Static analysis for the file you already wrote.

ccmd does not run your agent. It reads your config file, scores it against a transparent rubric, and tells you which lines are silently bloating your context. The instant token math runs in your browser the moment you paste; the line-by-line rewrite runs on our Opus 4.7 endpoint, which is logged with an IP hash so we can keep the rubric honest. No signup to run it.

1. 01

   Detect the file type

   We sniff for CLAUDE.md, AGENTS.md, .cursorrules, or .grokrules from the header tokens, language markers, and structural shape. The same rubric runs against all four. You do not pick a mode.

2. 02

   Token math, in your browser

   The moment you paste, ccmd counts tokens with the cl100k_base encoder (a close approximation of Claude tokenization, within ~5% on prose and code), per line, and projects the dollar cost of re-sending the file across a 30-turn session at Opus 4.7 input rates ($15 per million tokens). This pass is pure client-side JavaScript: no network call, no upload.

3. 03

   Karpathy 4-rule scorecard

   Four rules distilled from Andrej Karpathy by Forrest Chang: Think-Before-Coding, Simplicity-First, Surgical-Changes, Goal-Driven-Execution. A fast heuristic flags which ones your file already satisfies; the Opus pass refines that read. Community measurement: a 41% → 11% mistake-rate drop when the file covers all four.

   The four rules in full →
4. 04

   Structural lints, per line

   A per-line scan for token bloat (lines over 28 words), vague terms (appropriate, properly, carefully), aspirational rules (always / never with no escape clause), missing-why prohibitions, exact duplicates, contradictions, and cache-busting timestamps near the top of the file. Each hit becomes an anchored callout on the line it fired.

5. 05

   Opus rewrite, streamed as a marked-up diff

   Your file is sent to our Opus 4.7 endpoint and a rewrite streams back inline over your original: cuts struck through, rewrites in accent, each finding a callout tagged with severity and the rule it breaks. We log the upload and the rewrite with an IP hash so we can keep the rubric honest; reply "remove" to any email and we delete the record. No signup to run it.

6. 06

   Take the result with you

   The sticky footer emails you the cleaned file. The paid tier adds continuous drift monitoring via GitHub webhook, a weekly drift email with a real diff and a token-savings number, PR diff comments on every CLAUDE.md change, and per-engineer Agent SDK cost attribution for teams.