Loading...
Loading...
Found 19 Skills
Trigger: Called when a task is completed, enters phase acceptance, receives critical feedback, or repeated similar errors require systematic correction; common signals include review, audit, retrospective, quality check, error correction and retrospective. Trigger after delivery or at a review checkpoint when quality must be examined honestly and errors must be corrected without defensiveness. Use this skill for structured self-review, feedback processing, and continuous correction.
Guide Claude through omicverse's single-cell clustering workflow, covering preprocessing, QC, multimethod clustering, topic modeling, cNMF, and cross-batch integration as demonstrated in t_cluster.ipynb and t_single_batch.ipynb.
Iterative drafting system with 5-judge quality gates. This skill should be used for any writing project requiring multiple drafts and systematic quality control - profiles, deep dives, guides, articles. Includes source compilation, hook-first drafting, and backpressure from judge personas.
A skill for creating note articles in the interview format of kimny × Claude (AI). It defines release judgment rules based on quality gates (discovery, external anchor, one-sentence test), AIO optimization specifications, and dialogue format rules. Usage scenarios: (1) Creation and rewrite of note articles (2) Structuring interview-style articles (3) Converting historical conversations into articles (4) Article quality check. Example triggers: "I want to turn this into an article", "I want to write on note", "Use interview format", "Can this be made into an article?", "Rewrite the article", "Pass the quality gate", "AIO optimization", "note article"
Toolkit for comprehensive PDF reading, reviwing, and creation with visual quality control. Use to work with PDFs (.pdf files) for: (1) Reading or extracting content from existing PDFs, (2) Creating new PDF documents with professional formatting, (3) Generating reports, documents, or layouts that require precise typography and design, or any other PDF reading or generation tasks.
Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or distinguish common cause from special cause variation — even if they say 'process monitoring', 'control chart', or 'is our process in control'.
Claiming work is complete without verification is dishonesty, not efficiency. Use when ANY variation of success/completion claims, ANY expression of satisfaction, or ANY positive statement about work state.