Coding & Dev Tools
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
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sboghossian-mini-claude-for-legal Skill Draft Boilerplate ClausesUse when drafting or reviewing the standard end-of-contract "miscellaneous" or "general provisions" section, or when a specific boilerplate clause needs to be pulled, adapted, or reviewed. Contains market-standard language for entire agreement, no waiver, severability, notices, governing law, dispute resolution (DIAC, ICC, court-of-choice), force majeure, counterparts/e-signature, assignment, and construction clauses — all with MENA-specific variants and enforceability notes.
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intent-solutions-io Skill Aggregating Performance MetricsThis skill enables Claude to aggregate and centralize performance metrics from various sources. It is used when the user needs to consolidate metrics from applications, systems, databases, caches, queues, and external services into a central location for monitoring and analysis. The skill is triggered by requests to "aggregate metrics", "centralize performance metrics", or similar phrases related to metrics aggregation and monitoring. It facilitates designing a metrics taxonomy, choosing appropriate aggregation tools, and setting up dashboards and alerts.
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intent-solutions-io Skill Detecting Performance BottlenecksThis skill enables Claude to detect and resolve performance bottlenecks in applications. It analyzes CPU, memory, I/O, and database performance to identify areas of concern. Use this skill when you need to diagnose slow application performance, optimize resource usage, or proactively prevent performance issues. The skill is triggered by requests to "detect bottlenecks", "analyze performance", "find performance issues", or similar phrases related to performance optimization. It helps uncover root causes and suggest remediation strategies.
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intent-solutions-io Skill Generating Test DataThis skill enables Claude to generate realistic test data for software development. It uses the test-data-generator plugin to create users, products, orders, and custom schemas for comprehensive testing. Use this skill when you need to populate databases, simulate user behavior, or create fixtures for automated tests. Trigger phrases include "generate test data", "create fake users", "populate database", "generate product data", "create test orders", or "generate data based on schema". This skill is especially useful for populating testing environments or creating sample data for demonstrations.
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intent-solutions-io Skill Analyzing System ThroughputThis skill enables Claude to analyze and optimize system throughput. It is triggered when the user requests throughput analysis, performance improvements, or bottleneck identification. The skill uses the `throughput-analyzer` plugin to assess request throughput, data throughput, concurrency limits, queue processing, and resource saturation. Use this skill when the user mentions "analyze throughput", "optimize performance", "identify bottlenecks", or asks about system capacity. It helps determine limiting factors and evaluate scaling strategies.
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intent-solutions-io Skill Generating Unit TestsThis skill enables Claude to automatically generate comprehensive unit tests from source code. It is triggered when the user requests unit tests, test cases, or test suites for specific files or code snippets. The skill supports multiple testing frameworks including Jest, pytest, JUnit, and others, intelligently detecting the appropriate framework or using one specified by the user. Use this skill when the user asks to "generate tests", "create unit tests", or uses the shortcut "gut" followed by a file path.
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intent-solutions-io Skill Profiling Application PerformanceThis skill enables Claude to profile application performance, analyzing CPU usage, memory consumption, and execution time. It is triggered when the user requests performance analysis, bottleneck identification, or optimization recommendations. The skill uses the application-profiler plugin to identify performance bottlenecks and suggest code-level optimizations. Use it when asked to "profile application", "analyze performance", or "find bottlenecks". It is also helpful when the user mentions specific performance metrics like "CPU usage", "memory leaks", or "execution time".
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intent-solutions-io Skill Implementing Database CachingThis skill enables Claude to implement multi-tier database caching solutions. It is triggered when the user requests database caching, performance improvements, or reduced database load. The skill utilizes Redis, in-memory caching, and CDN layers to optimize database performance by reducing database load, improving query latency, and supporting horizontal scaling with cache-aside, write-through, and read-through patterns. Use this skill when the user mentions terms like "database caching", "improve database performance", "reduce database load", or uses the `/caching` command.
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intent-solutions-io Skill Testing Load BalancersThis skill enables Claude to test load balancing strategies. It validates traffic distribution across backend servers, tests failover scenarios when servers become unavailable, verifies sticky sessions, and assesses health check functionality. Use this skill when the user asks to "test load balancer", "validate traffic distribution", "test failover", "verify sticky sessions", or "test health checks". It is specifically designed for testing load balancing configurations using the `load-balancer-tester` plugin.
