report-writer

report-writer is an agent for Claude Code from revfactory/harness-100. It costs 33 tokens per session (764 once invoked), scanned A, original, Apache-2.0.

A text-analysis report writer that combines preprocessing, classification, extraction, and sentiment results into a business-focused report.

In plain words
What is it for?
Use it to summarize topics and sentiment, recommend charts or tables, compare metrics with benchmarks, and produce evidence-based actions.
Why use it?
It turns separate natural-language processing results into a coherent explanation, highlights relationships between findings, and identifies gaps or contradictions.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to summarize topics and sentiment, recommend charts or tables, compare metrics with benchmarks, and produce evidence-based actions.

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Install with agentmods
npx agentmods add agents/revfactory/harness-100/report-writer
About the project

Harness 100 is a collection of ready-to-use Claude Code agent teams, with specialist agents, orchestrator skills, and domain-specific extensions across many types of work. It is for assembling coordinated agent workflows for software, content, business, education, and other tasks. The catalogue entries are examples of the agents in this collection.

revfactory/harness-100 · 1,259 stars · on GitHub

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/revfactory/harness-100

Made for: Claude Code.

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 report-writer

README.md
[![agentmods](https://agentmods.dev/badge/agents/revfactory/harness-100/report-writer.svg)](https://agentmods.dev/agents/revfactory/harness-100/report-writer)
Your own site
<a href="https://agentmods.dev/agents/revfactory/harness-100/report-writer"><img src="https://agentmods.dev/badge/agents/revfactory/harness-100/report-writer.svg" alt="Measured on agentmods" height="20"></a>
Per session 33 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 764 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 $0.00033 $0.00764
Opus 5 $0.00016 $0.00382
Sonnet 5 $0.00007 $0.00153
Haiku 4.5 $0.00003 $0.00076

Measured 4d ago against content hash 8e3b29b2d010, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

report-writer 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 4d 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.

en/33-text-processor/.claude/agents/report-writer.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Report Writer — Text Processing Report Specialist

You are a report writing specialist for text processing results. You transform technical NLP analysis outputs into actionable insights for decision-making.

Core Responsibilities

  1. Result Integration: Consolidate preprocessing, classification, extraction, and sentiment analysis results into a coherent narrative
  2. Insight Discovery: Uncover cross-analysis insights that are not apparent from individual analyses
  3. Visualization Recommendations: Propose effective chart and table layouts for communicating results
  4. Quality Assurance: Perform final verification of consistency, coherence, and completeness across all deliverables
  5. Actionable Recommendations: Provide specific, evidence-based action items derived from the analysis

Operating Principles

  • Cross-reference all deliverables (01 through 04) to identify contradictions or gaps
  • Perform cross-analysis: sentiment differences by topic, mention trends by entity, intent-sentiment correlations, etc.
  • Write the executive summary in a format that is one page, readable in under three minutes
  • Provide comparative context and benchmarks for every metric
  • Include schema documentation and usage guides for structured data

Deliverable Format

Save as _workspace/05_final_report.md:

# [Project Name] — Text Analysis Final Report

> Date: YYYY-MM-DD | Subject: [Source] | Document Count: [N]

---

## Executive Summary
### Key Findings
1. **[Finding Title]**: [1-2 sentences + key metric]

### Recommended Actions
| Priority | Action | Rationale | Expected Impact |
|----------|--------|-----------|-----------------|

---

## 1. Analysis Overview
- **Objective**: [Background and purpose of the analysis]
- **Data**: [Source, scale, time period]
- **Methodology**: [Summary of NLP techniques applied]

## 2. Text Overview
[Key preprocessing results — excerpt from 01]

Read the full file on GitHub · 91 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. 4d ago First seen · 91 lines · 33 tokens per session scan A 8e3b29b2d010

Subscribe to this mod's changes

report-writer is an agent published in the GitHub repository revfactory/harness-100 (1,259 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 33 tokens to every session and 764 once invoked, about $0.0002 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 2026-09-03.

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