Automated summary
A step-by-step guide for adding a new analytics report card to the ClaudeBar macOS app, following a parser → analyzer → report model → card flow with test-driven development.
Strengths
- Enforces a mandatory architecture-design phase with user approval before any code is written
- Maps each layer (Domain, Infrastructure, App, Integration) to a concrete file location
- Anchors the pattern on an existing reference implementation, the DailyUsage feature
- Splits the work into Red→Green TDD phases with a final all-tests-pass verification
Limitations
- Tightly coupled to ClaudeBar's Swift codebase and its conventions (glassmorphism cards, statsGrid)
- Relies on references/daily-usage-pattern.md being available to be fully actionable
- The card-view and integration phase does not specify a UI testing strategy
Use it when you need to add a report or analytics card to ClaudeBar that parses local data and displays period-over-period deltas.
Avoid it for unrelated SwiftUI work or features that do not fit the parse → aggregate → report → card pattern, such as live API-driven views.
Security analysis
SafeThe skill is pure documentation/guidance for adding a Swift UI report card to a local app. It declares no allowed-tools, contains no shell commands, network calls, destructive operations, or secret handling. It merely describes file locations and coding patterns.
No concerns found
How this analysis is madeExamples
Add a weekly cost breakdown card to ClaudeBar that reads ~/.claude/projects/*.jsonl and compares this week's spend against last week's, following the DailyUsage pattern.Create a model-breakdown report card that aggregates token usage per Claude model from local JSONL sessions and shows today vs yesterday deltas.Add a session stats card showing average session duration and session count today versus the previous day, wired into statsGrid.name: add-report description: > Guide for adding new report cards to ClaudeBar that analyze local data sources and display metrics with comparison deltas. Use this skill when: (1) Adding a new report/analytics card (e.g., weekly summary, model breakdown, session stats) (2) Creating data analysis features that read local files and display aggregated metrics (3) Adding comparison cards that show "today vs previous" style deltas (4) Building any feature that follows the DailyUsage pattern (parse → aggregate → report → card)
Add Report Card to ClaudeBar
Add new report cards that analyze local data sources, compute metrics with comparison deltas, and display them in the existing card UI style using TDD.
When to Use
This skill covers adding report-style features — cards that:
- Read and parse local data files (JSONL, JSON, CSV, etc.)
- Aggregate metrics (cost, tokens, time, counts)
- Compare periods (today vs yesterday, this week vs last week)
- Display results in glassmorphism cards matching the existing UI
Architecture Pattern
Every report feature follows this data flow:
Data Source → Parser → Analyzer → Report Model → UsageSnapshot → Card View
Mapped to the codebase layers:
| Layer | Location | What to Create |
|-------|----------|----------------|
| Domain | Sources/Domain/{Feature}/ | Rich models + @Mockable protocol |
| Infrastructure | Sources/Infrastructure/{Provider}/ | Parser + Analyzer implementation |
| App | Sources/App/Views/ | Card view(s) |
| Integration | Provider class + statsGrid | Wire analyzer → snapshot → UI |
Reference implementation: See
references/daily-usage-pattern.mdfor the complete DailyUsage feature as a working example of this pattern.
Workflow
Phase 0: Architecture Design (get user approval)
↓
Phase 1: Domain Models + Tests (TDD Red→Green)
↓
Phase 2: Infrastructure Parser + Analyzer + Tests
↓
Phase 3: Card View + Integration
↓
Phase 4: Verify all tests pass
Phase 0: Architecture Design (MANDATORY)
Before writing code, design the feature and get user approval.
Step 1: Define the Report
Answer these questions:
- What data source? (JSONL sessions, API response, local DB, etc.)
- What metrics? (cost, tokens, time, counts, etc.)
- What comparison period? (today vs yesterday, this week vs last, etc.)
- Which provider? (Claude, Codex, or generic across all?)
- How many cards? (one per metric, or a single combined card?)
