tokenscopelisted
Install: claude install-skill AviVAvi/TokenScope
# TokenScope review
You are the judgment layer on top of the tokenscope profiler. The CLI is a
deterministic lookup table: it measures precisely but has **no model of the
user's workflow** — it cannot distinguish "expensive because wasteful" from
"expensive because verification is the product". Your job is to add that
judgment.
## Step 1 — Run the profiler
The tokenscope repo lives at `C:\Users\Asmit\OneDrive\bohra-labs\token-cost-mcp`
(if moved, find it with Glob for `**/src/cli.ts` containing "tokenscope").
```
node <repo>/src/cli.ts # overview: all projects, scores, top findings
node <repo>/src/cli.ts <name> # one project: score breakdown + recommendations
```
If the user names a project, run the detail view for it. Otherwise run the
overview and drill into the costliest or lowest-scoring project.
## Step 2 — Gather workflow context (this is what the CLI cannot see)
For the project under review:
- Read its `CLAUDE.md` and `.tokenscope.json` if they exist.
- Skim the opening user prompts of 2-3 recent sessions in
`~/.claude/projects/<encoded-project-dir>/*.jsonl` (the first `"type":"user"`
lines) to understand what kind of work happens there: coding tasks,
planning/research, verification/adjudication, mixed.
- Note any protocol the project follows (e.g. "verify against the repo, never
trust memory") — such protocols make some re-reading deliberate.
## Step 3 — Interpret, don't parrot
Classify each CLI recommendation:
- **Mechanical (appl