Agent Skills

Review orchestrator and single entry point for all application reviews. Triage what needs reviewing, then run the right domains: security (OWASP, auth, headers, supply chain), privacy (PII, tracking, consent, GDPR/CCPA), compliance (HIPAA, SOC 2, PCI-DSS, GDPR), design (responsive, accessibility, typography, i18n), resilience (error handling, degradation, API contracts), performance (Core Web Vitals, bundles, runtime), SEO (meta, structured data, crawlability), and GEO (AI citation readiness, ll

Install

npx skills add https://github.com/shiplightai/agent-skills --skill review
SKILL.md

Review Orchestrator

The single entry point for application reviews. It triages what matters, then runs one or more domain reviews and merges them into a unified report. Each domain lives in references/<domain>.md and is loaded only when selected.

When to use

  • User wants a review but isn't sure which kind
  • Pre-launch readiness assessment
  • Post-incident review planning
  • A targeted request for one domain ("check my app's security", "review SEO")

Modes

  • Triage (default, /review) — ask context questions, recommend a plan, run it.
  • Full suite (/review --all) — run every applicable domain.
  • Targeted (/review <domain>) — jump straight into one domain, skipping triage. E.g. /review security, /review seo. Accepts an optional depth flag (--quick / --thorough).

Domains

Each row maps to a reference file. Load the file only when the domain is selected.

Domain Reference Run it when… (trigger signals)
security references/security.md auth/login changes, sensitive data, OWASP, headers/CORS/CSP, supply chain
privacy references/privacy.md collects PII, tracking/analytics, consent banners, GDPR/CCPA
compliance references/compliance.md regulated industry, audit prep, HIPAA/SOC 2/PCI-DSS/GDPR, payments or health data
design references/design.md UI shipping without a designer, responsive, accessibility, typography, i18n
resilience references/resilience.md error handling, network/API failures, empty/edge states, degradation
performance references/performance.md slow pages, Core Web Vitals, bundle size, runtime/render perf
seo references/seo.md public site, meta tags, structured data, crawlability, sitemaps
geo references/geo.md discovered via AI assistants, LLM citation readiness, llms.txt, entity clarity

Shared conventions (phases, scoring, confidence, severity, output paths) live in references/report-format.md — every domain follows them.

Steps

1. Gather context

  • Read the project: tech stack, framework, package.json, routes, components.
  • Check git diff for recent changes.
  • Look for existing reports in shiplight/reports/.
  • Auto-detect compliance markers (HIPAA/PHI, PCI/payment fields, GDPR/cookie consent).

If invoked as /review <domain>, skip to step 4 for that domain.

2. Ask targeted questions (max 4)

One at a time, with auto-detected defaults:

  1. What type of application? (SaaS, healthcare, fintech, e-commerce, internal tool, marketing site, API-only)
  2. What triggered this review? (pre-launch, new feature, dependency update, security incident, audit prep, routine)
  3. Any compliance requirements? (none, HIPAA, SOC2, PCI-DSS, GDPR, multiple) — auto-detect from codebase
  4. Specific concerns? (open-ended, optional)

3. Generate review plan

Categorize each applicable domain as CRITICAL (must run), RECOMMENDED (meaningful value), or OPTIONAL (nice to have), with estimated depth (quick / standard / thorough).

SEO vs GEO prioritization by product type:

Product type SEO GEO
Developer tools, API products, SaaS RECOMMENDED CRITICAL
E-commerce, local business, marketplace CRITICAL OPTIONAL
Content/media, documentation, blog CRITICAL CRITICAL
Internal tools — —

Present a decision matrix:

Review Priority Rationale Depth
security CRITICAL New auth feature + SaaS app thorough
privacy CRITICAL Handles user PII, GDPR applies standard
…

4. Execute

Ask: "Run all CRITICAL reviews now? [Y/n] Or pick specific ones."

For each selected domain, read references/<domain>.md and follow its five phases, applying references/report-format.md for scoring, severity, and output paths. Run domains sequentially; show a brief summary after each before moving on.

5. Unified report

After the selected domains complete, merge their per-domain reports into one, saved to shiplight/reports/review-{date}.md:

  • Overall readiness score (0–10) and per-domain scores
  • Top 5 findings across all domains, by severity
  • Regression test summary (total YAML tests generated, in shiplight/tests/)

Tips

  • Run /review before every major launch.
  • /review <domain> is the fast path when you already know what you need.
  • Reports accumulate in shiplight/reports/ — the orchestrator can show trends.
  • YAML regression tests from reviews accumulate in shiplight/tests/.

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