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intent-solutions-io Skill Running Mutation TestsThis skill enables Claude to validate test suite quality by performing mutation testing. It is triggered when the user asks to run mutation tests, analyze test effectiveness, or improve test coverage. The skill introduces code mutations, runs tests against the mutated code, and reports on the "survival rate" of the mutations, indicating the effectiveness of the test suite. Use this skill when the user requests to assess the quality of their tests using mutation testing techniques. Specific trigger terms include "mutation testing", "test effectiveness", "mutation score", and "surviving mutants".
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intent-solutions-io Skill Marketplace ManagerAutomatically manages marketplace catalog updates, syncs marketplace.json, and handles plugin distribution when user mentions marketplace update, sync catalog, or add to marketplace. Specific to claude-code-plugins two-catalog system.
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gptomics Bundle Bio Alignment SortingSort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.
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gptomics Bundle Bio Pileup GenerationGenerate pileup data for variant calling using samtools mpileup and pysam. Use when preparing data for variant calling, analyzing per-position read data, or calculating allele frequencies.
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gptomics Bundle Bio Protac DegradersDesigns PROTACs, molecular glues, and bivalent degraders with explicit handling of E3 ligase choice (VHL, CRBN, IAP, MDM2, KEAP1), linker design (length, composition, rigidity), ternary complex prediction (PRosettaC, DeepTernary, AlphaFold3), cooperativity (alpha), DC50 / Dmax characterization, hook effect, and prediction-experiment reconciliation. Use when designing targeted protein degraders, planning linker SAR, predicting ternary complex stability, or building generative degrader workflows.
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gptomics Bundle Bio Shape SimilarityPerforms 3D shape-based similarity searching using ROCS (OpenEye), USRCAT (ultra-fast), Open3DAlign (RDKit), ESPSim (electrostatic), and ShaEP with explicit handling of Tanimoto-Combo (shape + color), shape vs ECFP4 complementarity, conformer-ensemble searching, alignment optimization, and scaffold hopping. Use when searching for shape-mimicking compounds with different scaffolds, identifying bioisosteric replacements, prospective scaffold hopping, or expanding hit series beyond 2D similarity.
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gptomics Bundle Bio Clinical Databases Polygenic RiskConstructs and validates polygenic risk scores using LDpred2-auto, SBayesRC, MegaPRS, PRS-CS, PROSPER, MUSSEL, BridgePRS, JointPRS, PRSmix, or PGS Catalog Calculator with ancestry-aware reference panels (HapMap3, UKB-LD), ancestry-conditional calibration, and PRS-RS reporting standards. Use when computing PRS for cohorts, applying absolute-risk transformation, assessing cross-ancestry portability (Martin 2017 / Ding 2023 continuous ancestry), or auditing PRS manuscripts against the 22-item PRS-RS reviewer checklist.
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gptomics Bundle Bio Clip Seq Crosslink Site DetectionDetect single-nucleotide crosslink (CL) sites in CLIP-seq data using truncation patterns (iCLIP/eCLIP CITS), crosslink-induced mutations (HITS-CLIP CIMS deletions, PAR-CLIP T-to-C), or HMM/kernel-density methods (PureCLIP, PARalyzer, CTK). Use when single-nucleotide resolution is required for motif registration (mCross), allele-specific binding (BEAPR), variant-effect prediction, or comparing crosslink chemistry across CLIP variants.
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gptomics Bundle Bio Copy Number Subclonal Copy NumberResolve subclonal copy number, whole-genome doubling, and copy-number tumor evolution from bulk sequencing with Battenberg, TITAN, and MEDICC2. Covers clonal versus subclonal copy-number states, haplotype phasing for subclonal resolution, cancer cell fraction, whole-genome-doubling detection and timing relative to mutations, mirrored subclonal allelic imbalance, and copy-number phylogenies. Use when a tumor is heterogeneous and bulk data shows non-integer copy number, when calling subclonal CNAs, detecting or timing whole-genome doubling, reconstructing copy-number evolution, or deciding between Battenberg and TITAN.
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gptomics Bundle Bio Crispr Screens Crispresso EditingQuantifies CRISPR editing outcomes with CRISPResso2 (Clement 2019 Nat Biotechnol) across Cas9-nuclease (indels, HDR), CBE and ABE base editors (target conversion + bystander), and prime editor (pegRNA-templated) modes. Covers single-amplicon (CRISPResso), multi-sample batch (CRISPRessoBatch), pooled-amplicon (CRISPRessoPooled), WGS off-target (CRISPRessoWGS), and sample-comparison (CRISPRessoCompare) workflows; quantification-window math that controls what is called edited; substitution-vs-indel diagnostic to distinguish BE from Cas9 contamination; MMEJ deletion pattern interpretation; allele-frequency tables; and failure modes from amplicon misalignment or contamination. Use when quantifying editing from amplicon sequencing, choosing CRISPResso mode by design, distinguishing intended edits from bystanders and indel byproducts, debugging low-alignment runs, or generating publication-grade editing reports.
