Browse Skills

jira-read-ticket.md

9

1 export jira-read-ticket

2 from "bkircher/skills"

3 Use whenever a user mentions or references a Jira ticket and you want to pull out description, comments, or more.

2026-01-16

ml-pipeline-automation.md

9

1 export ml-pipeline-automation

2 from "secondsky/claude-skills"

3 Automate ML workflows with Airflow, Kubeflow, MLflow. Use for reproducible pipelines, retraining schedules, MLOps, or encountering task failures, dependency errors, experiment tracking issues.

2026-01-05

seer.md

9

1 export seer

2 from "ajobi-uhc/seer"

3 Set up GPU sandboxes for interpretability research. Use when writing setup.py scripts with Sandbox, SandboxConfig, ModelConfig, or create_notebook_session. Provides the exact API for Modal GPU environments - MUST read before writing any sandbox setup code.

2026-01-21

causal-inference-root-cause.md

8

1 export causal-inference-root-cause

2 from "lyndonkl/claude"

3 Use when investigating why something happened and need to distinguish correlation from causation, identify root causes vs symptoms, test competing hypotheses, control for confounding variables, or design experiments to validate causal claims. Invoke when debugging systems, analyzing failures, researching health outcomes, evaluating policy impacts, or when user mentions root cause, causal chain, confounding, spurious correlation, or asks "why did this really happen?"

2026-01-05

design-experiment.md

8

1 export design-experiment

2 from "niznik-dev/cruijff_kit"

3 Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.

2026-01-05

testing-quality.md

8

1 export testing-quality

2 from "DNYoussef/context-cascade"

3 Coordinate research-focused testing and quality validation with clear constraints, gates, and confidence ceilings.

2026-01-05

reproducibility-audit.md

8

1 export reproducibility-audit

2 from "DNYoussef/context-cascade"

3 Verify that results, builds, and experiments can be reproduced consistently with documented steps and deterministic inputs.

2026-01-05

codex-safe-experiment.md

8

1 export codex-safe-experiment

2 from "DNYoussef/context-cascade"

3 Use Codex CLI sandbox mode to try risky changes safely. Isolated experimentation with network disabled and directory restrictions.

2026-01-05

prototyping-pretotyping.md

8

1 export prototyping-pretotyping

2 from "lyndonkl/claude"

3 Use when testing ideas cheaply before building (pretotyping with fake doors, concierge MVPs, paper prototypes) to validate desirability/feasibility, choosing appropriate prototype fidelity (paper/clickable/coded), running experiments to test assumptions (demand, pricing, workflow), or when user mentions prototype, MVP, fake door test, concierge, Wizard of Oz, landing page test, smoke test, or asks "how can we validate this idea before building?".

2026-01-05

domain-research-health-science.md

8

1 export domain-research-health-science

2 from "lyndonkl/claude"

3 Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.

2026-01-05

scaffold-experiment.md

8

1 export scaffold-experiment

2 from "niznik-dev/cruijff_kit"

3 Set up complete experimental infrastructure for all runs in a designed experiment. Orchestrates parallel generation of fine-tuning configs (via scaffold-torchtune) and evaluation configs (via scaffold-inspect). Use after design-experiment to prepare configs before running experiments.

2026-01-05

github-code-review.md

8

1 export github-code-review

2 from "DNYoussef/context-cascade"

3 Execute evidence-backed GitHub PR reviews with severity tagging, references, and merge-blocking guidance.

2026-01-05

biz-researcher.md

8

1 export biz-researcher

2 from "mae616/ai-template"

3 事業仮説を支える一次/二次情報を整理し、意思決定に足る「根拠」「不確実性」「次の調査」を可視化する。でたらめな引用や推測の断言を避け、出典の実在を重視する。

2026-01-05

researcher.md

8

1 export researcher

2 from "DNYoussef/context-cascade"

3 Execute focused research tasks end-to-end with clear constraints, evidence tracking, and confidence ceilings.

2026-01-05

scientific-clarity-checker.md

8

1 export scientific-clarity-checker

2 from "lyndonkl/claude"

3 Use when reviewing any scientific document for logical clarity, argument soundness, and scientific rigor. Invoke when user mentions check clarity, review logic, scientific soundness, hypothesis-data alignment, claims vs evidence, or needs a cross-cutting scientific logic review independent of document type.

2026-01-05

hashnode-api.md

8

1 export hashnode-api

2 from "rawveg/skillsforge-marketplace"

3 Hashnode GraphQL API documentation for creating, managing, and querying blogs, posts, publications, and user data on the Hashnode platform

2026-01-05

researching-ai-news.md

8

1 export researching-ai-news

2 from "jamesgray007/hoai-course"

3 Research and compile the latest AI news from across the industry. Use this skill when asked to find AI news, get AI updates, research what's happening in AI, check for AI announcements, or gather intelligence on AI companies. Triggers include requests for "AI news", "latest AI developments", "what's new in AI", "AI industry updates", or news about specific AI companies (OpenAI, Anthropic, Google, Microsoft, Meta, Amazon, Nvidia, xAI, Mistral, Cohere, Apple, Salesforce).

2026-01-05

academic-letter-architect.md

8

1 export academic-letter-architect

2 from "lyndonkl/claude"

3 Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter of support, endorsement, or needs help with strong advocacy, comparative statements, or evidence-based character assessment.

2026-01-05

gemini-research.md

8

1 export gemini-research

2 from "DNYoussef/context-cascade"

3 Use Gemini CLI for research with Google Search grounding and 1M token context

2026-01-05

aissist-cli.md

8

1 export aissist-cli

2 from "albertnahas/aissist"

3 Use the aissist CLI tool for personal goal tracking, todo management, daily history logging, context-specific notes, guided reflections, and AI-powered semantic recall. Activate when users mention goals, tasks, todos, progress tracking, journaling, work history, personal assistant, meal planning, fitness tracking, or want to search their past activities and reflections.

2026-01-05

intent-analyzer.md

8

1 export intent-analyzer

2 from "DNYoussef/context-cascade"

3 Determine the true user intent, constraints, and success criteria for research tasks with explicit confidence ceilings.

2026-01-05

chain-roleplay-debate-synthesis.md

8

1 export chain-roleplay-debate-synthesis

2 from "lyndonkl/claude"

3 Use when facing decisions with multiple legitimate perspectives and inherent tensions. Invoke when stakeholders have competing priorities (growth vs. sustainability, speed vs. quality, innovation vs. risk), need to pressure-test ideas from different angles before committing, exploring tradeoffs between incompatible values, synthesizing conflicting expert opinions into coherent strategy, or surfacing assumptions that single-viewpoint analysis would miss.

2026-01-05

implementing-command-palettes.md

8

1 export implementing-command-palettes

2 from "AgentWorkforce/relay"

3 Use when building Cmd+K command palettes in React - covers keyboard navigation with arrow keys, keeping selected items in view with scrollIntoView, filtering with shortcut matching, and preventing infinite re-renders from reference instability

2026-01-05

run-experiment.md

8

1 export run-experiment

2 from "niznik-dev/cruijff_kit"

3 Execute the complete experimental workflow - model optimization followed by evaluation - for all runs in a scaffolded experiment. Use after scaffold-experiment to submit jobs to SLURM.

2026-01-05