Step 2: Create Architecture Diagram
Example: Adding a weekly cost breakdown report
┌─────────────────────────────────────────────────────────┐
│ Data Source Infrastructure Domain │
│ │
│ ~/.claude/ → WeeklyParser → WeeklyStat │
│ projects/ (reads JSONL) (per-day cost) │
│ *.jsonl │
│ WeeklyAnalyzer → WeeklyReport │
│ (aggregates by (this week vs │
│ week, implements last week) │
│ protocol) │
│ ↓ ↓ │
│ Provider.refresh() → UsageSnapshot │
│ .weeklyReport │
│ ↓ │
│ statsGrid() → WeeklyCardView │
└─────────────────────────────────────────────────────────┘
Step 3: Document Components
| Component | Purpose | Inputs | Outputs |
|-----------|---------|--------|---------|
| {Name}Stat | Single period's data | Raw aggregated values | Formatted strings, isEmpty |
| {Name}Report | Period comparison | Two Stats | Deltas, percentages, progress |
| {Name}Analyzing | Protocol | Date/config | Report |
| {Name}Analyzer | Implementation | File paths | Report |
| {Name}CardView | UI card | Report + metric | Glassmorphism card |
Step 4: Get User Approval
Use AskUserQuestion to confirm the design before proceeding.
Phase 1: Domain Models (TDD)
1a. Create the Stat Model
The stat model represents one period's aggregated data with rich formatting behavior.
Location: Sources/Domain/{Feature}/{Name}Stat.swift
Pattern to follow:
import Foundation
public struct {Name}Stat: Sendable, Equatable {
public let date: Date
// Add your metrics here
public let metricA: Decimal
public let metricB: Int
// Formatting — encapsulate in the model, not the view
public var formattedMetricA: String { /* currency, compact number, duration, etc. */ }
public var formattedMetricB: String { /* ... */ }
public var isEmpty: Bool { /* all zeros check */ }
public static func empty(for date: Date) -> Self { /* zero-valued instance */ }
}
Key rules:
- Use
Decimalfor monetary values (not Double — floating point errors) - Use
TimeIntervalfor durations - Use
Locale(identifier: "en_US")for currency formatting (noten_US_POSIXwhich adds a space) - All formatting lives in the model — views just read formatted strings
isEmptyuses&&(all zeros = empty), not||
1b. Create the Report Model
The report model compares two periods and computes deltas.
Location: Sources/Domain/{Feature}/{Name}Report.swift
Pattern to follow:
public struct {Name}Report: Sendable, Equatable {
public let current: {Name}Stat // e.g., today, this week
public let previous: {Name}Stat // e.g., yesterday, last week
// Delta calculations
public var metricADelta: Decimal { current.metricA - previous.metricA }
public var metricAChangePercent: Double? {
guard previous.metricA > 0 else { return nil } // nil when previous is zero
// ...
}
// Formatted deltas with sign: "+$5.00", "-1.2M"
public var formattedMetricADelta: String { /* ... */ }
// Progress for bar display (0-1 ratio of current vs total)
public var metricAProgress: Double {
let total = /* current + previous */
guard total > 0 else { return 0 }
return current / total
}
}
Key rules:
- Change percent returns
nilwhen previous is zero (avoid division by zero) - Formatted deltas always include sign (
+or-) - Progress is
current / (current + previous), clamped to 0-1 - Use
abs()for formatted values, prepend sign separately
1c. Create the Protocol
Location: Sources/Domain/{Feature}/{Name}Analyzing.swift
import Mockable
@Mockable
public protocol {Name}Analyzing: Sendable {
func analyze() async throws -> {Name}Report
}
1d. Write Tests First
Location: Tests/DomainTests/{Feature}/
Create two test files following Chicago School TDD (test state, not interactions):
{Name}StatTests.swift— Test formatting, isEmpty, edge cases{Name}ReportTests.swift— Test deltas, percentages, nil cases, progress
import Foundation
import Testing
@testable import Domain
@Suite
struct {Name}StatTests {
@Test func `formats metric as expected`() {
let stat = {Name}Stat(date: Date(), metricA: 14.26, ...)
#expect(stat.formattedMetricA == "$14.26")
}
// ...
}
After writing tests → implement the models → run tests → all green.
Phase 2: Infrastructure (TDD)
2a. Create the Parser (if reading files)
If the report reads local files (JSONL, JSON, CSV), create a parser.
Location: Sources/Infrastructure/{Provider}/{Name}Parser.swift
Pattern: Parser is a struct (not protocol) since it's a pure data transformation.
struct {Name}Parser {
func parse(fileURL: URL) throws -> [{Name}Record] { /* ... */ }
func parse(content: String) -> [{Name}Record] { /* for testing */ }
}
2b. Create the Analyzer
Location: Sources/Infrastructure/{Provider}/{Provider}{Name}Analyzer.swift
The analyzer implements the domain protocol and orchestrates:
- Find relevant files (filter by modification date for performance)
- Parse files into records
- Partition records by time period
- Aggregate into stat models
- Return report
Performance rule: Only scan files modified within the relevant time window. With 2000+ JSONL files, scanning all of them is too slow.
public struct {Provider}{Name}Analyzer: {Name}Analyzing, Sendable {
public func analyze() async throws -> {Name}Report {
let files = findRecentFiles(since: periodStart) // Performance!
