goccc: Instructions file for Claude Code

CLAUDE.md

goccc CLAUDE.md is an instructions file for Claude Code from backstabslash/goccc. It costs 1,500 tokens per session, scanned A, original, MIT.

Repository instructions for goccc, a Go command-line tool that reads Claude Code's JSONL session logs and calculates API costs.

In plain words
What is it for?
Use them when building, testing, reviewing, or extending goccc, especially code that parses model usage, cache data, subagent logs, or request duplicates.
Why use it?
They give contributors the commands, log rules, and checks needed to change the tool without misreading its data or skipping verification.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: reads .claude/ paths; mentions subagents; mentions Claude Code.

This is backstabslash/goccc's own configuration. It tells Claude Code how to work on goccc itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything goccc configures →

Reuse

Borrowing it

Nothing to install: this file belongs to backstabslash/goccc. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/backstabslash/goccc/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/backstabslash/goccc

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Per session 1,500 This file is loaded in full into every session.
When invoked 1,500 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.01500 $0.01500
Opus 5.5 $0.00600 $0.00600
Sonnet 5.5 $0.00300 $0.00300
Haiku 4.5 $0.00150 $0.00150

Measured 17d ago against content hash 90173fe41bf2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

goccc CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 17d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 58 lines

How it starts

The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.

goccc

CLI tool that parses Claude Code JSONL logs from ~/.claude/projects/ and calculates API usage costs by model, day, project, and branch.

Stack

Go 1.26, stdlib only (zero external deps), GoReleaser for cross-platform builds

Commands

go build -o goccc .          # Build binary
go test ./...                # Run all tests
go vet ./...                 # Static analysis
go run . -days 7 -all        # Dev: run with flags directly

Verification

Run before every commit:

make check

JSONL Log Format

Claude Code stores logs at ~/.claude/projects/<project-slug>/. Sessions are <uuid>.jsonl with subagents in <uuid>/subagents/agent-<id>.jsonl. Workflow-spawned agents nest deeper, under <uuid>/subagents/workflows/wf_*/agent-<id>.jsonl.

  • Only type: "assistant" entries carry message.model and message.usage — skip all others
  • output_tokens already includes thinking tokens — no separate counter
  • cache_creation sub-object breaks down 5m/1h tiers; cache_creation_input_tokens is the flat total (fallback for older logs)
  • One API call produces multiple entries sharing the same requestId — dedup by keeping the last entry seen (file order, no output_tokens comparison)
  • model: "<synthetic>" + isApiErrorMessage: true are rate-limit placeholders — filter out to avoid inflating counts

Conventions

  • Flat package — all code in package main, one concern per file
  • Externalized pricing — all pricing lives in pricing.json (embedded via //go:embed, remote-cached 6h; a log naming a Claude model or fast tier the table lacks refetches early). The fetch runs as a detached goccc -refresh-pricing process so nothing waits on the network; a .attempt stamp written before it throttles every fetch, failed ones included, to once per 15m. Adding a model or adjusting pricing = edit pricing.json only, no code changes. Cache fields are optional — fillCacheDefaults() derives from input price (0.1x read); Fable 5.1 / Mythos 5.1 read cache at 0.025x, so their cache_read is set explicitly. Fast mode pricing lives in fast_models map — same structure as models, resolved when usage.speed == "fast"
  • Pricing resolution — exact model ID → longest family prefix → defaultPricing. A Vertex @date stamp is dropped first. Version-first legacy IDs (claude-3-5-haiku-…) reach their modern-style keys through claude-3-* family prefixes
  • Display names — shortModel() derives them from the model ID (claude-opus-5-5-20260101 → "Opus 5.5"), so new models need no entry. display_names in pricing.json is only read by releases before this change; keep it for them, don't extend it
  • Time-based pricing — a model's base price applies from the beginning of time; an optional schedule: [{ "from": "YYYY-MM-DD", ...prices }] adds dated overrides, and cost uses the entry with the greatest from ≤ the message timestamp. An entry is a diff over the base: omitted primaries (input/output, long-ctx) inherit the base — so a base bump keeps the long-context tier — but omitted cache tiers re-derive from the entry's own input, not the base's cache. from is midnight UTC, a billing boundary independent of the -utc display flag
  • Billing modifiers from usage — inference_geo == "us" multiplies token cost by inference_geo_multipliers from pricing.json (1.1x; searches excluded). usage.iterations is folded by foldIterations() in the parser: each counter becomes the max of the top level and the sum across iterations, so a top level that only reports the last pass can't undercount. service_tier is read but not priced — Priority Tier is a capacity commitment, not a per-token rate
  • Fast mode bucketing — parser appends :fast suffix to model key when speed == "fast", creating separate buckets. shortModel() and resolvePricing() strip the suffix for display/lookup. The statusline's model.id may also carry a context alias (claude-opus-5[1m]) — shortModel() strips it and never shows it
  • Local timezone everywhere — day bucketing/cutoffs use parseLocation (defaults to time.Local). Never UTC() for user-facing dates. The -utc flag is the one sanctioned opt-in: it sets parseLocation = time.UTC to match Anthropic API reporting
  • MCP detection is best-effort — returns nil/empty on error; statusline never fails due to missing config
  • Config — ~/.goccc.json stores currency, thresholds, and statusline config. initConfig() loads once. JSON output costs always in USD
  • Session end hook — writes to /dev/tty (bypasses Claude Code's stderr capture), falls back to stderr on Windows. Silently exits on any error
  • Statusline segments — registry in statusline_config.go. Segments with no data auto-hide. "|" forces line break
  • Powerline & pet — powerline.go reads the plain style's red/yellow value colors: by default (alert_style: "block") the whole block takes the warn/alert color, with "text" just the value does, and "none" drops them. pet.go reads per-session state written by the -pet-state hook into the user cache dir (goccc/sessions/, never shared /tmp), which -session-end removes and a new session sweeps after 24h. Interrupts fire no hook, so the transcript tail is checked for Claude Code's interrupt text block

Read the full file on GitHub · 58 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 17d ago Changed · +2 lines · +311 tokens per session 90173fe41bf2
  2. 1mo ago Changed · +1 lines · +205 tokens per session 028d3f76d060
  3. 1mo ago First seen · 55 lines · 984 tokens per session scan A ff30468a1980

Subscribe to this mod's changes

goccc CLAUDE.md is an instructions file published in the GitHub repository backstabslash/goccc (35 stars, last pushed 17d ago), licensed MIT. It adds 1,500 tokens to every session, about $0.0060 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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