integrity AI Agent Skills
Browse 198 skills related to integrity
database-schema-designer
davila7Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.
peer-review
davila7Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
ercdata
openclawStore, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit trails, manage access control for private data, or interact with the ERCData smart contract. Supports public and private storage, EIP-712 verification, snapshots, and batch operations.
validating-database-integrity
This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, referential integrity, and business rules. Use this skill when you need to implement data validation, enforce constraints, or improve data quality within a database. It is triggered by requests for "data validation", "database integrity", or "validation rules". The plugin supports multi-database environments and production-ready implementations.
validating-api-responses
Validate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness. Trigger with phrases like "validate responses", "check API responses", or "verify response format".
evernote-data-handling
Best practices for handling Evernote data. Use when implementing data storage, processing notes, handling attachments, or ensuring data integrity. Trigger with phrases like "evernote data", "handle evernote notes", "evernote storage", "process evernote content".
managing-database-tests
Test database testing including fixtures, transactions, and rollback management. Use when performing specialized testing. Trigger with phrases like "test the database", "run database tests", or "validate data integrity".
generating-database-seed-data
This skill enables the AI assistant 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 when working with databases or data models. Trigger with phrases like 'database', 'query', or 'schema'.
skill-quality-reviewer
Galaxy-DawnThis skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report". Evaluates local skills across description quality, content organization, writing style, and structural integrity.
soul-guardian
prompt-securityDrift detection + baseline integrity guard for agent workspace files with automatic alerting support
peer-review
jimmc414Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
data-migration-validator
a5c-aiValidate data integrity during and after migration with comprehensive verification checks
financial-model-validator
a5c-aiValidates financial model assumptions, checks formula integrity, stress tests scenarios
sil-calculator
a5c-aiSafety Integrity Level calculation skill for SIF design and verification per IEC 61511
bio-imaging-mass-cytometry-quality-metrics
GPTomicsQuality metrics for IMC data including signal-to-noise, channel correlation, tissue integrity, and acquisition QC. Use when assessing data quality before analysis or troubleshooting problematic acquisitions.
bio-rnaseq-qc
GPTomicsRNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics. Use when validating RNA-seq libraries before differential expression analysis.
Quality Assurance Standards
HoangNguyen0403Standards for maintaining code hygiene, automated checks, and testing integrity.
lightweight-design-analysis
NTCodingThis skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling & Cohesion, Immutability, Domain Integrity, Type System, Simplicity, and Performance. Ensures rigorous, evidence-based analysis by: (1) Understanding code flow first via implementation-analysis protocol, (2) Systematically evaluating each dimension with specific criteria, (3) Providing actionable findings with file:line references. Triggers when users request: code analysis, design review, refactoring opportunities, code quality assessment, architecture evaluation.
qe-database-testing
proffesor-for-testingDatabase schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
database-testing
proffesor-for-testingDatabase schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
rigorous-reasoning
atholaPrevents sycophantic reasoning through checklist-based analysis, categorical integrity, and evidence-following to uncomfortable conclusions. Red Flags: "I agree that", "You are right", "Great point", "Absolutely", "That is a fair point", "I can see why", agreement without validation, softening conclusions, hedging without evidence, retracting under pressure. Use when analyzing conflicts, evaluating ethical claims, or noticing sycophantic thought patterns. Do not use for routine implementation or simple factual questions. CRITICAL: This skill overrides conversational tendencies toward politeness. Agreement requires validity and accuracy.
backend-migrations
aiskillstoreCreate and manage database schema migrations with reversibility, zero-downtime deployment support, and proper version control. Use this skill when creating database migration files, modifying schema, adding or removing tables/columns, creating indexes, managing migration rollbacks, or planning database changes. Apply when working with migration files, schema changes, database versioning, or any task involving evolving database structure over time while maintaining backwards compatibility and data integrity.
global-validation
aiskillstoreImplement comprehensive server-side validation with allowlists, type checking, input sanitization, and consistent error messages, while using client-side validation for user experience. Use this skill when validating user input, form data, API requests, implementing security checks, preventing injection attacks, checking data types/formats/ranges, or providing validation feedback. Apply when working with form validation, API endpoint validation, input sanitization, business rule enforcement, or any code that accepts and validates external data to ensure security, data integrity, and proper user feedback across all entry points.
backend-models
aiskillstoreDefine database models and ORM entities with proper naming, relationships, validation, and data integrity constraints. Use this skill when creating or modifying model classes, database table definitions, model relationships (one-to-many, many-to-many), data validation rules, database constraints, or model methods. Apply when working with ORM model files, ActiveRecord, SQLAlchemy, Sequelize, Prisma schemas, or any database model definitions that map objects to database tables and enforce data structure and relationships.
