自动化
工作流自动化与调度
bio-foundation-housekeeping
fmschulz
Initialize a bioinformatics project scaffold with reproducible environments, schemas, and data cataloging. Use for new projects or repo setup.
bio-viromics
fmschulz
Detect, classify, and QC viral contigs.
bio-prefect-dask-nextflow
fmschulz
Design and scaffold bioinformatics pipelines using Prefect+Dask for local/distributed execution or Nextflow for HPC schedulers.
bio-annotation
fmschulz
Functional annotation and taxonomy inference from sequence homology.
bio-assembly-qc
fmschulz
Assemble genomes/metagenomes and produce assembly QC artifacts.
AIDP Ruby Planning API
viamin
Expert in using AIDP's Ruby planning utilities (parsers, generators, mappers, builders)
optimizing-bash-scripts
Ven0m0
Analyzes bash scripts for performance bottlenecks, coding standards, and modern tool replacements. Use when optimizing shell scripts, consolidating scripts, or preparing for production. Triggers include "optimize bash", "shellcheck", "script performance", or "consolidate scripts".
review-script-template
b-open-io
This skill should be used when the user asks to "review a script template", "audit a template", "check template implementation", "validate ts-templates code", or mentions reviewing BitCom templates like AIP, MAP, SIGMA, BAP. Validates ScriptTemplate implementations against best practices.
handoff-context
shrwnsan
Detects natural language handoff requests and generates structured context summaries for seamless thread continuation. Use when user says "handoff", "new thread", "continue in fresh thread", or similar phrases.
literature-synthesis
dozybot001
Synthesize literature, findings, or multiple sources into a coherent report. Use when task involves literature review, synthesizing research, or combining multiple inputs into themes and conclusions.
compacting-context-strategically
Ven0m0
Suggests manual /compact at strategic workflow points to preserve context through task phases. Use when approaching context limits, completing major milestones, or before context shifts. Triggers include high tool call counts, after planning phases, or before major implementation work.
thue-tncn-vietnam
disliked-romancelanguage5249
Use when user asks about Vietnamese personal income tax (TNCN), tax finalization (quyet toan), dependent deductions (giam tru gia canh), freelancer/KOL/online seller tax, eTax Mobile, or tax deadlines. Covers fiscal year 2026 under Law 109/2025/QH15. Triggers on: thue, TNCN, quyet toan, ke khai, HKD, 500 trieu nguong, expat, KOL, seller.
discover-skills
nesnilnehc
Identify missing skills and recommend installations from AI Cortex or public skill catalogs. Use when discovering capabilities or suggesting skills to fill gaps.
validate-bsv-script
b-open-io
This skill should be used when the user asks to "validate BSV script", "analyze locking script", "parse unlocking script", "check script opcodes", or needs to validate and analyze Bitcoin scripts using @bsv/sdk.
task-output-validator
dozybot001
Validate task output against criteria before calling Finish. Use when the task has a validation spec (criteria, optionalChecks). Load this skill, write output to sandbox, run validate script, fix issues if validation fails, then call Finish.
sdlc-yolo
uinaf
"ALL coding work. Features, fixes, refactors — never hand-code. Delegates to coding-agent, reviews, auto-merges or escalates."
vibecoding-refactor
GCWing
Vibe Coding Engineering Refactoring Methodology. Systematically refactor AI-generated code through architecture-layer and module-layer deep analysis, discovering duplicate implementations, unused resources, inconsistent patterns, and other typical problems. Supports persistent task management for incremental execution. Use when asked to refactor code, clean up patches, improve code quality, analyze architecture, or optimize codebase.
orchestrator
wyattowalsh
Build and deploy parallel execution via subagent waves, agent teams, and multi-wave pipelines. Use when the Decomposition Gate identifies 2+ independent actions or when spawning teams. NOT for single-action tasks or non-parallel work.
vercel-doctor
Aniket-508
Find ways to cut your Vercel bill. Run after making changes to catch cost-heavy patterns early in Next.js projects.
terminal-title
bluzername
Automatically updates terminal window title to reflect the current high-level task. Use at the start of every Claude Code session when the user provides their first prompt, and whenever the user switches to a distinctly new high-level task. Helps developers manage multiple Claude Code terminals by providing clear, at-a-glance identification of what each terminal is working on.
verify
JinFanZheng
Verification + citation workflow. Use whenever the user asks you to look up information, mentions latest/today/real-time, requests news/weather/prices/scores, or whenever you plan to reference external facts. Requires source links and (when relevant) local published/updated time. NEVER fabricate.
fx
JinFanZheng
Exchange rates / FX lookup workflow. Use for currency exchange rate questions (USD/CNY, EUR/CNY, etc.), “today/latest/real-time” rates, conversion requests, or when you need to cite FX numbers. Default to market mid rate unless user asks for official/bank rates. Must include source link + local update time; NEVER fabricate.
data-viz
JinFanZheng
Data visualization for charts and graphs. Use when user needs "画图/图表/可视化". Creates static PNG or interactive HTML charts from data.
flight
JinFanZheng
Flight status lookup workflow. Use for flight status, delays, cancellations, airport departures/arrivals, or “today/real-time” aviation updates. Prefer airline/airport official sources; always include source link + local update time; NEVER fabricate.