analytics

name	analytics
license	MIT
compatibility	Claude Code 2.1.183+.
author	OrchestKit
description	Queries local analytics across OrchestKit projects for agent usage, skill frequency, hook timing, team activity, session replay, cost estimation, and model delegation trends. Privacy-safe with hashed project IDs. Supports time-range filtering and comparative analysis. Use when reviewing performance, estimating costs, or understanding usage patterns.
argument-hint	[agents|models|skills|hooks|teams|session|cost|trends|summary]
context	inherit
version	2.1.0
tags	["analytics","metrics","usage","teams","agents","skills","hooks","data-visualization","dashboard","recharts","charts","widgets","session","cost","tokens","model-delegation"]
user-invocable	false
allowed-tools	["Bash","Read","Grep","Glob","AskUserQuestion"]
complexity	low
persuasion-type	collaborative
effort	low
model	haiku
metadata	{"category":"document-asset-creation"}

Cross-Project Analytics

Query local analytics data from ~/.claude/analytics/. All data is local-only, privacy-safe (hashed project IDs, no PII).

Subcommands

Parse the user's argument to determine which report to show. If no argument provided, use AskUserQuestion to let them pick.

Subcommand	Description	Data Source	Reference
agents	Top agents by frequency, duration, model breakdown	agent-usage.jsonl	${CLAUDE_SKILL_DIR}/references/jq-queries.md
models	Model delegation breakdown (opus/sonnet/haiku)	agent-usage.jsonl	${CLAUDE_SKILL_DIR}/references/jq-queries.md
skills	Top skills by invocation count	skill-usage.jsonl	${CLAUDE_SKILL_DIR}/references/jq-queries.md
hooks	Slowest hooks and failure rates	hook-timing.jsonl	${CLAUDE_SKILL_DIR}/references/jq-queries.md
teams	Team spawn counts, idle time, task completions	team-activity.jsonl	${CLAUDE_SKILL_DIR}/references/jq-queries.md
session	Replay a session timeline with tools, tokens, timing	CC session JSONL	${CLAUDE_SKILL_DIR}/references/session-replay.md
cost	Token cost estimation with cache savings	stats-cache.json	${CLAUDE_SKILL_DIR}/references/cost-estimation.md
trends	Daily activity, model delegation, peak hours	stats-cache.json	${CLAUDE_SKILL_DIR}/references/trends-analysis.md
summary	Unified view of all categories	All files	${CLAUDE_SKILL_DIR}/references/jq-queries.md
otel	CC 2.1.117 + 2.1.122 + 2.1.126 OTEL enrichments: top slash commands (user vs model), per-effort cost, effort-vs-success correlation, skill activation by trigger type, most-mentioned @ targets	~/.claude/otel/*.jsonl	${CLAUDE_SKILL_DIR}/references/otel-fields.md

Quick Start Example

# Top agents with model breakdown
jq -s 'group_by(.agent) | map({agent: .[0].agent, count: length}) | sort_by(-.count)' ~/.claude/analytics/agent-usage.jsonl

# All-time token costs
jq '.modelUsage | to_entries | map({model: .key, input: .value.inputTokens, output: .value.outputTokens})' ~/.claude/stats-cache.json

Quick Subcommand Guide

agents, models, skills, hooks, teams, summary — Run the jq query from Read("${CLAUDE_SKILL_DIR}/references/jq-queries.md") for the matching subcommand. Present results as a markdown table.

session — Follow the 4-step process in Read("${CLAUDE_SKILL_DIR}/references/session-replay.md"): locate session file, resolve reference (latest/partial/full ID), parse JSONL, present timeline.

cost — Apply model-specific pricing from Read("${CLAUDE_SKILL_DIR}/references/cost-estimation.md") to CC's stats-cache.json. Show per-model breakdown, totals, and cache savings. On CC >= 2.1.174, cross-check against CC-native /usage per-component attribution (see 'CC-Native /usage Attribution' below).

trends — Follow the 4-step process in Read("${CLAUDE_SKILL_DIR}/references/trends-analysis.md"): daily activity, model delegation, peak hours, all-time stats.

summary — Run all subcommands and present a unified view: total sessions, top 5 agents, top 5 skills, team activity, unique projects. If ~/.claude/otel/*.jsonl exists with non-empty content, append the three OTEL panels from otel-fields.md; otherwise omit them (do not render empty panels).

