cxcscmu/SkillLearnBench - Page 12

run2-excel-weighted-mean

GDP-weighted mean and descriptive statistics for net exports as % of GDP in Excel

run2-anthropic-brand-tokens

Precise Anthropic brand color tokens and typography guidelines for design artifacts, with matplotlib-specific notes.

run2-exploded-view-drawing

Production-ready technique for technical exploded-view hardware diagrams in matplotlib, with layer details, annotations, and title blocks.

run2-matplotlib-technical-poster

Complete guide to generating polished technical poster PNGs with matplotlib, including typography, pseudo-3D layers, and annotations.

run2-chinese-poetry-composition

Refined techniques for composing classical Chinese regulated verse on war-and-peace themes, with verified imagery, couplet examples, and common pitfalls.

run2-qiyan-lushi

Complete rules, structure, and verification checklist for seven-character regulated verse (七言律诗), with corrected rhyme groups and parallel couplet standards.

run2-sc100-small-claims-form

How to fill California SC-100 Small Claims Court PDF form using fillable field IDs; includes complete field mapping, checkbox behavior, and field fill strategy.

run2-dbscan-clustering

Efficient DBSCAN clustering with a custom parameterized distance metric using precomputed distance matrices for speed, plus centroid computation.

run2-greedy-matching

Greedy matching of predicted centroids to expert points by closest pairs first, with max distance threshold, computing F1 and delta.

run2-pareto-frontier

Computing the Pareto frontier for multi-objective optimization (maximize F1, minimize delta) with correct dominance handling and output formatting.

run2-cvss-score-extraction

Extract CVSS v3 scores from Trivy vulnerability JSON with source priority (NVD > GHSA > RedHat) and fallback to N/A.

run2-trivy-offline-scanning

Use Trivy vulnerability scanner in offline mode to scan dependency lock files and produce JSON vulnerability reports without internet access.

run2-vulnerability-csv-reporting

Generate structured CSV security audit reports from Trivy JSON output with severity filtering, deduplication, and proper field mapping.

run2-earthquake-analysis

Parse USGS GeoJSON earthquake data into GeoPandas GeoDataFrame and output structured JSON results for geospatial analysis.

run2-geopandas-plate-tectonics

Load and work with PB2002 tectonic plate boundary data using GeoPandas for spatial filtering and distance calculations, with antimeridian awareness.

run2-competitor-analysis

Finding competitor product discussions, insights, and demo URLs across all ContentForce-related Slack channels

run2-enterprise-data-retrieval

Complete guide to retrieving structured answers from enterprise product JSON data files containing Slack, documents, meetings, and PRs

run2-13f-fund-analysis

Analyze fund AUM, holdings count, and cross-quarter investment changes from SEC 13F filings.

run2-fuzzy-fund-search

Fuzzy search for hedge funds or stocks by name in SEC 13F filings; handles cases where rank 1 is skipped due to amendment filtering.

run2-holdings-comparison

Complete workflow for finding top stock increases/decreases between Q2 and Q3 for a specific fund.

run2-palantir-holders

Find top fund managers holding a specific stock (by CUSIP) using a fixed version of the holding_analysis workflow.

run2-druid-cve-2021-25646

Complete guide to patching Apache Druid CVE-2021-25646 - JavaScript RCE via Jackson @JacksonInject bypass with empty JSON key

run2-jackson-inject-bypass

Security guide for Jackson @JacksonInject vulnerabilities - how attackers override injectable values via JSON and how to prevent it

run2-gh-issue-analysis

How to identify bug report issues and count resolved bugs in a date range from GitHub Search API results.

run2-gh-pr-analysis

How to compute PR statistics (merged, closed, avg_merge_days, top_contributor) from GitHub Search API items using Python.

run2-gh-search-api

How to query the GitHub Search API for PRs and issues with date filtering, handling pagination and unauthenticated access via Python urllib.

run2-report-builder

How to assemble and write a structured JSON report for GitHub community pulse statistics with validation.

run2-nlp-paper-reproduction

Complete setup guide for reproducing NLP paper results with HuggingFace TRL/transformers on Python 3.12 - use when setting up environments for preference optimization experiments.

run2-simpo-loss

Complete implementation of the SimPO (NeurIPS 2024) loss function with all variants and edge cases - use when reproducing SimPO or implementing reference-free preference optimization.

run2-docx-conditional-sections

Handle {{IF_X}}...{{END_IF_X}} conditional blocks in Word .docx templates — keep or remove content, with correct ordering relative to placeholder replacement.

run2-python-docx-placeholders

Replace {{PLACEHOLDER}} tokens in Word .docx templates using python-docx, correctly handling split runs, nested tables, headers/footers, and verification.

run2-file-classification-improved

Improved keyword-based document classification with false-positive prevention, manual review of zero-score files, and post-classification verification.

run2-pdf-text-extraction

Extract text from PDF files using PyPDF2 with pdfplumber fallback; optimized for title/abstract extraction for classification.

run2-pptx-docx-reading

Extract text from PPTX and DOCX files using python-pptx and python-docx, including tables and all shapes.

run2-circe-json

Using Circe for JSON tokenization and dot-path navigation in Scala, with the exact APIs needed to replace Python's json module and dict traversal.

run2-scala-builder

Implementing an immutable fluent builder in Scala with companion object apply, varargs metadata, and a build() method returning a function — translating Python's mutable builder class.

run2-scala-sealed-traits

Translating Python Enum and frozen dataclass to idiomatic Scala sealed ADTs and case classes, with precise metadata typing and withMetadata pattern.

run2-scala-type-classes

Translating Python Protocol, ABC, and isinstance dispatch to Scala traits, overloaded methods, and functor/monad abstractions.

run2-scala-variance

Translating Python TypeVar covariant/contravariant generics to Scala variance annotations, with concrete patterns for containers, sinks, and handlers.

run2-meeting-scheduler-with-output

Schedule multiple meeting requests into a calendar with earliest-first logic, then generate formatted reply .txt files and a results.json summary.