Analysis

social-graph-ranker is the weighted graph-ranking layer for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use the social-graph-ranker skill when you need a reusable ranking engine for Lead Research, not a full outbound or network-maintenance workflow.

research-ops is an evidence-first workflow for current-state research in ECC. Use it to find fresh facts, compare options, enrich people or companies, and produce recommendations grounded in public evidence plus any local context. It works as a routing layer for web research, citations, and repeatable decision support.

repo-scan is a cross-stack source audit skill that classifies files, detects embedded third-party libraries, and helps you judge what is core, duplicated, or dead weight. It is useful for repo-scan for Code Review, legacy migrations, and refactor planning. See repo-scan install and repo-scan usage guidance in the skill.

product-lens is a decision-support skill for validating the why before building, pressure-testing product direction, and turning vague requests into sharper briefs. Use product-lens when you need a quick product diagnosis, not a full spec, and want a clearer go/no-go answer before engineering planning.

dhdna-profiler extracts cognitive patterns and thinking fingerprints from text or speech. Use it to profile how someone reasons, decides, values, and communicates, compare thinking styles, or answer “what’s my thinking style?” It is especially useful for structured analysis, repeated comparisons, and deeper insight into the mind behind a passage.

The user-personas skill creates 3 refined personas from research data with JTBD, pains, gains, and unexpected insights. Use it for user-personas for UX Research, segmentation, onboarding strategy, and product decisions when you have surveys, interviews, or other source material.

market-sizing helps estimate TAM, SAM, and SOM with top-down and bottom-up methods. Use it for Market Research workflows, market entry decisions, investor decks, and launch planning when you need a defensible logic trail, assumptions to validate, and a practical first-pass market estimate.

Use market-segments to identify 3-5 distinct customer segments with demographics, jobs-to-be-done, pain points, desired outcomes, and product fit. It supports market-segments for Market Research, target audience selection, new market evaluation, and clearer segmentation decisions.

swot-analysis skill for structured SWOT assessments with actionable recommendations. Use it for strategic assessment, competitive analysis, and product or business positioning when you need a clear internal-vs-external view.

The porters-five-forces skill helps you assess competitive rivalry, supplier power, buyer power, substitutes, and new entrants. Use it for porters-five-forces for Competitive Analysis when you need a structured view of market attractiveness, pricing pressure, and barriers to profit.

pestle-analysis skill for assessing Political, Economic, Social, Technological, Legal, and Environmental factors around a market, product, or business decision. Use it for strategic planning, market entry checks, and external risk review when you need a structured, decision-ready analysis.

prioritize-features skill for Product Management helps rank a feature backlog into a defensible top 5 using impact, effort, risk, and strategic fit. Use it when you need to compare feature ideas, make scope decisions, and explain why one item should come first.

Analyze and prioritize feature requests by theme, strategic fit, impact, effort, and risk with the analyze-feature-requests skill. Use it to review customer feedback, triage a backlog, and make defensible product decisions, including analyze-feature-requests for Competitive Analysis when comparing demand across competitors.

user-segmentation helps turn feedback, interviews, tickets, surveys, and usage logs into distinct behavior-based user segments. Built for Data Analysis, it identifies at least 3 actionable groups using jobs-to-be-done, motivations, and unmet needs rather than demographics alone.

The sentiment-analysis skill turns user feedback into segment-level insights, sentiment scores, JTBD, and product impact. Use it for sentiment-analysis for Data Analysis on reviews, surveys, support notes, or social listening when you need a practical sentiment-analysis guide, not a generic polarity check.

competitor-analysis helps you map a market, identify 5 direct competitors, and compare positioning, pricing, features, strengths, weaknesses, and differentiation opportunities. Use it for competitive research, a competitive brief, launch prep, or competitor-analysis for Competitive Analysis when you need decision-ready insights.

ab-test-analysis helps you evaluate A/B test results with statistical rigor, including sample size validation, confidence intervals, significance testing, and ship/extend/stop recommendations. Use it for experiment review, split-test interpretation, and decision-making for Data Analysis workflows.

hv-analysis is a horizontal-vertical research skill for turning a product, company, concept, technology, or person into a structured analysis report. Use the hv-analysis skill for deep research, competitive comparison, and report-ready output, especially when you need hv-analysis for Data Analysis or a polished PDF workflow.

Workspace Data Analyst is a lightweight skill for data analysis in your workspace. It analyzes CSV files, checks headers, summarizes totals, averages, and outliers, and provides concise next-step insights. The Workspace Data Analyst skill is ideal for quick file-aware reviews before deeper modeling.

seo-content is a practical content quality and E-E-A-T analysis skill for judging credibility, usefulness, and AI citation readiness. Use the seo-content skill for SEO Content audits, thin-content checks, trust-signal reviews, and page-type coverage across drafts or live URLs.

seo-backlinks is a backlink profile analysis skill for referring domains, anchor text distribution, toxic link detection, and competitor gap analysis. It supports free sources like Common Crawl plus optional Moz, Bing Webmaster, and DataForSEO, making it useful for SEO Content and link-building decisions.

analyzing-campaign-attribution-evidence helps analysts weigh infrastructure overlap, ATT&CK consistency, malware similarity, timing, and language artifacts for defensible campaign attribution. Use this analyzing-campaign-attribution-evidence guide for CTI, incident analysis, and Security Audit reviews.

think is a decision-support skill for turning rough ideas into approved, decision-complete plans before coding. Use it for feature design, architecture choices, tradeoff analysis, and should-we-do-this questions where the goal is judgment, not implementation. It fits think for Decision Support, think guide, and think usage needs in repo-first workflows.

coverage-analysis helps you measure code exercised during fuzzing, spot blockers like magic value checks, and compare harness changes. Use this coverage-analysis skill for Security Audit workflows when you need clear coverage-analysis usage, install guidance, and repeatable coverage-analysis guide decisions.