machine-learning
5K
debug-distributed
Guide for debugging distributed training issues in AReaL. Use when user encounters hangs, wrong results, OOM, or communication errors.
inclusionAI
data-ai
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
machine-learning
5K
add-archon-model
Guide for adding a new model to the Archon engine. Use when user wants to add support for a new HuggingFace model architecture in ArchonEngine.
inclusionAI
data-ai
data-analysis
4.9K
excel-subtotal-audit
Audit generated Excel reports by enumerating populated output rows, exposing formulas, and checking that each subtotal range includes all visible detail rows.
HKUDS
data-ai
data-analysis
4.9K
pdf-checklist-generator
Generate structured PDF checklists and reports with tables, sections, and scoring criteria using Python libraries
HKUDS
data-ai
data-analysis
4.9K
integrated-report-bundle
Generate spreadsheet, diagram, and PDF report as a cohesive deliverable set with iteration budgeting per component
HKUDS
data-ai
data-engineering
4.9K
incremental-audio-workflow
Step-by-step audio production with per-stem verification, timing alignment, and incremental quality gates
HKUDS
data-ai
data-engineering
4.9K
audio-track-production
End-to-end audio production workflow with stems, effects, archiving, and verification
HKUDS
data-ai
data-engineering
4.9K
incremental-excel-build
Build complex Excel files through staged, verifiable steps with intermediate CSV outputs for debugging
HKUDS
data-ai
data-engineering
4.9K
pptx-debug-workflow
Systematic debugging workflow for python-pptx presentation generation
HKUDS
data-ai
data-engineering
4.9K
resilient-research-workflow
Unified workflow that delegates failed web searches to shell_agent for resilient data gathering, then applies anchored spreadsheet proof gates for verified Excel output
HKUDS
data-ai
data-engineering
4.9K
panel-component-aggregator
Dashboard panel component pattern for aggregator/summary panels that accept pushed partial data updates via updateData(), defer rendering until first data arrives, and incrementally re-render metrics without re-fetching — ideal for panels that synthesize data already fetched by other panels.
HKUDS
data-ai
data-engineering
4.9K
virtual-list
Implement efficient virtual scrolling for rendering large lists with DOM recycling, chunk-based rendering, and performance optimizations
HKUDS
data-ai
llm-ai
4.9K
cascade-fail-recovery
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
HKUDS
data-ai
llm-ai
4.9K
detect-zero-iteration-failure
Identify and classify agent failures occurring before execution starts
HKUDS
data-ai
llm-ai
4.9K
detect-zero-iteration-failures
Identify and handle pre-execution agent failures occurring before any iterations or tool usage
HKUDS
data-ai
llm-ai
4.9K
doc-gen-unicode-diagnostic
Systematic document generation with unicode sanitization, engine fallback chain, and explicit error diagnosis
HKUDS
data-ai
llm-ai
4.9K
document-gen-dual-backend
Document generation with direct pandoc/ReportLab execution (lightweight default) and optional shell_agent fallback for complex scenarios
HKUDS
data-ai
llm-ai
4.9K
document-gen-resilient-workflow
Robust document generation with engine fallback chain, error diagnostics, and Python alternatives
HKUDS
data-ai
llm-ai
4.9K
document-gen-fallback
Fallback workflow for multi-format document generation when shell_agent encounters errors
HKUDS
data-ai
llm-ai
4.9K
ppt-generation-resilient
Robust PowerPoint generation with shell_agent primary approach and python-pptx fallback, including working directory verification and inline error debugging
HKUDS
data-ai
llm-ai
4.9K
ppt-generation-resilient
Resilient PowerPoint generation with shell_agent primary path and python-pptx fallback
HKUDS
data-ai
llm-ai
4.9K
route-failed-searches-to-shell-agent
Delegate web search tasks to shell_agent when direct search_web tool fails, using its retry mechanism and multi-step capabilities for resilient data gathering
HKUDS
data-ai