developer-growth-analysis

39.6k

ComposioHQ

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

mdr-745-specialist

21.8k

davila7

EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.

iso-13485-certification

10.8k

K-Dense-AI

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.

competitive-analysis

8.4k

anthropics

Research competitors and compare positioning, messaging, content strategy, and market presence. Use when analyzing a competitor, building battlecards, identifying content gaps, comparing feature messaging, or preparing competitive positioning recommendations.

Developer Growth Analysis

2.5k

davepoon

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

analyzing-test-coverage

1.5k

jeremylongshore

This skill analyzes code coverage metrics to identify untested code and generate comprehensive coverage reports. It is triggered when the user requests analysis of code coverage, identification of coverage gaps, or generation of coverage reports. The skill is best used to improve code quality by ensuring adequate test coverage and identifying areas for improvement. Use trigger terms like "analyze coverage", "code coverage report", "untested code", or the shortcut "cov".

assisting-with-soc2-audit-preparation

1.5k

jeremylongshore

This skill assists with SOC2 audit preparation by automating tasks related to evidence gathering and documentation. It leverages the soc2-audit-helper plugin to generate reports, identify potential compliance gaps, and suggest remediation steps. Use this skill when the user requests help with "SOC2 audit", "compliance check", "security controls", "audit preparation", or "evidence gathering" related to SOC2. It streamlines the initial stages of SOC2 compliance, focusing on automated data collection and preliminary analysis.

drift-analysis

509

agent-sh

Use when the user asks about plan drift, reality check, comparing docs to code, project state analysis, roadmap alignment, implementation gaps, or needs guidance on identifying discrepancies between documented plans and actual implementation state.

drift-analysis

508

Avifenesh Awesome Slash Drift Analysis

Use when the user asks about plan drift, reality check, comparing docs to code, project state analysis, roadmap alignment, implementation gaps, or needs guidance on identifying discrepancies between documented plans and actual implementation state.

capacity-planner

376

a5c-ai

Capacity requirements planning skill with demand-capacity gap analysis and capacity strategy recommendations

learning-needs-analysis

376

a5c-ai

Perform a comprehensive learner and audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis.

curriculum-gap-analysis

376

a5c-ai

Identify gaps, overlaps, and misalignments in curriculum coverage through systematic comparison with standards and learning progressions

regulatory-compliance-assessment

376

a5c-ai

Evaluate organizational compliance with healthcare regulations including HIPAA, CMS Conditions of Participation, and accreditation standards through gap analysis and audit procedures

gap-analysis-framework

376

a5c-ai

Structured gap analysis with automated comparison and prioritization for current vs future state analysis

code-review

315

popup-studio-ai

Code review skill for analyzing code quality, detecting bugs, and ensuring best practices. Provides comprehensive code review with actionable feedback. Use proactively when user requests code review, quality check, or bug detection. Triggers: code review, review code, check code, analyze code, bug detection, 코드 리뷰, 코드 검토, 버그 검사, コードレビュー, バグ検出, 代码审查, 代码检查, revisión de código, revisar código, detección de errores, revue de code, réviser le code, détection de bugs, Code-Review, Code überprüfen, Fehlererkennung, revisione del codice, rivedere codice, rilevamento bug Do NOT use for: design document creation, deployment tasks, or gap analysis (use phase-8-review).

pdca

315

popup-studio-ai

Unified skill for managing the entire PDCA cycle. Auto-triggered by keywords: "plan", "design", "analyze", "report", "status". Replaces legacy /pdca-* commands. Use proactively when user mentions PDCA cycle, planning, design documents, gap analysis, iteration, or completion reports. Triggers: pdca, 계획, 설계, 분석, 검증, 보고서, 반복, 개선, plan, design, analyze, check, report, status, next, iterate, gap, 計画, 設計, 分析, 検証, 報告, 计划, 设计, 分析, 验证, 报告, planificar, diseño, analizar, verificar, planifier, conception, analyser, vérifier, rapport, planen, Entwurf, analysieren, überprüfen, Bericht, pianificare, progettazione, analizzare, verificare, rapporto Do NOT use for: simple queries without PDCA context, code-only tasks.

phase-8-review

315

popup-studio-ai

Skill for verifying overall codebase quality and gap analysis. Covers architecture consistency, convention compliance, design-implementation gaps, and potential issue detection. Includes analysis patterns and report writing. Use proactively when implementation is complete and quality verification is needed. Triggers: code review, architecture review, quality check, refactoring, gap analysis, 코드 리뷰, 설계-구현 분석, コードレビュー, ギャップ分析, 代码审查, 差距分析, revisión de código, revisión de arquitectura, control de calidad, análisis de brechas, revue de code, revue d'architecture, contrôle qualité, analyse des écarts, Code-Review, Architekturüberprüfung, Qualitätskontrolle, Gap-Analyse, revisione del codice, revisione dell'architettura, controllo qualità, analisi dei gap Do NOT use for: initial development, design phase, or deployment tasks.