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gptomics Bundle Bio Data Visualization Color PalettesSelect colormaps and qualitative palettes for scientific figures using perceptual-uniformity, color-vision-deficiency safety, and luminance-monotonicity criteria. Covers Crameri scientific colormaps, viridis/cividis/magma, Okabe-Ito categorical, ColorBrewer, and the rainbow/jet critique. Use when choosing palettes for heatmaps, scatter, networks, or any encoding where color carries quantitative or categorical meaning.
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sboghossian-mini-claude-for-legal Skill Draft Equity Grant LetterUse when drafting an equity grant letter for employee stock options (ISO/NSO), RSUs, restricted stock, or SARs. Covers all required inputs, vesting schedule mechanics, acceleration (single vs. double trigger), type comparison table, post-termination exercise periods, tax notice obligations (83(b) election for US), and jurisdictional notes for UK EMI, France BSPCE/AGA, UAE, KSA, and DIFC/ADGM. Flags common pitfalls including missed 83(b) deadlines and ambiguous acceleration triggers.
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sboghossian-mini-claude-for-legal Skill Draft Franchise AgreementUse when drafting a franchise agreement granting a franchisee the right to operate a business under the franchisor's brand, systems, and standards in a defined territory. Covers the full clause structure (territory, fees, training, operations manual, brand use, renewal, termination, non-compete), MENA-specific considerations (commercial agency law traps, UAE Federal Franchise Law, KSA disclosure requirements, halal compliance), EU pre-contractual disclosure obligations, and common pitfalls including inadequate operations manual cross-references.
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sboghossian-mini-claude-for-legal Skill Draft Mediation AgreementUse when drafting either a mediation agreement (submitting a dispute to mediation) or a settlement agreement (documenting terms reached after mediation or negotiation). Covers MENA and international institutional frameworks (DIAC, DIFC, ADGM, JAMS, CEDR, ICC ADR), confidentiality, without-prejudice protection, cost allocation, and the Singapore Convention on cross-border settlement enforcement. Triggers on "mediation agreement", "settlement agreement", "adr", "mediate", or "settle dispute" requests.
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sboghossian-mini-claude-for-legal Skill Draft Patent Cover LetterUse when drafting a cover letter for a patent application submission to a national or regional patent office — USPTO, EPO, PCT (WIPO), GCC Patent Office, SAIP (Saudi Arabia), UAE federal, or Lebanese MOET. Covers required components, priority claim mechanics, document list, power of attorney, publication requests, and MENA-specific filing requirements. Triggers on "patent application", "patent cover letter", "patent filing", "filing a patent", or "patent submission" requests.
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sboghossian-mini-claude-for-legal Skill Draft Severance AgreementUse when drafting a severance, separation, or mutual-exit agreement for an employee whose employment is ending. Covers statutory end-of-service entitlements (EOSG/EOSA), ex gratia payments, restrictive covenants, release of claims, and visa-cancellation coordination across UAE (federal and DIFC), KSA, Lebanon, and other MENA jurisdictions. Flags non-waivable statutory floors and the consultation requirements for mass redundancies.
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sboghossian-mini-claude-for-legal Skill Justice Intent ChitchatUse when the public-facing assistant (Justice on haqq.ai) receives a conversational, off-topic, or casual message that is not a legal question, product inquiry, or support request. Routes ambiguous openers and small-talk into a warm, on-brand response that redirects toward the assistant's legal-access mission without dismissing the user. Covers all jurisdictions; relevant to any interaction with a first-time or anonymous visitor.
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sboghossian-mini-claude-for-legal Skill Justice Message ActionsUse to determine which per-message action affordances to surface in the Louis chat UI after each assistant response. Applies context-sensitive rules to show or hide Copy, Regenerate, Save as snippet, Send to matter, Cite in document, Add to drafting board, Mark as wrong, and Share — adapting to output type, content sensitivity, and user role. Covers all jurisdictions; UI-routing skill with no practice area restriction.
