluation criteria, adjusting keyword weights, or implementing AI-based evaluation.
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GitHub
compliance-matrix
Generate and track compliance matrices for RFP requirements. Use when building requirements tracking features, implementing compliance checklists, or ensuring proposal coverage.
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GitHub
convex-patterns
Convex database patterns and best practices for RFP Discovery. Use when writing Convex queries, mutations, actions, or schema definitions. Also helpful for real-time subscriptions and auth integration.
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GitHub
convex-patterns
Convex database patterns and best practices for RFP Discovery. Use when writing Convex queries, mutations, actions, or schema definitions. Also helpful for real-time subscriptions and auth integration.
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GitHub
convergence-diagnostics
MCMC convergence diagnostics using CmdStanPy and ArviZ
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GitHub
bayesian-workflow
Use when performing Bayesian statistical analysis, building probabilistic models, or when the task involves prior specification, posterior inference, or predictive checks.
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GitHub
artifact-guidelines
Guidelines for writing reports, organizing files, and generating code artifacts
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GitHub
stan-coding
Best practices for writing efficient, clean Stan programs
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GitHub
visual-predictive-checks
Guidelines for visual predictive checks following Säilynoja et al. recommendations using ArviZ
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GitHub
stan-ode-modeler
Guidelines for Stan models with ODE-based dynamics using modern interfaces
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GitHub
python-environment
Python environment setup with uv, shared utilities, and script structure guidelines.
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GitHub
jira-bug-fetcher
Fetches bug tickets from Jira using Atlassian MCP and formats them for AI-assisted bug fixing. Use when user mentions a Jira ticket key (like EMS-1234, PROJ-567) and wants to fix a bug, or when starting a bug-f...
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GitHub
codebase-research
Patterns and methods for researching a codebase to understand bug context. Use when investigating how code works, finding related files, or understanding code flow.
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GitHub
bug-fix-testing
Patterns for creating tests that verify bug fixes and prevent regressions. Use when writing tests for bug fixes, creating regression tests, or verifying fix effectiveness.
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GitHub
rca-verification
Methods for validating root cause analyses. Provides checklists for 5 Whys depth, execution path accuracy, and fix strategy soundness. Use when reviewing RCA reports.
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GitHub
bug-coordinator
Orchestrates the complete bug-fixing workflow from Jira ticket to implementation. Use when starting to fix a bug, managing the bug-fixing pipeline, or checking workflow progress.
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GitHub
signalpilot-design-system
Design system for SignalPilot UI with Soft Violet gradient, Isometric pattern, and brand-native components. Use when building any SignalPilot frontend, UI components, styling, or visual design work.
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GitHub
marketing-writer
Write authentic, conversion-focused marketing content for product features and launches. Use when Maurice ships a feature, needs landing page copy, tweet threads, launch emails, or any marketing content. Automa...
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GitHub
roadmap-builder
Provides ruthless prioritization framework for product decisions. Use when advising what to build next, challenging feature ideas, evaluating new features against Impact vs Effort matrix, applying stage-based r...
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