bio-alignment-msa-parsing

293

GPTomics

Parse and analyze multiple sequence alignments using Biopython. Extract sequences, identify conserved regions, analyze gaps, work with annotations, and manipulate alignment data for downstream analysis. Use when parsing or manipulating multiple sequence alignments.

keyword-research

288

aaron-he-zhu

Use when the user asks to "find keywords", "keyword research", "what should I write about", "identify ranking opportunities", "topic ideas", "what are people searching for", "which keywords should I target", or "give me keyword ideas". Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO content strategy. For analyzing competitor keywords specifically, see competitor-analysis. For content topic gaps, see content-gap-analysis.

content-gap-analysis

288

aaron-he-zhu

Use when the user asks to "find content gaps", "what am I missing", "topics to cover", "content opportunities", "what do competitors write about that I do not", "what topics am I missing", "topics my competitors cover that I lack", or "where are my content blind spots". Identifies content opportunities by finding topics and keywords your competitors cover that you do not. Reveals untapped content potential and strategic gaps in your content strategy. For broader competitive intelligence, see competitor-analysis. For general keyword discovery, see keyword-research.

competitor-analysis

288

aaron-he-zhu

Use when the user asks to "analyze competitors", "competitor SEO", "who ranks for", "competitive analysis", "what are my competitors doing", "what are they doing differently", "why do they rank higher", or "spy on competitor SEO". Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles, and AI citation patterns. Reveals opportunities to outperform competition. For content-focused gap analysis, see content-gap-analysis. For link profile specifics, see backlink-analyzer.

product-management

269

ooiyeefei

This skill should be used when the user asks to "analyze my product", "research competitors", "find feature gaps", "create feature request", "prioritize backlog", "generate PRD", "plan roadmap", "what should we build next", "competitive analysis", "gap analysis", "sync issues", or mentions product management workflows. Provides AI-native PM capabilities for startups with signal-based feature tracking, the WINNING prioritization filter, and GitHub Issues integration with deduplication.

test-coverage

241

MadAppGang

On-demand test coverage analysis. Use when identifying untested code, finding test gaps, measuring coverage metrics, or improving test quality. Trigger keywords - "test coverage", "coverage report", "untested code", "test gaps", "missing tests", "coverage metrics".

evidence-selfloop

240

WILLOSCAR

Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose. Writes `output/EVIDENCE_SELFLOOP_TODO.md`. **Trigger**: evidence self-loop, evidence loop, evidence gaps, binding gaps, blocking_missing, 证据自循环, 证据缺口回路. **Use when**: C4 outputs exist (`outline/evidence_bindings.jsonl`, `outline/evidence_drafts.jsonl`) but writing looks hollow or C5 is BLOCKED due to thin evidence. **Skip if**: you are still pre-C3 (no notes/evidence bank yet), or you want to draft anyway and accept a lower evidence bar. **Network**: none. **Guardrail**: analysis-only; do not edit evidence/writing artifacts; do not invent facts/citations; only write the TODO report.

QE Coverage Analysis

215

proffesor-for-testing

O(log n) sublinear coverage gap detection with risk-weighted analysis and intelligent test prioritization.

qcsd-development-swarm

215

proffesor-for-testing

QCSD Development phase swarm for in-sprint code quality assurance using TDD adherence, code complexity analysis, coverage gap detection, and defect prediction. Consumes Refinement outputs (BDD scenarios, SFDIPOT priorities) and produces signals for Verification.

competitor-analysis

207

Eronred

When the user wants to analyze competitors' App Store strategy, find keyword gaps, or understand competitive positioning. Also use when the user mentions "competitor analysis", "competitive research", "keyword gap", "what are my competitors doing", or "compare my app to". For keyword-specific research, see keyword-research. For metadata writing, see metadata-optimization.

competitor-analysis

188

aiskillstore

Analyze competitor website structures, messaging patterns, and unique features. Use when researching competition, identifying gaps, or informing content strategy.

chapter-evaluator

150

panaversity

Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.

gap-analysis

95

aj-geddes

Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.

Test Observability & Analytics

71

PramodDutta

Implementing test observability with execution analytics, failure trend analysis, coverage gap detection, and test suite health dashboards.

Test Coverage Gap Finder

71

PramodDutta

Identify untested code paths, uncovered branches, and missing test scenarios using coverage analysis, risk mapping, and change-based coverage tracking

test-review

64

sd0xdev

Test coverage review via Codex MCP. Use when: reviewing test sufficiency, identifying coverage gaps, test quality audit. Not for: generating tests (use codex-test-gen), code review (use codex-code-review). Output: coverage analysis + gap report.

bid-analysis-comparator

46

datadrivenconstruction

Compare and analyze contractor bids. Score proposals, identify scope gaps, and recommend selections.

