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cost-tracking

affaan-m/ecc

Track Claude Code token usage, spending, and budgets from local metrics logs.

What is cost-tracking?

Analyzes the ECC cost-tracker metrics log to report token usage, spending, and budgets by model, session, or date. Use this when users ask about costs, spending, token counts, budgets, or cost breakdowns.

  • Read cumulative cost snapshots from ~/.claude/metrics/costs.jsonl
  • Report total spend, today's spend, and yesterday's spend
  • Break down costs by model and session
  • Export session-level cost details and CSV data
  • Verify the metrics log exists before querying

How to install cost-tracking

npx skills add null --skill cost-tracking
Prerequisites
  • ECC cost-tracker hook enabled and running
  • At least one completed Claude Code session (populates the log)
  • Node.js available in the environment
Claude Code
Cursor
Windsurf
Cline

How to use cost-tracking

  1. 1.Verify the cost log exists at ~/.claude/metrics/costs.jsonl
  2. 2.Run the provided Node.js script to parse the JSONL metrics file
  3. 3.Reduce rows to the latest snapshot per session_id to avoid double-counting
  4. 4.Use estimated_cost_usd field instead of hand-calculating from token counts
  5. 5.Format and present today's spend, yesterday's spend, total spend, and by-model breakdown

Use cases

Good for
  • User asks 'how much have I spent?' or 'what did this session cost?'
  • Generate a cost breakdown by model for the last 7 days
  • Check token usage and spending limits to stay within budget
  • Export cost history as CSV for accounting or analysis
  • Compare spending across different Claude models
Who it's for
  • Claude Code users tracking development costs
  • Teams managing AI tool budgets and spending limits
  • Developers optimizing model selection by cost
  • Users monitoring token consumption over time

cost-tracking FAQ

Why do I see duplicate costs when I sum all rows?

The metrics log stores cumulative snapshots per session. You must reduce to the latest row per session_id before summing, otherwise you count the same session multiple times.

Should I calculate costs from token counts myself?

No. Always use the estimated_cost_usd field in the log. Model and cache prices change over time, and the tracker is the authoritative source.

What if the cost log doesn't exist?

Cost tracking populates only after the first session ends with the stop:cost-tracker hook enabled. If the log is missing, tell the user to complete a session first.

Can I export costs as CSV?

Yes. Iterate the latest snapshot set and format the fields you need (session_id, model, input_tokens, output_tokens, estimated_cost_usd, timestamp) as CSV rows.

How do I break down costs by date?

Extract the date portion (YYYY-MM-DD) from each row's timestamp, group the latest snapshots by date, and sum estimated_cost_usd per date.

Full instructions (SKILL.md)

Source of truth, from affaan-m/ecc.


name: cost-tracking description: Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by model, session, or date. metadata: origin: community

Cost Tracking

Use this skill to analyze Claude Code cost and usage history from the metrics log that ECC's stop:cost-tracker hook writes.

Where the data lives

The tracker appends one JSON object per session-stop to ~/.claude/metrics/costs.jsonl. Each row is a cumulative snapshot for that session, so to total spend you take the latest row per session_id and sum across sessions — summing every row multiply-counts.

Row schema:

FieldMeaning
timestampISO timestamp of the snapshot
session_idClaude Code session identifier
transcript_pathPath to the session transcript
modelModel used
input_tokens / output_tokensToken counts
cache_write_tokens / cache_read_tokensPrompt-cache token counts
estimated_cost_usdPrecomputed cumulative cost in USD for the session

Prefer estimated_cost_usd over hand-calculating pricing — model and cache prices change, and the tracker is the source of truth.

When to Use

  • The user asks "how much have I spent?", "what did this session cost?", or "what is my token usage?"
  • The user mentions budgets, spending limits, overruns, or cost controls.
  • The user wants a cost breakdown by model, session, or date, or a CSV export.

How It Works

First verify the log exists (use node, not sqlite3 — the tracker writes JSONL, and node is cross-platform):

node -e 'const fs=require("fs"),os=require("os"),p=require("path");const f=p.join(os.homedir(),".claude","metrics","costs.jsonl");console.log(fs.existsSync(f)?"cost log found":"cost log not found: "+f)'

If the log is missing, do not fabricate usage data. Tell the user that cost tracking populates after the first session ends with the stop:cost-tracker hook enabled.

Example — summary, by model, last 7 days

node -e '
const fs=require("fs"),os=require("os"),path=require("path");
const f=path.join(os.homedir(),".claude","metrics","costs.jsonl");
if(!fs.existsSync(f)){console.log("cost log not found: "+f);process.exit(0);}
const rows=fs.readFileSync(f,"utf8").split(/\r?\n/).filter(Boolean).map(l=>{try{return JSON.parse(l)}catch{return null}}).filter(Boolean);
const bySession=new Map();
for(const r of rows){const k=r.session_id||r.transcript_path||r.timestamp;const p=bySession.get(k);if(!p||String(r.timestamp)>String(p.timestamp))bySession.set(k,r);}
const latest=[...bySession.values()];
const cost=r=>Number(r.estimated_cost_usd)||0, day=r=>String(r.timestamp||"").slice(0,10), sum=a=>a.reduce((s,r)=>s+cost(r),0), f4=n=>"$"+n.toFixed(4);
const today=new Date().toISOString().slice(0,10), yest=new Date(Date.now()-864e5).toISOString().slice(0,10);
console.log("today: "+f4(sum(latest.filter(r=>day(r)===today)))+" | yesterday: "+f4(sum(latest.filter(r=>day(r)===yest)))+" | total: "+f4(sum(latest))+" ("+latest.length+" sessions)");
const m=new Map();for(const r of latest){const k=r.model||"(unknown)";m.set(k,(m.get(k)||0)+cost(r));}
console.log("by model:");[...m.entries()].sort((a,b)=>b[1]-a[1]).forEach(([k,v])=>console.log("  "+f4(v)+"  "+k));
'

For a session drilldown or CSV export, iterate the same latest set (or the raw rows for CSV) and print the fields you need.

Reporting Guidance

When presenting cost data, include today's spend vs yesterday, total across all sessions, a by-model breakdown, and session count. Format sub-dollar amounts with four decimals, larger amounts with two.

Anti-Patterns

  • Do not sum every row — they are cumulative per session; reduce to the latest row per session_id first.
  • Do not estimate costs from raw token counts when estimated_cost_usd is present.
  • Do not assume the log exists without checking.
  • Do not hard-code current model pricing in user-facing answers.
  • Do not recommend installing unreviewed hooks or plugins that execute arbitrary code.

Related

  • /cost-report - Command-form report over the same metrics log.
  • cost-aware-llm-pipeline - Model-routing and budget-design patterns.
  • token-budget-advisor - Context and token-budget planning.
  • strategic-compact - Context compaction to reduce repeated token spend.