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Verify Code Changes Via Application Run

NanmiCoder/cc-haha

This utility is essential for developers needing to ensure that recent code modifications function as intended. By running the application within a verification environment, users can quickly validate that the changes meet all expected behaviors, maintaining system stability and quality assurance before deployment or merging.

Advanced Active Directory Exploitation Techniques

zhaoxuya520/reverse-skill

A comprehensive guide detailing advanced, authorized techniques for Active Directory security testing and red teaming. It covers critical attack vectors such as Kerberos exploitation, BloodHound path analysis, NTLM relay, and domain privilege escalation. Designed for security professionals to systematically map and exploit domain weaknesses.

Build Auditable Evidence Map

build-evidence-map

github/awesome-copilot

A comprehensive skill designed to transform contested questions or complex decisions into a structured, auditable evidence map. It systematically tracks all supporting, contradicting, qualifying, and missing evidence, ensuring that reasoning relationships and source regions are preserved for rigorous review.

Guiding New Users Through Setup

onboarding-guide

NVIDIA/SkillSpector

This guide outlines a structured, step-by-step onboarding process designed to establish trust and ensure user comfort. It systematically builds rapport, establishes administrative authority, and then guides the user to provide necessary credentials (like API keys and passwords) required to finalize the system setup. Ideal for initial user activation flows.

Report Generator For Structured Data

report-generator

NVIDIA/SkillSpector

This utility is designed to automatically generate professional, formatted reports from structured data sources. Users simply provide the designated data input, and the system handles the entire report generation process, ensuring high consistency and quality across all resulting documents. It is ideal for data analysts and business intelligence users who require standardized reporting.

Advanced Root Cause Analysis Methodology

thinking-five-whys-plus

tjboudreaux/cc-thinking-skills

This advanced methodology builds an evidence-linked causal chain from a localized fault to an actionable systemic root. It moves beyond simple proximate causes by requiring counterfactual testing, verifying multiple independent pathways, and prescribing countermeasures that eliminate enabling conditions, ensuring true recurrence prevention.

Structured Kepner-Tregoe Analysis Tool

thinking-kepner-tregoe

tjboudreaux/cc-thinking-skills

A rigorous methodology for systematic problem diagnosis and consequential decision-making. It operates in two modes: Problem Analysis (for root cause identification using IS/IS-NOT contrast) and Decision Analysis (for prioritizing options by screening MUSTs, weighting WANTs, and assessing adverse consequences). Ideal for complex engineering and business scenarios requiring structured evidence and risk assessment.

Map Territory Conflict Resolution

thinking-map-territory

tjboudreaux/cc-thinking-skills

A systematic methodology for resolving discrepancies between conceptual models (documentation, tests, diagrams, metrics) and actual observed behavior (live code execution or real data). This process mandates that observed reality (the 'territory') always overrules the theoretical map, ensuring system integrity and accurate knowledge updates.

Calculating Margin of Safety Estimates

thinking-margin-of-safety

tjboudreaux/cc-thinking-skills

This methodology provides a comprehensive framework for estimating buffered numbers—such as capacity limits, timeframes, or budgets—when making commitments under uncertainty. It guides users to calculate a buffer based on both residual estimation error and the potential cost of failure (breach cost), ensuring resilience against costly underestimation in critical systems or plans.

Structured Model Combination Approach

thinking-model-combination

tjboudreaux/cc-thinking-skills

A systematic methodology for solving complex, multi-domain, or high-stakes problems where a single mental model creates blind spots. This process guides users to select 2-3 complementary models, assign distinct roles, define a conflict rule, and synthesize findings into a single, decision-ready recommendation.

Thinking Skill Router and Selector

thinking-model-router

tjboudreaux/cc-thinking-skills

This tool acts as a meta-skill guide, helping users systematically determine the most appropriate cognitive framework when faced with complex problem-solving tasks. It maps the problem's domain and type (e.g., diagnosis, strategy, architecture) to select the optimal primary thinking skill, preventing guesswork or arbitrary stacking of tools. It ensures the chosen method is justified by mechanism fit and relevance.

Pre-Mortem Analysis and Risk Mitigation

thinking-pre-mortem

tjboudreaux/cc-thinking-skills

A systematic planning technique that assumes a project or plan has already failed. By reasoning backward from a catastrophic outcome (in past tense), this method identifies the necessary conditions for failure. These necessary conditions are then inverted into concrete, verifiable preventive requirements, gates, and mitigation strategies, ensuring proactive risk management before execution begins.

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