Component-Aware Test Gap Analysis

43

openshift-eng

Intelligently identify missing test coverage based on component type

compliance-readiness

39

proflead

Assess readiness for compliance audits. Use when a senior developer needs a gap analysis for standards.

gap-analysis

31

melodic-software

Analyze requirements for completeness, missing areas, and gaps. Uses domain checklists, NFR categories, and INVEST criteria to identify what's missing from elicited requirements.

journalist-analyst

28

rysweet

Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking, newsworthiness criteria, and ethical journalism principles. Provides insights on story angles, information gaps, credibility, public interest, and media framing. Use when: Breaking news, information verification, source analysis, story development, media criticism. Evaluates: Factual accuracy, source credibility, completeness, newsworthiness, bias, public interest.

competitor-analysis-positioning

26

zanecole10

Analyze existing SaaS competitors, identify gaps they're missing, craft unique positioning, and develop talking points to overcome "why not just use [SaaS product]?" objections.

pdca

26

LowyShin

Unified skill for managing the entire PDCA cycle. Auto-triggered by keywords: pdca, plan, design, analyze, do, check, act, report, status, next, iterate, gap. Replaces legacy /pdca-* commands. Use proactively when the user mentions the PDCA cycle, planning, design documents, gap analysis, iteration, or completion reports. Do NOT use for simple queries without PDCA context or for code-only tasks.

traceability-auditor

25

nahisaho

Validates complete requirements traceability across EARS requirements → design → tasks → code → tests. Trigger terms: traceability, requirements coverage, coverage matrix, traceability matrix, requirement mapping, test coverage, EARS coverage, requirements tracking, traceability audit, gap detection, orphaned requirements, untested code, coverage validation, traceability analysis. Enforces Constitutional Article V (Traceability Mandate) with comprehensive validation: - Requirement → Design mapping (100% coverage) - Design → Task mapping - Task → Code implementation mapping - Code → Test mapping (100% coverage) - Gap detection (orphaned requirements, untested code) - Coverage percentage reporting - Traceability matrix generation Use when: user needs traceability validation, coverage analysis, gap detection, or requirements tracking across the full development lifecycle.

requirements-analysis

24

dralgorhythm

Analyze and refine product requirements. Use when clarifying scope, identifying gaps, or validating requirements. Covers requirement types and analysis techniques.

seo-analysis

24

infranodus

Comprehensive SEO analysis skill for content optimization. Use when the user asks to perform SEO analysis, keyword research, content gap analysis, search intent analysis, or wants to optimize content for search engines. Covers topic-based keyword research (informational supply and search demand), website/document analysis, and actionable SEO recommendations. Works best with InfraNodus MCP tools for real Google data access.

Ontology Generator

24

infranodus

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. Use when the user requests to create an ontology, extract entities and relationships from text, or generate knowledge graph structures. Handles both topic-based ontology generation and entity extraction from existing text. Output is formatted for direct paste into InfraNodus.com for network visualization and AI-powered gap analysis.

cognitive-variability

24

infranodus

Guide conversations through dynamic shifts between zoom levels (scale) and connecting/exploring (intent) to unlock creative breakthroughs and prevent rigid thinking. Receives signals from writing assistant's pattern detection to diagnose cognitive states. Identifies structural gaps between idea clusters as spaces for innovation. Tracks temporal dwelling patterns and manages energy across personality modes. Uses playfulness for difficult transitions from chaos to clarity. Reads emotional feedback—inspiration signals continuation, exhaustion/frustration trigger transitions. Prevents obsessive loops through sustainable cycling. Maximum creative potential lives in gaps and dissipative states. Apply for complex analysis, when a user is stuck, breakthroughs, decision paralysis, group facilitation, breaking repetitive patterns, or when grammatical patterns reveal cognitive issues.

feature-discovery

23

Jamie-BitFlight

Autonomous feature research and gap analysis. Use when starting /add-new-feature or analyzing existing architecture documents. Explores codebase patterns, identifies ambiguities, and produces feature-context-{slug}.md for orchestrator RT-ICA phase. Does NOT make technical decisions.

policyengine-healthcare

21

PolicyEngine

Healthcare program modeling in PolicyEngine-US — Medicaid, ACA marketplace, CHIP, and Medicare. Covers encoding rules, running analyses, and navigating the unique complexity of US healthcare programs. Triggers: "healthcare", "health insurance", "Medicaid", "ACA", "CHIP", "Medicare", "marketplace", "premium tax credit", "APTC", "PTC", "SLCSP", "benchmark plan", "rating area", "age curve", "family tier", "coverage gap", "Medicaid expansion", "MAGI", "medicaid_magi", "aca_magi", "medicaid_income_level", "medicaid_category", "enrollment", "takeup", "take-up", "per capita", "CSR", "cost sharing", "insurance premium", "second lowest silver", "required contribution percentage", "42 CFR", "IRC 36B", "categorical eligibility", "expansion adult", "healthcare reform", "healthcare analysis", "health policy".

authoring-roadmap

21

deepeshBodh

This skill MUST be invoked when the user says "roadmap", "gap analysis", "evolution plan", "brownfield gaps", or "improvement priorities". Use for creating evolution roadmaps and identifying improvement priorities for brownfield projects.