aibot88 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 OTEL enrichments: top slash commands (user vs model), per-effort cost, effort-vs-success correlation | ~/.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.
trends — Follow the 4-step process in Read("${CLAUDE_SKILL_DIR}/references/trends-analysis.md"): daily activity, model delegation, peak hours, all-time stats.
summary — Run all subcommands and present a unified view: total sessions, top 5 agents, top 5 skills, team activity, unique projects. If ~/.claude/otel/*.jsonl exists with non-empty content, append the three OTEL panels from otel-fields.md; otherwise omit them (do not render empty panels).
otel — Render the three CC 2.1.117 OTEL panels (top slash commands user-vs-model, per-effort cost breakdown, effort-vs-success correlation). See Read("${CLAUDE_SKILL_DIR}/references/otel-fields.md") for queries, graceful-fallback rules, and panel semantics. Falls back cleanly to "no OTEL data available (upgrade to CC ≥ 2.1.117)" when the files are absent or empty.
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 |
${CLAUDE_SKILL_DIR}/references/otel-fields.md |
CC 2.1.117 OTEL fields (command_name, command_source, effort), queries, and dashboard panels |
Important Notes
- All files are JSONL (newline-delimited JSON) format
- For large files (>50MB), use streaming
jqwithout-s— loadRead("${CLAUDE_SKILL_DIR}/rules/large-file-streaming.md") - Rotated files:
<name>.<YYYY-MM>.jsonl— include for historical queries teamfield only present during team/swarm sessionspidis a 12-char SHA256 hash — irreversible, for grouping only
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 analysisork:feedback- Capture user feedbackork:remember- Store project knowledgeork:doctor- Health check diagnostics