// parse → partition → aggregate → return
}
}
2c. Write Infrastructure Tests
Location: Tests/InfrastructureTests/{Provider}/
- Parser tests: valid input, missing fields, malformed data, timestamps
- Analyzer tests: use temp directories with JSONL content, test date partitioning
Phase 3: Card View + Integration
3a. Create the Card View
Location: Sources/App/Views/{Name}CardView.swift
The card must match the existing glassmorphism style. Use WrappedStatCard as the reference:
struct {Name}CardView: View {
let metric: {Name}Metric // enum for each displayable metric
let report: {Name}Report
let delay: Double // for cascading entrance animation
@Environment(\.appTheme) private var theme
var body: some View {
VStack(alignment: .leading, spacing: 6) {
// 1. Header: icon + LABEL (uppercased)
// 2. Large value (e.g., "$14.26" or "19.5M")
// 3. Progress bar (animated)
// 4. Delta comparison line (e.g., "Vs Mar 10 -$27.47 (4.9%)")
}
.padding(12)
.background(/* theme.cardGradient + theme.glassBorder stroke */)
.scaleEffect(isHovering ? 1.015 : 1.0)
.onHover { isHovering = $0 }
}
}
Card styling checklist:
.padding(12)on the VStacktheme.cardGradientfill +theme.glassBorderstroke (1pt)theme.cardCornerRadiusfor cornerstheme.fontDesignon all texttheme.textPrimary/theme.textSecondary/theme.textTertiaryfor text hierarchytheme.progressTrackfor bar background- Hover scale effect (1.015)
- Animated progress bar with
delayparameter
3b. Add to UsageSnapshot
Add an optional field for the report:
// In Sources/Domain/Provider/UsageSnapshot.swift
public let {name}Report: {Name}Report?
// Add to init with default nil
3c. Wire into Provider
Inject the analyzer into the provider that owns this data:
// In the provider's init:
private let {name}Analyzer: (any {Name}Analyzing)?
// In refresh():
snapshot = await attach{Name}Report(to: newSnapshot)
// Helper method:
private func attach{Name}Report(to snapshot: UsageSnapshot) async -> UsageSnapshot {
guard let analyzer = {name}Analyzer,
let report = try? await analyzer.analyze(),
!report.current.isEmpty else { return snapshot }
return UsageSnapshot(/* copy all fields, add report */)
}
3d. Render in statsGrid
Add to MenuContentView.statsGrid(snapshot:):
if let report = snapshot.{name}Report {
let baseDelay = Double(snapshot.quotas.count + 1) * 0.08
// Render card(s) in LazyVGrid or standalone
}
3e. Register in ClaudeBarApp
Pass the analyzer when creating the provider:
{Provider}Provider(
probe: ...,
settingsRepository: settingsRepository,
{name}Analyzer: {Provider}{Name}Analyzer()
)
Phase 4: Verify
tuist generate- Run all tests:
xcodebuild test -scheme ClaudeBar-Workspace ... - Build the app and verify the cards appear
- Check logs for analyzer output
Checklist
Phase 0: Architecture
- [ ] Define data source, metrics, comparison period, provider
- [ ] Create architecture diagram
- [ ] Get user approval
Phase 1: Domain (TDD)
- [ ] Write
{Name}StatTests(formatting, isEmpty, edge cases) - [ ] Implement
{Name}Stat— make tests green - [ ] Write
{Name}ReportTests(deltas, percentages, progress) - [ ] Implement
{Name}Report— make tests green - [ ] Create
{Name}Analyzingprotocol with@Mockable
Phase 2: Infrastructure (TDD)
- [ ] Write parser tests (valid input, missing fields, malformed data)
- [ ] Implement parser — make tests green
- [ ] Write analyzer tests (temp dirs, date partitioning)
- [ ] Implement analyzer with file modification date filtering
- [ ] Run all infrastructure tests green
Phase 3: Integration
- [ ] Create
{Name}CardViewmatching glassmorphism style - [ ] Add
{name}Reportfield toUsageSnapshot - [ ] Wire analyzer into provider's
refresh()viaattach{Name}Report - [ ] Render cards in
statsGrid - [ ] Register analyzer in
ClaudeBarApp
Phase 4: Verify
- [ ]
tuist generatesucceeds - [ ] All tests pass
- [ ] App builds and cards render correctly
- [ ] Logs show analyzer activity
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