designing hybrid context layers
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
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THE AGENSI STORE
17 skills found
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
by Samuel Rose
Catches dangerous database migrations before they hit production. Reviews schema changes for locking hazards, data loss, missing rollbacks, and index issues across PostgreSQL, MySQL, and SQLite.
by LocoLoboZ
Automate the ingestion, indexing, and maintenance of a dual-vault Obsidian knowledge base with strict traceability.
by Julian
Deconstruct complex problems using physics-based reasoning and "Idiot Index" calculations to find the theoretical floor.
by Timoranjes
Audit SQL and ORM queries for security vulnerabilities, N+1 performance issues, and indexing anti-patterns.
Catch the dangerous migration before it locks or wrecks your production database. Scans SQL migration files for destructive and risky operations: DROP and TRUNCATE, drops without IF EXISTS, lossy column-type changes, NOT NULL added without a default, DELETE or UPDATE with no WHERE, non-concurrent index builds, dropped constraints, renames, and data backfills mixed into schema changes. Each finding is ranked by severity with a safer rewrite. Postgres, MySQL, and SQLite.
by Nex AI
Automated Belgian rental contracts, legal indexation calculations, and regional compliance for landlords.
Optimize your website's architecture and content to be discovered, indexed, and cited by AI agents and LLMs.
Review a database schema, queries, or migration for the mistakes that get expensive in production — bad table design, missing or wrong indexes, slow and N+1 queries, SQL injection, and migrations that lock or break prod. Engine-aware (PostgreSQL, MySQL, SQLite, SQL Server), it runs an ordered review and returns a PASS/REVIEW/BLOCK verdict with prioritized fixes. Schema mistakes are the most expensive kind — this catches them before they ship.
by Shandra
Audits site architecture and creates internal linking plans that improve crawlability, indexation support, authority flow, topical relevance, user navigation, and priority page visibility.
by Timoranjes
Teaches AI coding agents to design safe Prisma schemas that prevent data loss, race conditions, N+1 queries, and the dangerous Prisma migration reset. Covers 12 critical anti-patterns (missing indexes
Durable, cross-session memory for agents using private cloud storage and atomic indexing.
by Timoranjes
Teaches AI coding agents to enforce hard numeric quality thresholds on code complexity — cyclomatic complexity, cognitive complexity, coupling, and maintainability index — as deterministic CI/CD gates
Check a chargeback case, evidence index, and timeline for reason-specific gaps, broken references, contradictions, and deadline risk before owner review.
by callitmagic
Scans project folder (local or GitHub repo) for source code. Auto-generates/updates per-file docs, a setup guide with dependencies and credentials, and a README with script index. Runs security and health audit - finds hardcoded API keys, tracked credentials, missing .gitignore coverage, broken imports, and TODOs - writes actionable issues.md. Supports three modes: local scan, GitHub URL clone-and-document, and --check freshness report (read-only). Updates the docs iif update is needed.
by Shandra
Maps audit requests to internal controls, identifies required supporting evidence, organizes records from approved sources, detects missing, stale, incomplete, or conflicting artifacts, validates period and scope coverage, and prepares review-ready audit packages without modifying authoritative source records. It creates request-to-control mappings, control-to-evidence matrices, PBC trackers, evidence indexes, gap registers, remediation trackers, provenance records, and reviewer-ready packages while preserving traceability, confidentiality, and evidence integrity.
by TopAgent
Diagnose slow or broken SQL: explain plans, index advice, rewrites, and correctness checks.