Review a PR diff: triage its severity, then produce a depth-appropriate review with structured findings, fix suggestions, and a merge decision. Use for code review, review PR, and severity triage requests.

Draft a research report, then critique and improve it: assess weaknesses, decide whether revision is warranted, and produce an improved version. Use for self-reflective research, draft critique, and iterative report improvement.

Triage raw security-scan findings (hardcoded secrets, injection patterns, vulnerable dependencies) into a prioritized, actionable security audit report. Use for security audit, code audit, vulnerability triage, and risk review.

Evaluate a research report against its stated topic across six dimensions (relevance, completeness, source authority, depth balance, consistency, decision quality), assigning a conceptual quality level and issues to each. Use for report evaluation, research review, and quality assessment.

Generate professional software release notes from a commit log: classify changes, write user-facing summaries, draft a publishable announcement, and assess release readiness. Use for release, changelog, version, and deploy requests.

Generate a product launch press kit from a product brief: a market positioning brief and a launch risk register with mitigations. Use for press kit, launch, positioning, and press release requests.

Generate a structured market research brief from a feature idea and supplied business context: market landscape, competitor intelligence, opportunity assessment, and a go-to-market recommendation. Use for market, research, competitor, and product launch requests.

Analyze product market positioning, competitive landscape, and unique value proposition. Use for positioning, market analysis, and differentiation.

Identify, categorize, and prioritize product launch risks, producing a risk matrix (probability × impact) with mitigation strategies. Use for launch risk, risk register, and go-to-market risk review.

Draft launch communications: an announcement / press release, an internal support FAQ, and a customer-facing feature summary. Use for launch comms, press release, announcement, and messaging.

Analyze an infrastructure incident alert and produce a structured response plan plus an executable on-call runbook. Use for incident, alert, on-call, and runbook requests.

Audit a vendor agreement or contract: extract key clauses, check that required clause categories are present, flag compliance gaps and risks, and emit a structured audit summary. Use for compliance, contract review, audit, and vendor agreement requests.

Produce a deep, structured research report on a topic: decompose into key dimensions, analyze each with evidence and reasoning, synthesize cross-cutting insights, and surface open questions. Use for deep research, analysis, and literature/landscape reviews.

Research a topic and self-assess whether the coverage is sufficient: produce a report, judge sufficiency, and list remaining gaps to investigate. Use for adaptive/agentic research and iterative investigation.

Prepare an evidence-backed blog/media interview preparation brief for a specified person by researching public context, reflecting on information sufficiency, and writing the final Markdown deliverable.

Use for concise business travel plans that combine policy constraints, local route facts, and traveler priorities.

Use for market-entry or go-to-market memos that combine CRM evidence, competitive signals, and executive decision needs.

Use for portfolio-facing stock risk briefs that separate market facts, interpretation, and non-investment-advice boundaries.

A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack.

To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template application, validation, and installation processes while maintaining progressive disclosure patterns and writing style standards.