Shapes turns action-first: action leads, steps numbered, state restated. Use for ADHD-friendly output. Do not use to trim tokens; use response-compression.
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Implements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usage analytics, or cost tracking to a skill.
The English summary is being prepared. Showing the original description.
See how to installReview the instructions the agent will receive before you install.
Records individual call costs and usage events. For aggregate budget enforcement, use quota-management.
Session-aware logging infrastructure for tracking operations across plugins. Provides structured JSONL logging with automatic session management for audit trails and analytics.
Sessions group related operations:
{
"timestamp": "2025-12-05T10:30:00Z",
"session_id": "session_1733394600",
"service": "my-service",
"operation": "analyze_files",
"tokens": 5000,
"success": true,
"duration_seconds": 2.5,
"metadata": {}
}
Verification: Run the command with --help flag to verify availability.
from leyline.usage_logger import UsageLogger
logger = UsageLogger(service="my-service")
Verification: Run the command with --help flag to verify availability.
logger.log_usage(
operation="analyze_files",
tokens=5000,
success=True,
duration=2.5,
metadata={"files": 10},
)
Verification: Run the command with --help flag to verify availability.
# Recent operations
recent = logger.get_recent_operations(hours=24)
# Usage summary
summary = logger.get_usage_summary(days=7)
print(f"Total tokens: {summary['total_tokens']}")
print(f"Total cost: ${summary['estimated_cost']:.2f}")
# Recent errors
errors = logger.get_recent_errors(count=10)
Verification: Run the command with --help flag to verify availability.
# In your skill's frontmatter
dependencies: [leyline:usage-logging]
Verification: Run the command with --help flag to verify availability.
Standard integration flow:
Default location: ~/.claude/leyline/usage/{service}.jsonl
# View recent logs
tail -20 ~/.claude/leyline/usage/my-service.jsonl | jq .
# Query by date
grep "2025-12-05" ~/.claude/leyline/usage/my-service.jsonl
Verification: Run the command with --help flag to verify availability.
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Shapes turns action-first: action leads, steps numbered, state restated. Use for ADHD-friendly output. Do not use to trim tokens; use response-compression.
The English summary is being prepared. Showing the original description.
Inverts burden of proof for code additions. Use when reviewing PRs, planning refactors, or running unbloat to challenge every addition's necessity.
The English summary is being prepared. Showing the original description.
Tracks per-agent token usage and flags waste in parallel dispatch. Use when evaluating parallel agent efficiency or after a multi-agent run.
The English summary is being prepared. Showing the original description.
Coordinates Claude agent teams via filesystem protocol. Use when orchestrating parallel agents with task dependencies. Do not use for single-agent tasks.
The English summary is being prepared. Showing the original description.
Evaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.
The English summary is being prepared. Showing the original description.
Selects architecture paradigm via research before scaffolding. Use when architecture is undecided and the choice needs justification and documentation.
The English summary is being prepared. Showing the original description.