Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages.
Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a GitHub milestone plus sequenced feature issues that will later…
Orchestrated movie creation for Horus persona. Guides through phases: Research → Script → Build Tools → Generate → Assemble.
Create a GitLab Merge Request for the current story branch. Use when the user says 'create an MR', 'open a merge request', or 'ready for review' in a GitLab project.
Crea una nuova pagina funnel Shopify da zero (advertorial, listicle, quiz, o custom). Guida l'utente attraverso 8 fasi — scelta store, auth + scelta tema, brand identity discovery…
Two-phase research design and consolidation skill for multi-LLM optimized research
Create a new specification through an adaptive interview process with proactive recommendations and optional research.
Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.
Use when creating GitHub issues, making new issues, filing bugs, requesting features, or before running `gh issue create`.
Document complex domain knowledge as self-contained packages with multiple reading paths
Activate exploratory coding stance. Research-backed emotional mode from claude-temper.
Research visual direction and develop your creative style. Use when establishing brand aesthetics, finding your visual identity, or planning creative direction for your assets.
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial…
Generate, validate, and output new ideas based on existing knowledge. Combines combinatorial creativity, cross-domain analogy, and minimum experiments.
Structured learning system for AI agent crews. Design curricula, run research sessions, track progress, and prevent common failure modes (lazy output, planning-without-executing).
Build multi-agent AI systems with CrewAI. Create autonomous agents with roles, tools, and collaborative workflows.
Use when defending the research design of a Criminology (ASC / Wiley) manuscript — causal identification for quantitative work, longitudinal and life-course designs,…
Use when running the final pre-submission preflight for Criminology (ASC / Wiley) via the Wiley Research Exchange portal — anonymized main document plus separate title page,…
CRISPR/Base-Editing Einwilligung: moderner Medizinrechts-Skill für Genomeditierung, irreversible Risiken, Off-target-Risiken, Langzeitnachbeobachtung und Aufklärungstiefe:…
Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens…
End-to-end CRISPR screen analysis from FASTQ to hit genes. Orchestrates guide counting, QC, statistical analysis with MAGeCK, and hit calling with multiple methods.
CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports.
Applies rigorous critical analysis to evaluate claims, arguments, and research. Use when evaluating evidence quality, peer reviewing content, assessing argument validity, or…
批判性迭代实验室：把一组论文或一个方向拉入多轮 idea 碰撞、支持与矛盾拆解、关键假设反推、失败模式审查与 family-level 综合，输出 critical_rounds、stable_findings 与 new_questions。需要做三轮以上 critical thinking 或路线级反思时调用。
Professional skepticism with pattern enforcement. Verify before agreeing, challenge violations, propose instead of asking.
Critical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification and reconstruction, premise evaluation, fallacy detection (formal and…
Acts as a peer review assistant to evaluate bioinformatics manuscripts. Identifies missing baselines, methodological flaws, and data leakage.
Use when identifying collaboration opportunities across fields, finding experts in complementary disciplines, translating methodologies between scientific domains, or building…
Use when when you have submitted the same MS/MS spectrum query to multiple domain-specific MASST tools and need to compare matches, combine ranked results, or generate…
Find creative inspiration from parallel industries where your avatar exists. Use when you need fresh angle ideas, want to break out of industry conventions, or are looking for…
Use when when you have predicted retention times from a DNN model trained on one chromatographic method (CM) and need to rank or filter metabolite candidates on a different…
Use when when cataloging a suite of related bioinformatics tools or web applications (particularly in domains like metabolomics, microbiology, or systems biology) and you need to…
Use when when preparing augmented training data for a Siamese rescore model that must learn to rank correct molecular formulas above incorrect ones;
Use when you have an experimental mass spectrum (query) and a set of molecular candidate structures, and you need to rank the candidates by how well their predicted spectral…
Use when the user explicitly invokes CrossFrame Suite for Chinese structural diagnosis workflows across relationships, organizations, public issues, philosophy, research, or essay…
Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibliographic details, citation/reference counts, or funder…
Start (or promote) a crystal — an in-repo workitem under //workitem.md that anchors long-running sessions and prevents loss of sidetracks, decisions, and deferred…
Turn a process from the turn that just finished into a reusable skill. A skill captures a stable process -- SKILL.md prose describing the recipe, with scripts for deterministic…
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, ro — from…
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow DAGs for t — from…
Extract a CSAG (Conditional Scientific Argumentation Graph) from a manuscript using the canonical argumentation spine (Assertions, EvidenceItems, EvidenceLinks, InferenceSteps)…
CSP (Custom Shaders Patch) Lua API reference for Assetto Corsa modding. Use when working with ac.*, ui.*, render.*, physics.* APIs or any CSP Lua code.
Use when you have generated or curated a lipid spectral library (with precursor m/z, adduct information, charge states, retention times, and fragmentation patterns) and need to…
ALWAYS USE when building semantic layer, working with metrics/dimensions, or integrating dbt with Cube consumption APIs.
CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF. Triggers when tasks involve groupby aggregations, statistical summaries, anomaly…
One curation pass over a research/doc cluster — reconcile the project's index doc (e.g. INDEX.md) against the docs and scripts actually on disk (add missing entries in the house…
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
Use when targeting Current Biology or deciding whether a general-biology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Research subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design.
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase e — from…
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase e — from…
Lightweight agent for fetching library documentation without cluttering your main conversation context.
Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with different experiment…
Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary metrics, the s — from…
Configures the rollout shape of a PostHog experiment — the variant split (50/50, 80/20, A/B/C ratios), the overall rollout percentage that gates how many users enter the…
Guides agents through the 3-step experiment creation flow: defining the hypothesis, configuring rollout, and setting up analytics.
Diagnoses bias, anomalies, and strange-looking results on a specific PostHog experiment. Covers empty / 0-exposure experiments, sample ratio mismatch, identity fragmentation,…
Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing `experiment-list` (not feature-flag tools), with disambiguation when multiple…