validate-agent
oocxValidate agent definitions for consistency, model availability, handoff integrity, and tool existence. Use this when creating or modifying agents.
data-migration
MicrockPlan and execute database migrations, data transformations, and system migrations safely with rollback strategies and data integrity validation. Use when migrating databases, transforming data schemas, moving between database systems, implementing versioned migrations, handling data transformations, ensuring data integrity, or planning zero-downtime migrations.
nondominium-holochain-dna-dev
MicrockSpecialized skill for nondominium Holochain DNA development, focusing on zome creation, entry patterns, integrity/coordinator architecture, ValueFlows compliance, and WASM optimization. Use when creating new zomes, implementing entry types, or modifying Holochain DNA code.
database-testing
MicrockDatabase schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
Backend Models Standards
MicrockDefine database models with clear naming, appropriate data types, constraints, relationships, and validation at multiple layers. Use this skill when creating or modifying database model files, ORM classes, schema definitions, or data model relationships. Apply when working with model files (e.g., models.py, models/, ActiveRecord classes, Prisma schema, Sequelize models), defining table structures, setting up foreign keys and relationships, configuring cascade behaviors, implementing model validations, adding timestamps, or working with database constraints (NOT NULL, UNIQUE, foreign keys). Use for any task involving data integrity enforcement, relationship definitions, or model-level data validation.
ln-634-test-coverage-auditor
levnikolaevichCoverage Gaps audit worker (L3). Identifies missing tests for critical paths (Money 20+, Security 20+, Data Integrity 15+, Core Flows 15+). Returns list of untested critical business logic with priority justification.
unit-test-bean-validation
giuseppe-trisciuoglioProvides patterns for unit testing Jakarta Bean Validation (@Valid, @NotNull, @Min, @Max, etc.) with custom validators and constraint violations. Validates logic without Spring context. Use when ensuring data integrity and validation rules are correct.
validate-17-layers
peijun1700The BlueMouse 17-Layer Alpha Scale (Static Standard). Ensures code hygiene, structural integrity, and logic safety.
shipping-methodology
elb-prUse when running claudikins-kernel:ship, preparing PRs, writing changelogs, deciding merge strategy, or handling CI failures — enforces GRFP-style iterative approval, code integrity validation, and human-gated merges
System
Steffen025System maintenance - integrity check, document session, secret scanning. USE WHEN integrity, audit, document session, secrets, security scan.
ecto-changesets
TheBushidoCollectiveUse when validating and casting data with Ecto changesets including field validation, constraints, nested changesets, and data transformation. Use for ensuring data integrity before database operations.
database-design
korallisDesign scalable, normalized database schemas with proper relationships, indexes, constraints, and migration strategies for relational and NoSQL databases. Use when designing database schemas, planning table relationships and foreign keys, creating indexes for query optimization, defining constraints and validations, designing data models for scalability, planning database migrations, choosing between SQL and NoSQL, implementing sharding strategies, optimizing query performance, or establishing data integrity rules.
repo-maintenance
IgorWarzochaMaintain repository integrity and documentation. Use for auditing structure, checking config validity, and reviewing inventory. Use proactively to validate the repository or sync documentation. Examples: - user: "Validate the repo" → run audit_repo.py - user: "Check agents" → run audit_repo.py, review errors - user: "Update documentation" → run sync_docs.py - user: "Check for issues" → run full audit
integrity-checks
danthegoodman1Integrity checks
symfony:doctrine-relations
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine relations tasks.
symfony:doctrine-transactions
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine transactions tasks.
symfony:doctrine-fetch-modes
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine fetch modes tasks.
symfony:doctrine-batch-processing
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine batch processing tasks.
symfony:doctrine-fixtures-foundry
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine fixtures foundry tasks.
symfony:doctrine-migrations
MakFlyEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine migrations tasks.
Test Data Anonymization
PramodDuttaAnonymizing production data for testing while maintaining referential integrity, data distributions, and edge case representation.
Data Integrity Testing
PramodDuttaVerifying data integrity constraints, referential integrity, data type validation, and consistency checks across database operations.
Database Migration Test Generator
PramodDuttaGenerate tests for database migration safety covering schema changes, data integrity preservation, rollback verification, and zero-downtime migration validation
Database Migration Testing
PramodDuttaTesting database migration scripts for correctness, rollback safety, data integrity, and zero-downtime migration patterns.
