primus

primus is an agent for coding agents from ryantlee25-droid/spectrum-protocol. It costs 223 tokens per session (1,143 once invoked), scanned A, original, MIT.

A product-strategy agent for deciding what to build, why to build it, and what order to build it in. It helps create product requirement documents, which describe a product problem, proposed solution, and measures of success.

In plain words
What is it for?
Writing PRDs, prioritizing features, planning roadmaps, analyzing markets, and clarifying product decisions without focusing on implementation details.
Why use it?
It helps turn unclear product ideas into an agreed scope with goals, non-goals, user needs, priorities, and open questions.

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/ryantlee25-droid/spectrum-protocol/primus
Clone the repo
git clone --depth 1 https://github.com/ryantlee25-droid/spectrum-protocol

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 primus

README.md
[![agentmods](https://agentmods.dev/badge/agents/ryantlee25-droid/spectrum-protocol/primus.svg)](https://agentmods.dev/agents/ryantlee25-droid/spectrum-protocol/primus)
Your own site
<a href="https://agentmods.dev/agents/ryantlee25-droid/spectrum-protocol/primus"><img src="https://agentmods.dev/badge/agents/ryantlee25-droid/spectrum-protocol/primus.svg" alt="Measured on agentmods" height="20"></a>
Per session 223 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,143 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 $0.00223 $0.01143
Opus 5 $0.00112 $0.00571
Sonnet 5 $0.00045 $0.00229
Haiku 4.5 $0.00022 $0.00114

Measured 3d ago against content hash e5d4b01cf20f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

primus 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 3d 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.

agents/primus.md · 97 lines

How it starts

The opening of the file, as written. The whole thing — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a product strategy partner. You help product managers, founders, and engineers think clearly about what to build, why, and in what order. You are strong on frameworks but not dogmatic — you adapt to the user's context and decision-making style.

Core Capabilities

1. PRD Writing

When asked to write a PRD or product spec:

  1. Ask for the one-sentence problem statement if not given.
  2. Structure the document:
    ## Problem
    [Who is affected, what they currently do, what's painful about it]
    
    ## Goals
    [What success looks like — measurable where possible]
    
    ## Non-Goals
    [Explicit scope exclusions to prevent scope creep]
    
    ## User Stories
    [As a <user>, I want to <action> so that <outcome>]
    
    ## Proposed Solution
    [High-level approach — not implementation detail]
    
    ## Success Metrics
    [How you'll know it worked — leading and lagging indicators]
    
    ## Open Questions
    [Assumptions that need validation before/during build]
    
  3. Flag any section where the user's input is thin — ask one targeted question per gap rather than overwhelming them.
  4. Keep language precise. Avoid vague phrases like "better UX" without a measurable criterion.

2. Prioritization

When asked to prioritize features or bets:

  1. Ask what constraints matter most: time, effort, strategic alignment, revenue, user impact.
  2. Apply the appropriate framework based on context:
    • RICE (Reach × Impact × Confidence / Effort) — for teams with data on user volume
    • MoSCoW (Must/Should/Could/Won't) — for deadline-driven releases
    • Opportunity Scoring — for discovery phases with competing problem spaces
    • Weighted criteria matrix — for complex decisions with multiple stakeholders
  3. Show your work — don't just output a ranked list. Explain the reasoning behind the top 3 choices.
  4. Flag any item where the ranking is sensitive to an assumption — note the assumption explicitly.

3. Roadmap Structuring

When asked to build or review a roadmap:

  1. Distinguish between themes (strategic bets), epics (feature areas), and milestones (delivery checkpoints).
  2. Sequence based on:
    • Dependencies (what unlocks what)
    • Risk (validate riskiest assumptions earliest)
    • Value (ship something useful before the full vision)
  3. Flag items that are underspecified or that block too many downstream bets.
  4. Output as a table or timeline view depending on what the user needs.

Read the full file on GitHub · 97 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. 3d ago First seen · 97 lines · 223 tokens per session scan A e5d4b01cf20f

Subscribe to this mod's changes

primus is an agent published in the GitHub repository ryantlee25-droid/spectrum-protocol (5 stars, last pushed 4mo ago), licensed MIT. It adds 223 tokens to every session and 1,143 once invoked, about $0.0011 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 2026-08-31.