Claude Skills by aicodedecode

Building defensible grant budgets — personnel, equipment, indirect costs, and justifications reviewers believe.

Run an effective bug bounty program — scope design, triage, researcher relations, and remediation workflows.

Bulk RNA-seq differential expression — experimental design, count modeling with DESeq2/edgeR, and enrichment.

Bun runtime guidance — fast installs, built-in bundler and test runner, Bun.serve APIs, and migration from Node.

Perform business analysis — requirements gathering, process mapping, gap analysis, and stakeholder-ready documentation.

Write complete business plans — executive summary, market analysis, financials, and investor-ready narratives.

Professional C: memory ownership, defensive programming, build hygiene, and systems-level correctness. Use when writing, reviewing, or maintaining C code.

Caddy guidance — automatic HTTPS, Caddyfile patterns, reverse proxying, and simple production deployments.

Protect your time with Muse as calendar guardian: time-blocking, buffer time, declining gracefully, weekly calendar audits, and defending focus and personal time.

Master calendar management — time blocking, scheduling hygiene, calendar audits, and executive calendaring.

Run your calendar like a pro: timeboxing, calendar layering, meeting hygiene, buffer design, and weekly planning rituals. Use when your schedule feels chaotic or your calendar controls you instead of the reverse.

Ship iOS/Android apps with Capacitor: web codebase, native plugins, live updates, and store builds. Use when wrapping a web app as native mobile apps.

Capacity planning — forecasting demand, sizing infrastructure, and avoiding both outages and waste — use when scaling systems.

Greenhouse gas inventories and carbon footprints — scopes, emission factors, boundaries, and credible net-zero claims.

Clarify career direction, set goals, and build actionable development plans through structured coaching.

Plan a structured career change with skill-gap analysis, bridge roles, and a de-risked transition timeline.

Deploy cloud access security brokers — shadow IT discovery, SaaS governance, and cloud data protection.

Heterogeneous and homogeneous catalysis — mechanisms, kinetics, catalyst characterization, and deactivation analysis.

Estimate causal effects from observational and experimental data — DAGs, confounding control, quasi-experimental designs, and sensitivity analysis. Use when you need "what causes what," not just correlation.

Mammalian cell culture fundamentals — aseptic technique, passaging, cryopreservation, and contamination control.

Blazing inference on Cerebras wafer-scale hardware — ultra-fast open-model APIs for speed-critical workloads.

Elicit step-by-step reasoning from language models to boost accuracy on math, logic, and multi-step problems.

Write and publish changelogs — release notes that users read, versioning, and launch communication cadence.

Maintain changelogs users actually read: Keep-a-Changelog format, automation, and release-note craft. Use when writing changelogs or automating release notes.

Build indirect sales channels — partner recruitment, enablement, deal registration, and channel conflict management.

Chaos engineering — designing safe failure-injection experiments to build resilience — use when proactively testing system robustness.

Design memorable characters with silhouette, personality, expression sheets, and turnarounds.

Build dashboards with Chart.js: layout, KPI cards, cross-chart filtering, theming, and real-time panels. Use for operational and analytics dashboards.

Build charts with Chart.js: configuration, plugins, custom tooltips, real-time updates, and dashboard patterns. Use for standard charts in web apps.

Use conversational marketing — chatbot strategy, conversation design, lead qualification bots, and messaging ROI.

Design chatbot user interfaces — message layouts, suggestion chips, rich cards, feedback controls, and accessibility. Use when designing the visual and interaction layer of conversational UIs.

Build with Zhipu AI's ChatGLM models — bilingual conversational models with strong Chinese dialogue.

Practical computational and experimental chemistry workflows — cheminformatics, quantum chemistry, kinetics, and analytical methods.

ChIP-seq analysis — peak calling, differential binding, motif discovery, and QC with phantom-peak metrics.

Split documents for retrieval effectively — fixed, semantic, structural, and hierarchical chunking with overlap tuning. Use when RAG retrieval quality depends on how documents are divided.

Design and operate CI/CD pipelines: fast feedback, deployment strategies, environments, and pipeline reliability. Use when building, fixing, or scaling build and deploy pipelines.

CircleCI guidance — config design, orbs, caching, workflows, contexts, and pipeline optimization.

Manage citations and references — collecting sources, organizing libraries, formatting bibliographies, and keeping reference integrity. Use when writing anything that cites sources.

Build multimodal AI apps on Clarifai — model marketplace, pipelines, and computer vision plus language workflows.

Get productive with agentic coding assistants — task framing, iterative prompting, file-scoped workflows, review loops, and multi-file refactors. Use when pairing with an AI coding agent on real codebases.

Clean/hexagonal architecture: dependency rules, ports and adapters, layering, and testable boundaries. Use when structuring applications for maintainability and testability.

Write readable, maintainable code: naming, small functions, clear control flow, and honest abstractions. Use when writing new code, refactoring, or reviewing for readability.

ClickHouse columnar analytics — schema design, MergeTree tuning, and fast queries — use for OLAP and high-volume event data.

Working with observational climate data — reanalyses, station records, anomalies, trends, and honest uncertainty.

Translating coarse global climate projections to local scales — dynamical vs statistical downscaling, bias correction, and added value.

NLP on clinical text — de-identification, concept extraction, phenotyping from notes, and LLM safety guardrails.

Clinical prediction models and risk scores — development, validation, calibration, and bedside use.

Designing clinical trials — phases, randomization, endpoints, sample size, and CONSORT-compliant reporting.

Master clipboard history management: multi-item history, pinning, transformations, and search. Use when you copy-paste constantly and the single-slot clipboard keeps losing things.

Understanding and optimizing cloud/PaaS pricing — cost models, common traps, and FinOps habits — vendor-neutral.