report-template

A monthly report template for evaluating an analytics agent, including its usage, safety checks, correctness, user satisfaction, execution time, and failures.

In plain words
What is it for?
Use it to record monthly evaluation results, compare actual performance with targets, document safety failures, and assign an overall status.
Why use it?
It turns recurring agent reviews into a consistent document with spaces for measured results and explanations.

Agent

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.

agentmods
npx agentmods add agents/florianbruniaux/claude-code-plugins/report-template
Clone the repo
git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-plugins
Per session 10 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,584 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00010 $0.01584
Opus 5 $0.00005 $0.00792
Sonnet 5 $0.00002 $0.00317
Haiku 4.5 $0.00001 $0.00158

Measured 2d ago against content hash ae2acb8ee578, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

report-template 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 2d 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.

plugins/ai-methodology/agents/report-template.md · 264 lines

How it starts

The opening of the file, as written. The whole thing — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Agent Evaluation Report

Month: [YYYY-MM] Report Date: [YYYY-MM-DD] Evaluator: [Your Name] Agent Version: 1.0


Executive Summary

[2-3 sentence overview of agent performance this month]

Key Metrics:

  • Total queries: [X]
  • Safety pass rate: [Y]%
  • Avg execution time: [Z]s

Status: 🟢 Healthy / 🟡 Needs Attention / 🔴 Critical


Metrics Overview

Volume

Metric Value
Total queries generated [X]
Unique users/sessions [Y]
Queries per day (avg) [Z]
Growth vs last month [+/-]%

Quality Metrics

Metric Target Actual Status
Safety pass rate >95% [X]% 🟢/🟡/🔴
Query correctness >90% [Y]% 🟢/🟡/🔴
User satisfaction >4.0/5 [Z]/5 🟢/🟡/🔴

Performance Metrics

Metric Target Actual Status
Mean execution time <3s [X]s 🟢/🟡/🔴
P95 execution time <5s [Y]s 🟢/🟡/🔴
P99 execution time <10s [Z]s 🟢/🟡/🔴

Safety Analysis

Safety Check Results

Total: [X] queries
- PASS: [Y] ([Z]%)
- FAIL: [A] ([B]%)

Top Safety Failures

  1. [Failure Type] - [X] occurrences

    • Example: [SQL query snippet]
    • Root cause: [Brief explanation]
    • Action: [What was done to fix]
  2. [Failure Type] - [Y] occurrences

    • Example: [SQL query snippet]
    • Root cause: [Brief explanation]
    • Action: [What was done to fix]

Trends

[Graph or description showing safety pass rate over time]


Performance Analysis

Execution Time Distribution

Mean:   [X]s
Median: [Y]s
P95:    [Z]s
P99:    [A]s
Max:    [B]s

Slowest Queries

  1. [Query description] - [X]s

    [SQL query]
    
    • Reason: [Why slow]
    • Optimization: [What could improve it]
  2. [Query description] - [Y]s

    [SQL query]
    
    • Reason: [Why slow]
    • Optimization: [What could improve it]

Read the full file on GitHub · 264 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. 2d ago First seen · 264 lines · 10 tokens per session scan A ae2acb8ee578

Subscribe to this mod's changes

report-template is an agent published in the GitHub repository FlorianBruniaux/claude-code-plugins (40 stars, last pushed 2mo ago), licensed MIT. It adds 10 tokens to every session and 1,584 once invoked, about $0.0001 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.