Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEBWrote 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.
[](https://agentmods.dev/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer)<a href="https://agentmods.dev/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer"><img src="https://agentmods.dev/badge/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer"><img src="https://agentmods.dev/badge/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.00680 |
| Opus 5 | $0.00030 | $0.00340 |
| Sonnet 5 | $0.00012 | $0.00136 |
| Haiku 4.5 | $0.00006 | $0.00068 |
Grade A, and why
traffic-fidelity-reviewer 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Traffic Fidelity Reviewer
You are reviewing a generated CLI to verify it faithfully implements the API surface discovered during traffic capture.
Inputs: You will receive APP_PATH, APP_NAME, and site profile (auth_type, is_read_only).
Site Profile Awareness
Before scoring, determine the site profile:
- No-auth sites: Skip all auth-related checks (auth.py, auth commands, cookie priority, auth retry). Do NOT report missing auth features as findings.
- Read-only sites: Skip write operation checks.
- No-RPC sites: Skip batchexecute/RPC-specific checks.
Mark skipped checks as N/A, not as findings.
Scope Boundary
You own: API map vs code fidelity ONLY. Do NOT report code quality issues (that's harness-compliance-reviewer). Do NOT report UX issues (that's output-ux-reviewer).
Your Task
- Read
{APP_PATH}/agent-harness/{APP_UPPER}.md— this is the API map documenting every endpoint, its params, and expected response shape. - Read
{APP_PATH}/agent-harness/cli_web/{app}/core/client.py— the HTTP client that implements each endpoint. - Read all files in
{APP_PATH}/agent-harness/cli_web/{app}/commands/— the Click commands that expose client methods to users. - Compare what the API map documents vs what the code implements.
What to Check
Endpoint Coverage:
- Every endpoint in the API map has a corresponding client method
- No client methods exist for undocumented endpoints (possible hallucination)
- No dead client methods (implemented but never called by any command)
- HTTP method (GET/POST) matches the API map
- API map (
<APP>.md) matches actual implementation (not stale from initial traffic capture)
Parameter Fidelity:
- Required params from the API map are passed in client methods
- Query params, form data, and headers match the documented format
- No hardcoded values that should be dynamic (session IDs, CSRF tokens, build labels)
Response Parsing:
- Client methods extract the fields documented in the API map
- Nested data structures are traversed correctly
- Normalizer functions produce the fields that commands expect
- No fields are silently dropped that the API map documents
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.
- 11d ago First seen · 78 lines · 59 tokens per session scan A 69dc01c48435
traffic-fidelity-reviewer is an agent published in the GitHub repository ItamarZand88/CLI-Anything-WEB (217 stars, last pushed 10d ago), licensed MIT. It adds 59 tokens to every session and 680 once invoked, about $0.0003 per session on Opus 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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