adr-architecture
Documents significant architectural and technical decisions with full context, alternatives considered, trade-offs analyzed, and consequences understood. Creates a decision trail that helps teams understand why decisions were made. Use when choosing between technology options, making infrastructure decisions, establishing standards, migrating systems, or when user mentions ADR, architecture decision, technical decision record, or decision documentation.
What this skill does
# Architecture Decision Records (ADR)
## Table of Contents
- [Workflow](#workflow)
- [1. Understand the Decision](#1--understand-the-decision)
- [2. Choose ADR Template](#2--choose-adr-template)
- [3. Document the Decision](#3--document-the-decision)
- [4. Validate Quality](#4--validate-quality)
- [5. Deliver and File](#5--deliver-and-file)
- [Common Patterns](#common-patterns)
- [Guardrails](#guardrails)
- [Quick Reference](#quick-reference)
Each ADR captures: Context (what situation necessitates this decision), Decision (what we're choosing), Alternatives (other options considered), Consequences (trade-offs and implications), and Status (proposed, accepted, deprecated, superseded).
**Quick Example:**
```markdown
# ADR-042: Use PostgreSQL for Primary Database
**Status:** Accepted
**Date:** 2024-01-15
**Deciders:** Backend team, CTO
## Context
Need to select primary database for new microservices platform.
Requirements: ACID transactions, complex queries, 10k+ QPS at launch.
## Decision
Use PostgreSQL 15+ as primary relational database.
## Alternatives Considered
- MySQL: Weaker JSON support, less robust constraint handling
- MongoDB: No ACID across documents, eventual consistency issues
- CockroachDB: Excellent but adds operational complexity we can't support yet
## Consequences
✓ Strong consistency and data integrity
✓ Excellent JSON support for semi-structured data
✓ Team has deep PostgreSQL experience
✗ Vertical scaling limits (will need read replicas at 50k+ QPS)
✗ More complex to shard than DynamoDB if we need it
```
## Workflow
Copy this checklist and track your progress:
```
ADR Progress:
- [ ] Step 1: Understand the decision
- [ ] Step 2: Choose ADR template
- [ ] Step 3: Document the decision
- [ ] Step 4: Validate quality
- [ ] Step 5: Deliver and file
```
**Step 1: Understand the decision**
Gather decision context: what decision needs to be made, why now, who decides, constraints (budget, timeline, skills, compliance), requirements (functional, non-functional, business), and scope (one service vs organization-wide). This ensures the ADR addresses the right problem.
**Step 2: Choose ADR template**
For technology selection (frameworks, libraries, databases) → Use `resources/template.md`. For complex architectural decisions with multiple interdependent choices → Study `resources/methodology.md`. To see examples → Review `resources/examples/` (database-selection.md, microservices-migration.md, api-versioning.md).
**Step 3: Document the decision**
Create `adr-{number}-{short-title}.md` with: clear title, metadata (status, date, deciders), context (situation and requirements), decision (specific and actionable), alternatives considered (with pros/cons), consequences (trade-offs, risks, benefits), implementation notes if relevant, and links to related ADRs. See [Common Patterns](#common-patterns) for decision-type specific guidance.
**Step 4: Validate quality**
Self-check using `resources/evaluators/rubric_adr_architecture.json`. Verify: context explains WHY, decision is specific and actionable, 2-3+ alternatives documented with trade-offs, consequences include benefits AND drawbacks, technical details accurate, understandable to unfamiliar readers, honest about downsides. Minimum standard: Score ≥ 3.5 (aim for 4.5+ if controversial/high-impact).
**Step 5: Deliver and file**
Present the completed ADR file, highlight key trade-offs identified, suggest ADR numbering if not provided, recommend review process for high-stakes decisions, and note any follow-up decisions needed. Filing convention: Store ADRs in `docs/adr/` or `architecture/decisions/` directory with sequential numbering.
## Common Patterns
**For technology selection:**
- Focus on technical capabilities vs requirements
- Include performance benchmarks if available
- Document team expertise level
- Consider operational complexity
**For architectural changes:**
- Include migration strategy in consequences
- Document backward compatibility impact
- Consider team velocity impact during transition
- Note monitoring and rollback plans
**For standards and conventions:**
- Include examples of the standard in practice
- Document exceptions or escape hatches
- Consider enforcement mechanisms
- Note educational/onboarding implications
**For deprecations:**
- Set status to "Deprecated" or "Superseded"
- Link to superseding ADR
- Document sunset timeline
- Include migration guide
## Guardrails
**Do:**
- Be honest about trade-offs (every choice has downsides)
- Write for future readers who lack current context
- Include specific technical details (versions, configurations)
- Acknowledge uncertainty and risks
- Keep ADRs immutable (status changes, but content doesn't)
- Write one ADR per decision (focused scope)
**Don't:**
- Make decisions sound better than they are
- Omit alternatives that were seriously considered
- Use jargon without explanation
- Write vague consequences ("might improve performance")
- Revisit/edit old ADRs (write new superseding ADR instead)
- Combine multiple independent decisions in one ADR
## Quick Reference
- **Standard template**: `resources/template.md`
- **Complex decisions**: `resources/methodology.md`
- **Examples**: `resources/examples/database-selection.md`, `resources/examples/microservices-migration.md`, `resources/examples/api-versioning.md`
- **Quality rubric**: `resources/evaluators/rubric_adr_architecture.json`
**ADR Naming Convention**: `adr-{number}-{short-kebab-case-title}.md`
- Example: `adr-042-use-postgresql-for-primary-database.md`
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.