otel — Render the OTEL panels: 3 from CC 2.1.117 (top slash commands user-vs-model, per-effort cost, effort-vs-success correlation), 3 from CC 2.1.119 (oversized inputs, pre/post latency, see otel-fields.md), 1 from CC 2.1.122 (most-mentioned @ targets), and 1 from CC 2.1.126 (skill activation by trigger type). See Read("${CLAUDE_SKILL_DIR}/references/otel-fields.md") for queries, graceful-fallback rules, and panel semantics. Each panel falls back cleanly to "no OTEL data available (upgrade to CC ≥ X)" when its specific file is absent or empty — render only the panels with data.

Data Files

Load Read("${CLAUDE_SKILL_DIR}/references/data-locations.md") for complete data source documentation.

File	Contents
agent-usage.jsonl	Agent spawn events with model, duration, success
skill-usage.jsonl	Skill invocations
hook-timing.jsonl	Hook execution timing and failure rates
session-summary.jsonl	Session end summaries
task-usage.jsonl	Task completions
team-activity.jsonl	Team spawns and idle events

Rules

Each category has individual rule files in rules/ loaded on-demand:

Category	Rule	Impact	Key Pattern
Data Integrity	${CLAUDE_SKILL_DIR}/rules/data-privacy.md	CRITICAL	Hash project IDs, never log PII, local-only
Cost & Tokens	${CLAUDE_SKILL_DIR}/rules/cost-calculation.md	HIGH	Separate pricing per token type, cache savings
Performance	${CLAUDE_SKILL_DIR}/rules/large-file-streaming.md	HIGH	Streaming jq for >50MB, rotation-aware queries
Visualization	${CLAUDE_SKILL_DIR}/rules/visualization-recharts.md	HIGH	Recharts charts, ResponsiveContainer, tooltips
Visualization	${CLAUDE_SKILL_DIR}/rules/visualization-dashboards.md	HIGH	Dashboard grids, stat cards, widget registry

Total: 5 rules across 4 categories

References

Reference	Contents
${CLAUDE_SKILL_DIR}/references/jq-queries.md	Ready-to-run jq queries for all JSONL subcommands
${CLAUDE_SKILL_DIR}/references/session-replay.md	Session JSONL parsing, timeline extraction, presentation
${CLAUDE_SKILL_DIR}/references/cost-estimation.md	Pricing table, cost formula, daily cost queries
${CLAUDE_SKILL_DIR}/references/trends-analysis.md	Daily activity, model delegation, peak hours queries
${CLAUDE_SKILL_DIR}/references/data-locations.md	All data sources, file formats, CC session structure
${CLAUDE_SKILL_DIR}/references/otel-fields.md	CC 2.1.117 OTEL fields (command_name, command_source, effort), queries, and dashboard panels

Important Notes

• All files are JSONL (newline-delimited JSON) format
• For large files (>50MB), use streaming jq without -s — load Read("${CLAUDE_SKILL_DIR}/rules/large-file-streaming.md")
• Rotated files: <name>.<YYYY-MM>.jsonl — include for historical queries
• team field only present during team/swarm sessions
• pid is a 12-char SHA256 hash — irreversible, for grouping only

CC-Native /usage Attribution (2.1.174+)

CC 2.1.174 added per-component attribution to /usage: cache misses, long-context usage, subagent costs, and per-skill / per-agent / per-plugin / per-MCP cost breakdowns over the last 24h / 7d. It currently surfaces in the VSCode "Account & usage" dialog; in the terminal, run /usage.

When the user asks "which skill/agent actually costs the most" or questions ork's local estimates, direct them to /usage as the authoritative source — CC's own attribution supersedes ork's heuristic cost estimates for the windows it covers. Use ork's cost/otel views for history beyond CC's 7-day window and for cross-project slicing; use /usage for ground truth on the last 24h/7d.

Output Format

Present results as clean markdown tables. Include counts, percentages, and averages. If a file doesn't exist, note that no data has been collected yet for that category.

Related Skills

• ork:explore - Codebase exploration and analysis
• ork:feedback - Capture user feedback
• ork:remember - Store project knowledge
• ork:doctor - Health check diagnostics