Claude Skills by aicodedecode

Networking on PaaS platforms — private networks, custom domains, TLS, and egress — vendor-neutral patterns.

Observability on PaaS platforms — logs, metrics, traces, and alerts without managing the plumbing — vendor-neutral patterns.

Design product packaging with shelf impact, structural basics, regulatory requirements, and dielines.

Operate PagerDuty effectively — on-call schedules, escalation policies, incident workflows, and alert hygiene.

Plan and optimize paid advertising — Google, Meta, and multi-channel campaigns, budgets, creative testing, and ROAS.

Reconstructing past climates from proxies — ice cores, tree rings, sediments, corals — with dating and calibration discipline.

pandas guidance — data wrangling, groupby, merging, time series, performance optimization, and memory management.

Architecting a scientific paper — IMRaD logic, storyline design, and paragraph-level structure that reviewers follow.

Organize everything with PARA: Projects, Areas, Resources, Archives across any tool. Use when information is scattered and you need one simple universal organizing system.

Build strategic partnerships — sourcing, structuring deals, co-marketing, and managing partner relationships.

Audit password hygiene and authentication controls — policy design, credential exposure checks, and migration to modern auth.

Use a password manager correctly: setup, strong unique passwords, 2FA, passkeys, sharing, and emergency access. Use when securing accounts or helping others adopt a password manager.

Pathway and gene-set enrichment analysis — ORA, GSEA, background sets, and honest interpretation.

PCR assay optimization and troubleshooting — primer design, cycling conditions, and fixing failed reactions.

Solving partial differential equations numerically — finite differences, stability, boundary conditions, and verification.

Programmatic PDF work — creating, reading, merging, and filling PDFs — use when automating PDF generation or extraction.

Converting PDFs to clean Markdown — layout-aware extraction for docs and RAG pipelines.

Conducting rigorous peer review — structured evaluation, major vs minor issues, and writing reviews authors can act on.

Run authorized penetration tests with a defined scope and rules of engagement, and convert findings into prioritized, remediable reports.

Systematic performance engineering: measure, profile, optimize hotspots, and set budgets. Use when diagnosing slowness or making systems faster.

Write compelling self-assessments and peer reviews with evidence-backed impact narratives.

Idiomatic modern Perl: strict/warnings, CPAN, references, regex mastery, and maintainable scripting. Use when writing, reviewing, or maintaining Perl code.

Define and grow a professional personal brand with positioning, content pillars, and platform strategy.

Research anything well with an AI assistant: frame balanced questions, compare options in tables, demand sources with dates, and spot weak claims. Use when comparing products, checking news, or deciding on health, travel, or tech topics.

Pharmacogenomics in practice — key gene-drug pairs, phenotype translation, and clinical implementation.

Drug safety signal detection — disproportionality analysis, case-series evaluation, and signal validation.

Reading and constructing phase diagrams — Gibbs phase rule, lever rule, invariant reactions, and CALPHAD basics.

Build with Microsoft's Phi small language models — compact reasoning models for edge and cost-efficient apps.

Run authorized phishing simulations to measure susceptibility, train staff, and strengthen reporting culture — safely and ethically.

Edit photos professionally with exposure, color grading, retouching workflow, and export best practices.

Measuring brightness from images — aperture and PSF photometry, calibration to standard systems, and light curves.

Idiomatic modern PHP: Composer autoloading, strict types, OOP/domain modeling, Laravel/Symfony patterns, and testing. Use when writing, reviewing, or structuring PHP applications.

Molecular phylogenetics — alignment, model selection, tree inference, and interpreting evolutionary trees.

Applied physics problem-solving — mechanics, E&M, statistical mechanics, and data analysis with real unit and error discipline.

Automate image processing in Python with Pillow for resizing, watermarking, thumbnails, and batch pipelines.

Build compelling pitch decks — narrative arc, slide-by-slide structure, and investor-focused storytelling.

Pharmacokinetic/pharmacodynamic modeling — compartmental models, nonlinear mixed effects, and dose selection.

Split agents into a planner that strategizes and an executor that acts — with replanning when reality diverges.

Plan complex work with files: write plans as documents before executing, for agents and humans. Use when coordinating multi-step work that needs review, handoff, or persistence.

Plan multi-step AI agent work: decompose goals, sequence agents, define handoffs, and handle failure. Use when orchestrating agents through complex tasks that need structure before execution.

Plate tectonic framework — boundaries, kinematics, reconstructions, and linking tectonics to geology.

Integrate with SaaS platform APIs — authentication, rate limits, webhooks, SDK patterns, and robust client design.

Migrating applications between platforms — planning, data movement, and cutover — vendor-neutral methodology.

Browser automation with Playwright — reliable selectors, waits, and test patterns — use for E2E testing and scripted browsing.

Master pnpm: workspaces, content-addressable store, strict node_modules, catalogs, and monorepo workflows. Use when managing JS dependencies with pnpm.

Authentication with PocketBase — email/password, OAuth2, and token management — use when implementing login and user sessions.

Deploying PocketBase to production — hosting, TLS, backups, and updates — use when shipping a PocketBase app.

Extending PocketBase with hooks — validation, side effects, and custom routes in Go/JavaScript.

Schema migrations in PocketBase — generating, reviewing, and applying them safely across environments.

PocketBase backend mastery — collections, APIs, and self-hosted operations — use when building on PocketBase.