traffic-fidelity-reviewer

traffic-fidelity-reviewer is an agent for Claude Code from ItamarZand88/CLI-Anything-WEB. It costs 59 tokens per session (680 once invoked), scanned A, original, MIT.

A review agent that compares a CLI implementation with its documented API map. It checks whether endpoints, parameters, responses, and client methods match the web traffic and documentation the CLI is based on.

In plain words
What is it for?
Use it during standards review to assess API coverage and fidelity by examining the API map, client code, and command files.
Why use it?
It finds missing commands, incorrect parameters, inaccurate response parsing, unused methods, and outdated API documentation.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the cli-anything-web plugin — 6 skills, 6 commands, 4 agents, 1 MCP server shipped together

Good fit Use it during standards review to assess API coverage and fidelity by examining the API map, client code, and command files.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer
Install

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.

Clone the repo
git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB

Made for: Claude Code.

Or install cli-anything-web, the plugin that ships this one along with the rest of its 6 skills, 6 commands, 4 agents, 1 MCP server.

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.

agentmods badge for traffic-fidelity-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer/github.svg)](https://agentmods.dev/agents/itamarzand88/cli-anything-web/traffic-fidelity-reviewer)
Your own site
<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.

agentmods 80×15 button for traffic-fidelity-reviewer

Your own site · 80×15
<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>
Per session 59 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 680 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00059 $0.00680
Opus 5 $0.00030 $0.00340
Sonnet 5 $0.00012 $0.00136
Haiku 4.5 $0.00006 $0.00068

Measured 11d ago against content hash 69dc01c48435, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

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.

cli-anything-web-plugin/agents/traffic-fidelity-reviewer.md · 78 lines

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

  1. Read {APP_PATH}/agent-harness/{APP_UPPER}.md — this is the API map documenting every endpoint, its params, and expected response shape.
  2. Read {APP_PATH}/agent-harness/cli_web/{app}/core/client.py — the HTTP client that implements each endpoint.
  3. Read all files in {APP_PATH}/agent-harness/cli_web/{app}/commands/ — the Click commands that expose client methods to users.
  4. 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

Read the full file on GitHub · 78 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. 11d ago First seen · 78 lines · 59 tokens per session scan A 69dc01c48435

Subscribe to this mod's changes

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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