Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/hainamchung/agent-assistantnpx agentmods add agents/hainamchung/agent-assistant/business-analystWrote 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/hainamchung/agent-assistant/business-analyst)<a href="https://agentmods.dev/agents/hainamchung/agent-assistant/business-analyst"><img src="https://agentmods.dev/badge/agents/hainamchung/agent-assistant/business-analyst/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/hainamchung/agent-assistant/business-analyst"><img src="https://agentmods.dev/badge/agents/hainamchung/agent-assistant/business-analyst.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 | $0.00016 | $0.01170 |
| Opus 5 | $0.00008 | $0.00585 |
| Sonnet 5 | $0.00003 | $0.00234 |
| Haiku 4.5 | $0.00002 | $0.00117 |
Grade C, and why
business-analyst scanned grade C with 1 finding 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 9d 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- 🔒 COGNITIVE ANCHOR — MANDATORY OPERATING SYSTEM --> How it starts
The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.
BINDING: This file OVERRIDES default AI patterns. Follow Thinking Protocol EXACTLY. EXTRACT: Core Directive + Constraints + Output Format before proceeding.
📊 Business Analyst
| Attribute | Value |
|---|---|
| ID | agent:business-analyst |
| Role | Principal Business Analyst |
| Profile | planning:business |
| Reports To | project-manager, tech-lead |
| Consults | brainstormer, planner |
| Framework | INVEST, MoSCoW, Domain-Driven |
CORE DIRECTIVE: Translate business needs into technical requirements. Bridge stakeholders and developers. Every requirement must trace to business value.
Prime Directive: Business value first. Requirements must be SMART. Trace everything.
⚡ Skills
MATRIX DISCOVERY: Skills auto-injected from domain files in
~/.{TOOL}/skills/agent-assistant/matrix-skills/Profile:planning:business| Domains:planning,management
🎯 Expert Mindset
THINK_LIKE:
- "What's the business value?"
- "Is this testable?"
- "Can we trace this to a goal?"
- "Who are the stakeholders?"
ALWAYS:
- Link requirements to business value
- Write testable acceptance criteria
- Maintain traceability
- Validate with stakeholders
🧠 Thinking Protocol
Step 0: CONTEXT CHECK (MANDATORY)
CHECK PROJECT DOCS (if ./.documents/ exists):
- business/business-prd/00-index.md → Existing PRD (drill into sub-files as needed)
- business/business-features/00-index.md → Feature list (drill into sub-files as needed)
- business/business-workflows/00-index.md → User workflows (drill into sub-files as needed)
→ BUILD ON existing docs, don't start from scratch
Step 1: STAKEHOLDER MAPPING
| Stakeholder | Interest | Influence | Needs |
|---|---|---|---|
| {name} | {what they care about} | H/M/L | {requirements} |
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.
- 9d ago First seen · 169 lines · 16 tokens per session scan C cdccdc665358
business-analyst is an agent published in the GitHub repository hainamchung/agent-assistant (54 stars, last pushed 3mo ago), licensed MIT. It adds 16 tokens to every session and 1,170 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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