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AIoT-MLSys-Lab
GitHub creator profile

AIoT-MLSys-Lab

Repository-level view of 30 collected skills across 1 GitHub repositories.

skills collected
30
repositories
1
updated
2026-06-01
repository explorer

Repositories and representative skills

citation-verification
postsecondary-teachers-all-other

Verify that citations in a document accurately represent their sources. Use this skill when a paper, review article, report, or essay makes claims about external sources and the task is to check whether those cited sources actually support the attributed statements. Focus on verifying that claims, quotes, and numerical assertions are supported by the cited source content.

2026-06-01
constrained-summarization
office-clerks-general-439061

Generate summaries that must satisfy explicit constraints such as a word limit, required key points, and a requested presentation format. Use this skill when the task is to condense a long document into a shorter summary while staying within a stated word cap, ensuring required points are included, and checking the final draft against those constraints before returning it. Focus on word-limited summaries with required key point coverage.

2026-06-01
context-aware-reply-drafting
office-clerks-general-439061

Draft professional reply emails that reference the prior context of a business email thread. Use this skill when a user provides a thread of 3-5 messages and wants a reply that reads the conversation history, identifies the latest question or request, answers it directly, references relevant earlier context when helpful, and matches the tone of the original sender. Focus on concise professional reply drafting for standard business email threads.

2026-06-01
contradiction-detection
postsecondary-teachers-all-other

Find direct factual contradictions between multiple information sources. Use this skill when two or more documents make claims about the same facts and the task is to extract those claims, group them by topic, compare the stated values, and report any contradictions with their sources. Focus on direct factual contradictions such as different numbers, dates, names, or statistics for the same fact.

2026-06-01
cross-format-migration
software-developers

Convert flat documents from one format to another while preserving source content. Use this skill when the task is to migrate content such as Markdown, CSV, or simple key-value text into JSON, and the goal is to keep all body content represented in the target format. Focus on flat-format migration with explicit source-to-target mapping, parser-based conversion, and a final source-versus-target verification step.

2026-06-01
dependency-conflict-resolution
software-developers

Diagnose and resolve Python package version conflicts in pip-based projects. Use this skill when `pip install` fails with resolver errors, when `pip check` reports incompatible versions, or when a Python project's dependency graph contains conflicting version constraints that must be reconciled in `requirements.txt` or `pyproject.toml`. Focus on single-project pip workflows with explicit version conflicts and shared dependencies.

2026-06-01
document-diff-comparison
software-developers

Compare two versions of a plain text or markdown document and produce a clear change report. Use this skill when the task is to load two document versions, identify additions, deletions, and modifications, and report each change with its location, original text, and new text. Focus on text-level diff comparison for plain text and markdown documents using basic line-by-line or paragraph-by-paragraph comparison.

2026-06-01
evidence-grounded-comparison
market-research-analysts-and-marketing-specialists-131161

Compare 3-5 options using evidence found in provided source documents. Use this skill when the task is to define comparison dimensions, search source material for evidence on each option, build a comparison matrix with source citations, identify which option is strongest on each dimension, and write a summary recommendation based on the completed matrix. Focus on evidence-based comparison tables built from provided documents.

2026-06-01
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