All categories
Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
- 15,943
- 665
Security grades appear on each card once the skill has been scanned. Newly imported skills may briefly show without a grade until the backfill job runs.
Open in full browserBrowse code review & quality skills
Showing 2,569–2,592 of 15,943 skills
- CutadaptAdapter, primer, and poly-A/T trimming for high-throughput sequencing reads (FASTQ/FASTA). Use for ATAC-seq (Nextera adapter removal), ChIP-seq/CUT&RUN, small RNA-seq (preserving reads as short as ~18 nt), and amplicon/primer trimming where exact or linked adapter sequences matter more than fastp's heuristic auto-detection. Covers 3'/5'/linked adapters, IUPAC wildcards, paired-end synchronization, quality/length filtering, and demultiplexing by barcode.Votes: 0GitHub stars: 8
- Check PrChecks a GitHub, GitLab, or Perforce (p4) pull request (or merge request, or shelved changelist) for unresolved review comments, failing status checks, and incomplete PR descriptions. Waits for pending checks to complete, categorizes issues as actionable or informational, and optionally fixes and resolves them. Use when the user wants to check a PR/MR/CL, address review feedback, or prepare a change for submission.Votes: 0GitHub stars: 8
- Caveman ReviewCompressed code review - one line per finding with location, problem and fix. Use for /caveman-review, "review this PR", or "review the diff".Votes: 0GitHub stars: 8
- AndroidZoom Meeting SDK for Android native apps. Use when embedding Zoom meetings in Android with default/custom UI, PKCE + SDK auth, join/start flows, and Meeting SDK API integration.Votes: 0GitHub stars: 8
- BrainstormingUse before creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.Votes: 0GitHub stars: 8
- Bio Task SystemStep 2 of the bio-manuscript pipeline: design the task system. Use when identifying the dominant task taxonomy in a field and organizing it into a staged Level 1-4 difficulty ladder to prepare for downstream dataset and metric design.Votes: 0GitHub stars: 8
- Base44 TroubleshooterTroubleshoot production issues using backend function logs. Use when investigating app errors, debugging function calls, or diagnosing production problems in Base44 apps.Votes: 0GitHub stars: 8
- Mc Dropout UncertaintyEstimate prediction uncertainty via Monte Carlo Dropout — run inference N times with dropout active and compute mean/stdVotes: 0GitHub stars: 61
- Majority Vote Submission BlendBlend multiple submission CSVs by row-wise majority voting on discrete predictions to produce a more robust final outputVotes: 0GitHub stars: 61
- Sentiment Conditioned Qa SpanPrepend a sentiment token as the query in a QA-style input to condition span extraction on sentiment class without architectural changesVotes: 0GitHub stars: 61
- Readability Metric FeaturesExtracts established readability scores (Flesch, Gunning FOG, ARI, Coleman-Liau) as numeric features from text.Votes: 0GitHub stars: 61
- Optuna Ensemble WeightsLearns optimal per-model blending weights via Optuna optimization, supporting negative weights for error cancellation.Votes: 0GitHub stars: 61
- Kendall Tau Ordering MetricEvaluates predicted sequence ordering quality using Kendall Tau correlation via efficient O(n log n) inversion counting.Votes: 0GitHub stars: 61
- Cross Model Candidate PoolMerge candidate pools from multiple independent seq2seq models before MBR selection to reduce shared failure modesVotes: 0GitHub stars: 61
- Per Modality Separate ModelTrains one specialized model per imaging modality or series type, routing inputs by metadata at inference for modality-specific feature learning.Votes: 0GitHub stars: 61
- Per Modality Ensemble AveragingTrain separate models per imaging modality (FLAIR/T1w/T1wCE/T2w) and average their predictions for final ensembleVotes: 0GitHub stars: 61
- WebLaunch cargo-coupling's interactive Web visualization for a specified Rust project.Votes: 0GitHub stars: 109
- SimilarityInspect Rust duplicate-code candidates with similarity-rs and assess whether sharing code would improve the design.Votes: 0GitHub stars: 109
- RefactorPropose or implement Rust refactors for specific coupling findings, with behavior and analysis verification.Votes: 0GitHub stars: 109
- HotspotsRank a Rust project's refactoring candidates using cargo-coupling hotspot results.Votes: 0GitHub stars: 109
- Full ReviewPerform a comprehensive Rust architecture review covering coupling, change risks, and idiomatic code.Votes: 0GitHub stars: 109
- Balanced CouplingInterpret cargo-coupling findings using Khononov's strength, distance, and volatility model.Votes: 0GitHub stars: 109
- Typer And RichUse when building or debugging Typer/Rich CLI applications. Activates on Rich table rendering, console output in non-TTY environments, CliRunner testing with Rich output, snapshot testing, Typer command wiring, exception chain prevention with AppExit/AppExitRich patterns, table width at 80-column wrapping, Progress/Live in non-interactive contexts, stderr/stdout separation, or force_terminal vs width configuration. Grounds AI-generated CLI code in verified correctness patterns and prevents kn...Votes: 0GitHub stars: 67
- StinkysnakeUse when independently hunting Python code smells, deviations from engineering standards, maintenance hazards, or suspicious design choices in a bounded review surface.Votes: 0GitHub stars: 67