acaprino

by Alfio Caprino

Structural entropy auditor: finds where the same concept is represented, owned, computed or implemented more than once, and what it costs when that concept changes. Seven dimensions over two evidence tracks. Knowledge track (duplicated domain knowledge, competing sources of truth, redundant representation, duplicated or derivable state) is judged by semantic identity and ownership, so two representations suffice behind a strict gate. Form track (missed unification, prior art available, abstraction fitness) is judged by recurrence, where the Rule of Three applies to missed unification only. Global mode censuses the codebase and persists a concept index; diff mode asks the same seven questions as 'introduced or aggravated by this change' and runs as the Abstraction dimension of /senior-review:team-review and /senior-review:code-review. Report-only, grounded in canonical theory (Metz, Beck, Fowler, Gross, North, DDD).

by Alfio Caprino

Structural entropy auditor: finds where the same concept is represented, owned, computed or implemented more than once, and what it costs when that concept changes. Seven dimensions over two evidence tracks. Knowledge track (duplicated domain knowledge, competing sources of truth, redundant representation, duplicated or derivable state) is judged by semantic identity and ownership, so two representations suffice behind a strict gate. Form track (missed unification, prior art available, abstraction fitness) is judged by recurrence, where the Rule of Three applies to missed unification only. Global mode censuses the codebase and persists a concept index; diff mode asks the same seven questions as 'introduced or aggravated by this change' and runs as the Abstraction dimension of /senior-review:team-review and /senior-review:code-review. Report-only, grounded in canonical theory (Metz, Beck, Fowler, Gross, North, DDD).

by Alfio Caprino

AI development workflow - prompt engineering and optimization, and Claude Agent SDK integration guide

by Alfio Caprino

AI development workflow - prompt engineering and optimization, and Claude Agent SDK integration guide

by Alfio Caprino

Comprehensive app analysis for Android (ADB) and web (Playwright MCP) - navigation mapping, competitive analysis, design system extraction, UX flow analysis, and business model intelligence

by Alfio Caprino

Comprehensive app analysis for Android (ADB) and web (Playwright MCP) - navigation mapping, competitive analysis, design system extraction, UX flow analysis, and business model intelligence

by Alfio Caprino

Expert Firefox extension (WebExtension) developer covering Manifest V2/V3, all 51 browser.* APIs, content scripts, background scripts, native messaging, cross-browser compatibility, AMO publishing, web-ext CLI tooling, project scaffolding, and live MDN documentation lookup; includes /firefox-scaffold, /firefox-lint, /firefox-publish commands

by Alfio Caprino

Expert Firefox extension (WebExtension) developer covering Manifest V2/V3, all 51 browser.* APIs, content scripts, background scripts, native messaging, cross-browser compatibility, AMO publishing, web-ext CLI tooling, project scaffolding, and live MDN documentation lookup; includes /firefox-scaffold, /firefox-lint, /firefox-publish commands

by Alfio Caprino

Legal advisory, compliance document generation, and SaaS business planning - Privacy Policies, Cookie Policies, DPAs, GDPR/ePrivacy/CCPA compliance, contract review, GTM strategy, market sizing, pricing, and positioning

by Alfio Caprino

Legal advisory, compliance document generation, and SaaS business planning - Privacy Policies, Cookie Policies, DPAs, GDPR/ePrivacy/CCPA compliance, contract review, GTM strategy, market sizing, pricing, and positioning

by Alfio Caprino

Rewrites source code to be more readable and human-friendly without changing behavior - improves naming, removes AI boilerplate, simplifies structure, and adds clarity comments

by Alfio Caprino

Rewrites source code to be more readable and human-friendly without changing behavior - improves naming, removes AI boilerplate, simplifies structure, and adds clarity comments

by Alfio Caprino

Human-readable codebase guide generator: explores unfamiliar projects, builds a structured interconnect map (contracts, invariants, domain rules, integration hot-spots) via the codebase-xray semantic-interconnect-mapper, then autonomously profiles the project (type, audience, register) and produces audience-adaptive narrative documents with Mermaid diagrams that cite the map, including a plain-language executive summary and a domain glossary so the guide is comprehensible by everyone. Includes documentation-reality drift detection in the review phase, plus standalone documentation creation, maintenance, and humanization with bottom-up code analysis. Both docs-create and docs-maintain cover 20 documentation dimensions; docs-maintain runs a structured per-dimension drift audit (added/removed/renamed/retyped) instead of generic outdated-text matching.

