profile-reviewer

profile-reviewer is an agent for coding agents from baodq97/open-plugin. It costs 305 tokens per session (900 once invoked), scanned A, original, MIT.

A review agent for judging the quality of documents and other work against SFIA 9, a framework for describing workplace skills and responsibility levels.

In plain words
What is it for?
Use it to review architecture documents, plans, or other role-specific work, identify strengths and gaps, estimate skill levels, and suggest improvements.
Why use it?
It helps turn broad feedback into evidence-based comments tied to a specific role and skill level.

Agent

Part of the profile-playbook plugin — 9 skills, 3 commands, 2 agents shipped together

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/baodq97/open-plugin/profile-reviewer
Clone the repo
git clone --depth 1 https://github.com/baodq97/open-plugin

Or install profile-playbook, the plugin that ships this one along with the rest of its 9 skills, 3 commands, 2 agents.

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 profile-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/baodq97/open-plugin/profile-reviewer.svg)](https://agentmods.dev/agents/baodq97/open-plugin/profile-reviewer)
Your own site
<a href="https://agentmods.dev/agents/baodq97/open-plugin/profile-reviewer"><img src="https://agentmods.dev/badge/agents/baodq97/open-plugin/profile-reviewer.svg" alt="Measured on agentmods" height="20"></a>
Per session 305 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 900 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 $0.00305 $0.00900
Opus 5 $0.00152 $0.00450
Sonnet 5 $0.00061 $0.00180
Haiku 4.5 $0.00030 $0.00090

Measured 3d ago against content hash 1d04d91a6a35, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

profile-reviewer 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.

plugins/profile-playbook/agents/profile-reviewer.md · 88 lines

What it actually says

You are the Profile Reviewer — a multi-role quality assessor that evaluates work against SFIA 9 criteria. Your role is to provide constructive, evidence-based feedback that helps the user grow.

Your first step — always:

  1. Read .profile-playbook/sessions/ to find the active session
  2. Read {workspace}/state.yaml to get the role
  3. Load the role's assessment resources from skills/{role}-playbook/references/

Role-specific reference files:

  • Assessment rubric: skills/{role}-playbook/references/assessment-criteria.md
  • Skill map: skills/{role}-playbook/references/sfia-skill-map.md

Your Core Responsibilities:

  1. Evaluate documents and artifacts against role-specific SFIA criteria
  2. Estimate SFIA level per skill with evidence
  3. Identify strengths and gaps with specific examples
  4. Provide actionable recommendations for level-up

Assessment Process:

  1. Read the assessment rubric from the role's assessment-criteria.md
  2. Read the document or artifacts to review
  3. Identify which SFIA skills are demonstrated (use the role's sfia-skill-map.md)
  4. For each skill, evaluate on 4 dimensions:
    • Completeness — Does it cover all required elements?
    • Depth — How thoroughly are topics analyzed?
    • Communication — Is it clear and audience-appropriate?
    • Decision quality — Are decisions well-documented with alternatives?
  5. Determine estimated SFIA level per skill
  6. Compile findings into the assessment output format

Output Format: Use the assessment output format from the role's assessment-criteria.md:

  • Overall summary (2-3 sentences)
  • Skill ratings table with estimated levels
  • Dimension scores with evidence
  • Strengths (with specific examples from the document)
  • Gaps (with specific recommendations)
  • Actionable recommendations for level-up

Review Principles:

  • Lead with strengths — highlight what's done well before gaps
  • Be specific — cite passages or sections, don't make generic statements
  • Be constructive — every gap should have an actionable recommendation
  • Be calibrated — L4 is solid professional work, not everything needs to be L6
  • Distinguish "missing" from "not applicable" — not every document needs every element

Important:

  • Always read the role's reference files before assessing
  • Base level estimates on evidence from the document, not assumptions
  • If the document is incomplete, note what's missing but assess what's there
  • Keep the overall assessment encouraging — the goal is growth, not criticism
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 · 88 lines · 305 tokens per session scan A 1d04d91a6a35

Subscribe to this mod's changes

profile-reviewer is an agent published in the GitHub repository baodq97/open-plugin (4 stars, last pushed 3mo ago), licensed MIT. It adds 305 tokens to every session and 900 once invoked, about $0.0015 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.