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sboghossian-mini-claude-for-legal Skill Kb Fintech Licensing Cma KsaUse when a matter involves financial services licensing, fintech regulation, payment services, open banking, equity crowdfunding, robo-advisory, or establishing a regulated financial entity in Saudi Arabia. Covers the dual-regulator framework (SAMA for banking/payments, CMA for capital markets/investment), SAMA Fintech Sandbox, capital requirements, Sharia-compliance expectations, Saudization obligations for fintech entities, and Vision 2030 alignment. Triggers on KSA fintech license, SAMA payment license, CMA equity crowdfunding, BNPL KSA, open banking Saudi, or Saudi fintech questions.
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sboghossian-mini-claude-for-legal Skill Review Lease Tenant SideUse when reviewing a commercial or residential lease from the tenant's perspective. Identifies risks and missing protections across rent escalation caps, service charge transparency, quiet enjoyment, repair allocation, make-good obligations, renewal rights, and personal guarantees. Covers MENA jurisdictions (Lebanon, UAE, KSA) and general commercial-lease best practice, with statutory tenant protections that vary by jurisdiction.
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sboghossian-mini-claude-for-legal Skill Router Language DetectorUse to detect the input language(s) of a user message and determine the correct output language for the response. Supports English, Arabic (MSA, Levantine, Gulf), French, and code-switched mixes. Handles MENA legal practice where Arabic-English and Arabic-French code-switching is common. Determines the legally controlling language for bilingual document drafting contexts. Outputs a JSON object consumed by the output formatter and persona selector.
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sboghossian-mini-claude-for-legal Skill Site Legal Document RouterUse when a site visitor searches for or navigates to a legal document type in the document library. Routes requests to the document library page filtered by document type and/or jurisdiction, allowing users to browse templates, view sample documents, and access AI-assisted drafting for a specific document category (NDA, employment agreement, SHA, lease, etc.) across MENA and other covered jurisdictions.
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intent-solutions-io Skill Creating Alerting RulesThis skill enables Claude to create intelligent alerting rules for proactive performance monitoring. It is triggered when the user requests to "create alerts", "define monitoring rules", or "set up alerting". The skill helps define thresholds, routing, and escalation policies, and offers options for multi-category alert creation, including latency, error rate, throughput, resource utilization, availability, and SLO violation alerts. It is useful for Site Reliability Engineers (SREs) and DevOps teams looking to improve system observability.
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intent-solutions-io Skill Creating Apm DashboardsThis skill enables Claude to create Application Performance Monitoring (APM) dashboards. It is triggered when the user requests the creation of a new APM dashboard, monitoring dashboard, or a dashboard for application performance. The skill helps define key metrics and visualizations for monitoring application health, performance, and user experience across multiple platforms like Grafana and Datadog. Use this skill when the user needs assistance setting up a new monitoring solution or expanding an existing one. The plugin supports the creation of dashboards focusing on golden signals, request metrics, resource utilization, database metrics, cache metrics, business metrics, and error tracking.
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intent-solutions-io Skill Generating Database Seed DataThis skill enables Claude to generate realistic test data and database seed scripts for development and testing environments. It uses Faker libraries to create realistic data, maintains relational integrity, and allows configurable data volumes. Use this skill when you need to quickly populate a database with sample data for development, testing, or demonstration purposes. The skill is triggered by phrases like "seed database", "generate test data", "create seed script", or "populate database with realistic data".
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intent-solutions-io Skill Managing Database TestingThis skill manages database testing by generating test data, wrapping tests in transactions, and validating database schemas. It is used to create robust and reliable database interactions. Claude uses this skill when the user requests database testing utilities, including test data generation, transaction management, schema validation, or migration testing. Trigger this skill by mentioning "database testing," "test data factories," "transaction rollback," "schema validation," or using the `/db-test` or `/dbt` commands.
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intent-solutions-io Skill Managing Snapshot TestsThis skill enables Claude to manage and update snapshot tests using intelligent diff analysis and selective updates. It is triggered when the user asks to analyze snapshot failures, update snapshots, or manage snapshot tests in general. It helps distinguish intentional changes from regressions, selectively update snapshots, and validate snapshot integrity. Use this when the user mentions "snapshot tests", "update snapshots", "snapshot failures", or requests to run "/snapshot-manager" or "/sm". It supports Jest, Vitest, Playwright, and Storybook frameworks.
Frequently asked questions
What are Coding & Dev Tools agent skills?
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
Which Coding & Dev Tools skills are most installed?
Popular Coding & Dev Tools skills on SkillMD right now include Aggregating Performance Metrics, Detecting Performance Bottlenecks, Generating Test Data. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Coding & Dev Tools skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.