by Alfio Caprino

Human-readable codebase guide generator: explores unfamiliar projects, builds a structured interconnect map (contracts, invariants, domain rules, integration hot-spots) via the codebase-xray semantic-interconnect-mapper, then autonomously profiles the project (type, audience, register) and produces audience-adaptive narrative documents with Mermaid diagrams that cite the map, including a plain-language executive summary and a domain glossary so the guide is comprehensible by everyone. Includes documentation-reality drift detection in the review phase, plus standalone documentation creation, maintenance, and humanization with bottom-up code analysis. Both docs-create and docs-maintain cover 20 documentation dimensions; docs-maintain runs a structured per-dimension drift audit (added/removed/renamed/retyped) instead of generic outdated-text matching.

by Alfio Caprino

Multi-language systematic codebase X-ray analysis (Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust) - analyzes architecture, traces data flows, detects anti-patterns, and generates structured documentation for onboarding, architecture review, or code documentation. Root of the review and documentation dependency graph: it also owns the semantic interconnect mapper (contracts / invariants / domain rules / assumptions) that team-review and codebase-mapper both consume. Concurrent-safe: every analysis is an isolated run under .deep-dive/runs/ published to a stable root mirror. The Next Steps menu wires the output into downstream documentation generators (CLAUDE.md, codebase map, interface docs) as a technical-reference backbone. Renamed from deep-dive-analysis in 2.0.0.

by Alfio Caprino

Multi-language systematic codebase X-ray analysis (Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust) - analyzes architecture, traces data flows, detects anti-patterns, and generates structured documentation for onboarding, architecture review, or code documentation. Root of the review and documentation dependency graph: it also owns the semantic interconnect mapper (contracts / invariants / domain rules / assumptions) that team-review and codebase-mapper both consume. Concurrent-safe: every analysis is an isolated run under .deep-dive/runs/ published to a stable root mirror. The Next Steps menu wires the output into downstream documentation generators (CLAUDE.md, codebase map, interface docs) as a technical-reference backbone. Renamed from deep-dive-analysis in 2.0.0.

by Alfio Caprino

Constraint Satisfaction Problems and combinatorial optimization with Google OR-Tools CP-SAT solver

by Alfio Caprino

Constraint Satisfaction Problems and combinatorial optimization with Google OR-Tools CP-SAT solver

by Alfio Caprino

Single-worker and two-worker coordination probe.

by Alfio Caprino

Single-worker and two-worker coordination probe.

by Alfio Caprino

Evidence-first dependency auditing: runs each ecosystem's real audit tooling for CVEs, outdated packages, license obligations and supply-chain signals, and reports only tool-verified facts under TOOL-REPORTED, INFERRED and UNKNOWN evidence tiers. Obligations-based license analysis instead of a compatibility matrix, and strictly non-destructive remediation.

by Alfio Caprino

Evidence-first dependency auditing: runs each ecosystem's real audit tooling for CVEs, outdated packages, license obligations and supply-chain signals, and reports only tool-verified facts under TOOL-REPORTED, INFERRED and UNKNOWN evidence tiers. Obligations-based license analysis instead of a compatibility matrix, and strictly non-destructive remediation.

by Alfio Caprino

SEO optimization, content marketing, brand naming, domain hunting, customer review response, GA4/GTM analytics implementation, and answer-engine optimization (Google AI Overviews / SGE, Perplexity, ChatGPT Search, Claude Search, Bing Copilot) - technical audits, keyword research, content strategy, brand naming, domain checks, trademark screening, professional review reply generation with sentiment analysis, Google Analytics 4 + Google Tag Manager deployment with EU/GDPR Consent Mode v2 compliance, /ga4-audit Playwright-powered verification, and /llm-seo-audit AEO command with crawler-access matrix, E-E-A-T, structured data, passage extractability. Prose humanization lives in the standalone text-humanizer plugin.

by Alfio Caprino

SEO optimization, content marketing, brand naming, domain hunting, customer review response, GA4/GTM analytics implementation, and answer-engine optimization (Google AI Overviews / SGE, Perplexity, ChatGPT Search, Claude Search, Bing Copilot) - technical audits, keyword research, content strategy, brand naming, domain checks, trademark screening, professional review reply generation with sentiment analysis, Google Analytics 4 + Google Tag Manager deployment with EU/GDPR Consent Mode v2 compliance, /ga4-audit Playwright-powered verification, and /llm-seo-audit AEO command with crawler-access matrix, E-E-A-T, structured data, passage extractability. Prose humanization lives in the standalone text-humanizer plugin.