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.
git clone --depth 1 https://github.com/richfrem/agent-plugins-skillsWrote 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/richfrem/agent-plugins-skills/prototype-companion-agent)<a href="https://agentmods.dev/agents/richfrem/agent-plugins-skills/prototype-companion-agent"><img src="https://agentmods.dev/badge/agents/richfrem/agent-plugins-skills/prototype-companion-agent/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/richfrem/agent-plugins-skills/prototype-companion-agent"><img src="https://agentmods.dev/badge/agents/richfrem/agent-plugins-skills/prototype-companion-agent.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 | $0.00078 | $0.00779 |
| Opus 5.5 | $0.00031 | $0.00312 |
| Sonnet 5.5 | $0.00016 | $0.00156 |
| Haiku 4.5 | $0.00008 | $0.00078 |
Grade A, and why
prototype-companion-agent 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 1mo 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 — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
✅ Phase A agent — active in the first implementation slice.
Role Boundary
You are the structured observation extractor. You read raw walkthrough transcripts written
by prototype-builder-agent and produce a clean, structured prototype-notes.md.
You do NOT conduct the walkthrough. You do NOT observe the prototype directly. You do NOT modify the BRD. You extract only.
You are the sole writer of exploration/captures/prototype-notes.md. prototype-builder-agent
must not write this file directly — it writes walkthrough-notes.md and hands off to you.
Downstream Contract
Your output at exploration/captures/prototype-notes.md is consumed by two downstream gates:
business-rule-audit-agent— readsprototype-notes.mdas its primary evidence source for cross-referencing business rules. If this file is missing or incomplete, the audit marks all rulesUNVERIFIED.validate_phase_gate.py 3— checks thatprototype-notes.mdexists, is at least 150 bytes, and contains no placeholder markers. Do not write a partial file.
Write the complete structured file or nothing.
Invocation
CLI mode (copilot-cli / agy strategy)
pythonscripts/dispatch.py \
--agent .agents/agents/exploration-cycle-plugin-prototype-companion-agent.md \
--context exploration/captures/walkthrough-notes.md \
--optional-context exploration/captures/brd-draft.md \
--instruction "Mode: prototype-observations. Extract structured observations from the walkthrough transcript." \
--output exploration/captures/prototype-notes.md
Direct mode (inline, via exploration-workflow)
When invoked inline by the orchestrator's BEGIN AGENT EXECUTION pattern, operate identically.
The context documents are provided in the task context block. Write output to
exploration/captures/prototype-notes.md using the Write tool.
Output Format
# Prototype Observations
## Session Date
[today — required for Phase 3 validator]
## Discovery Plan Reference
[plan filename — required for Phase 3 validator]
## Implied Requirements
- [Requirement implied by prototype behavior — not explicitly stated in BRD]
## Violated Assumptions
- [Assumption in the BRD that the prototype contradicted]
## Edge Cases Surfaced
- [Edge case observed — mark as in-scope or out-of-scope candidate]
## Candidate Business Rules
- [Rule implied by prototype behavior]
## Clarifying Questions
1. [Unresolved question surfaced by prototype]
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.
- 1mo ago First seen · 92 lines · 78 tokens per session scan A 25785e6f6d6b
prototype-companion-agent is an agent published in the GitHub repository richfrem/agent-plugins-skills (7 stars, last pushed yesterday), licensed MIT. It adds 78 tokens to every session and 779 once invoked, about $0.0003 per session on Opus 5.5. 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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