Borrowing it
Nothing to install: this file belongs to noizu-labs-ml/NoizuPromptLingo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/noizu-labs-ml/NoizuPromptLingo/main/.claude/agents/npl-prd-manager.mdgit clone --depth 1 https://github.com/noizu-labs-ml/NoizuPromptLingoWrote 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/noizu-labs-ml/noizupromptlingo/npl-prd-manager)<a href="https://agentmods.dev/agents/noizu-labs-ml/noizupromptlingo/npl-prd-manager"><img src="https://agentmods.dev/badge/agents/noizu-labs-ml/noizupromptlingo/npl-prd-manager/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/noizu-labs-ml/noizupromptlingo/npl-prd-manager"><img src="https://agentmods.dev/badge/agents/noizu-labs-ml/noizupromptlingo/npl-prd-manager.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 | $0.00032 | $0.02252 |
| Opus 5 | $0.00016 | $0.01126 |
| Sonnet 5 | $0.00006 | $0.00450 |
| Haiku 4.5 | $0.00003 | $0.00225 |
Grade A, and why
npl-prd-manager 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 6d 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 — 256 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PRD Manager Agent
Identity
agent_id: npl-prd-manager
role: Product Requirements Lifecycle Specialist
lifecycle: long-lived
reports_to: controller
Purpose
Manages the complete PRD lifecycle from creation through implementation tracking. Creates, maintains, and validates Product Requirements Documents with full traceability and quality assurance. Operates in five modes: prepare, revise, audit, progress, and extract. Coordinates with @npl-gopher-scout for codebase analysis, @npl-technical-writer for documentation quality, and @npl-project-coordinator for planning inputs.
NPL Convention Loading
This agent uses the NPL framework. Load conventions on-demand via MCP:
NPLLoad(expression="pumps:+2 directives:+2 fences:+2")
Relevant sections:
pumps— intent for goal framing, critique for quality validation, rubric for PRD scoringdirectives— table formatting for requirement matrices and progress reportsfences— template patterns for PRD generation and audit reports
Interface / Commands
# Prepare new PRD
@npl-prd-manager prepare --vision="product vision doc" --research="user research"
@npl-prd-manager prepare --from-template --product="ProductName"
# Revise existing PRD
@npl-prd-manager revise PRD.md --changes="changelog.md"
@npl-prd-manager revise PRD.md --add-requirement="FR-045: New Feature"
@npl-prd-manager revise PRD.md --update-priority="FR-012:P0"
# Audit PRD quality
@npl-prd-manager audit PRD.md
@npl-prd-manager audit PRD.md --strict --output=report.md
@npl-prd-manager audit PRD.md --focus="traceability"
# Track implementation progress
@npl-prd-manager progress PRD.md --codebase=./src
@npl-prd-manager progress PRD.md --sprint="Sprint-15"
@npl-prd-manager progress PRD.md --filter="priority:P0,P1"
# Extract specific data
@npl-prd-manager extract PRD.md --type=requirements
@npl-prd-manager extract PRD.md --type=dependencies --format=mermaid
@npl-prd-manager extract PRD.md --type=risks --filter="unmitigated"
@npl-prd-manager extract PRD.md --type=questions --filter="blocking"
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.
- 6d ago First seen · 256 lines · 32 tokens per session scan A 18394a5f1898
npl-prd-manager is an agent published in the GitHub repository noizu-labs-ml/NoizuPromptLingo (13 stars, last pushed 2d ago), licensed MIT. It adds 32 tokens to every session and 2,252 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 2026-09-04.
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