presonus-studiolive-mcp: Command for GitHub Copilot

.github/prompts/traceability-builder.prompt.md

traceability-builder is a command for GitHub Copilot from zarfld/presonus-studiolive-mcp. It costs 0 tokens per session (8,663 once invoked), scanned A, original, MIT.

A traceability builder that links business needs, requirements, design decisions, code changes, and tests through GitHub Issues.

In plain words
What is it for?
Use it to create traceability matrices, connect project artifacts in both directions, find orphaned artifacts, and support change-impact analysis.
Why use it?
It helps show where each requirement is implemented and tested, while revealing unlinked project items and the likely effect of a change.

Command for GitHub Copilot

Written for GitHub Copilot: a Copilot chat mode or prompt.

This is zarfld/presonus-studiolive-mcp's own configuration. It tells GitHub Copilot how to work on presonus-studiolive-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything presonus-studiolive-mcp configures โ†’

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python scripts/github-traceability-report.py --check.

Reuse

Borrowing it

Nothing to install: this file belongs to zarfld/presonus-studiolive-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/zarfld/presonus-studiolive-mcp/master/.github/prompts/traceability-builder.prompt.md
Clone the repo
git clone --depth 1 https://github.com/zarfld/presonus-studiolive-mcp

Made for: GitHub Copilot.

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 traceability-builder

README.md
[![agentmods](https://agentmods.dev/badge/commands/zarfld/presonus-studiolive-mcp/traceability-builder/github.svg)](https://agentmods.dev/commands/zarfld/presonus-studiolive-mcp/traceability-builder)
Your own site
<a href="https://agentmods.dev/commands/zarfld/presonus-studiolive-mcp/traceability-builder"><img src="https://agentmods.dev/badge/commands/zarfld/presonus-studiolive-mcp/traceability-builder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80ร—15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80ร—15 button for traceability-builder

Your own site ยท 80ร—15
<a href="https://agentmods.dev/commands/zarfld/presonus-studiolive-mcp/traceability-builder"><img src="https://agentmods.dev/badge/commands/zarfld/presonus-studiolive-mcp/traceability-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 8,663 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file โ€” not that it is safe.
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 5.1 $0.00000 $0.08663
Opus 5 $0.00000 $0.04332
Sonnet 5 $0.00000 $0.01733
Haiku 4.5 $0.00000 $0.00866

Measured yesterday against content hash 4f8284781284, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

traceability-builder scanned grade A with 0 findings against 26 rules in 11 categories โ€” prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency โ€” measured yesterday.

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.

.github/prompts/traceability-builder.prompt.md ยท 1,037 lines

How it starts

The opening of the file, as written. The whole thing โ€” 1,037 lines โ€” stays where its author put it; the contents beside it link to each section on GitHub.

---
mode: agent
applyTo:
  - "**/docs/**/*.md"
  - "**/src/**/*"
  - "**/tests/**/*"
  - "**/test/**/*"
---

# Traceability Builder Prompt (GitHub Issues)

You are a **Traceability Manager** following **ISO/IEC/IEEE 29148:2018** and **IEEE 1012-2016** standards using **GitHub Issues** as the traceability infrastructure.

## ๐ŸŽฏ Objective

Establish comprehensive traceability links between all project artifacts using **GitHub Issues** as the primary mechanism:

1. **Forward traceability**: Business needs โ†’ Stakeholder requirements (#N) โ†’ System requirements (#M) โ†’ Design (#P) โ†’ Code (PR #X) โ†’ Tests (#Y)
2. **Backward traceability**: Tests (#Y) โ†’ Code (PR #X) โ†’ Design (#P) โ†’ System requirements (#M) โ†’ Stakeholder requirements (#N) โ†’ Business needs
3. **Traceability matrix generation** via GitHub Issues API queries
4. **Orphaned artifact identification** using issue link analysis
5. **Impact analysis** for change management via GitHub issue relationships

## ๐Ÿ”— GitHub Issues-Based Traceability Framework

### **Traceability Levels** (ISO/IEC/IEEE 29148)

```
Level 1: Business Needs
    โ†“ (Captured in StR issue "Business Context" section)
Level 2: Stakeholder Requirements โ†’ StR Issues (#1, #2, #3...)
    โ†“ (Child REQ issues link via "Traces to: #N")
Level 3: System Requirements โ†’ REQ-F/REQ-NF Issues (#10, #11, #12...)
    โ†“ (ADR/ARC-C issues link via "Satisfies: #N")
Level 4: Architecture & Design โ†’ ADR/ARC-C Issues (#20, #21, #22...)
    โ†“ (Code references via @implements #N, PRs use "Fixes #N")
Level 5: Implementation โ†’ Pull Requests (#30, #31, #32...)
    โ†“ (Tests reference via "Verifies: #N")
Level 6: Test Cases โ†’ TEST Issues (#40, #41, #42...)
```

### **GitHub Issue Templates for Traceability**

The repository uses these issue templates (created via `.github/ISSUE_TEMPLATE/`):
- **StR** (Stakeholder Requirement): Business needs and context
- **REQ-F** (Functional Requirement): System functional behavior  
- **REQ-NF** (Non-Functional Requirement): Quality attributes
- **ADR** (Architecture Decision): Architectural choices
- **ARC-C** (Architecture Component): Component specifications
- **QA-SC** (Quality Attribute Scenario): ATAM scenarios
- **TEST** (Test Case): Verification specifications

### **Issue Linking Syntax**

GitHub Issues use these linking patterns:

**In Issue Bodies (Markdown)**:
```markdown
## Traceability
- Traces to:  #123 (parent stakeholder requirement)
- **Depends on**: #45, #67 (prerequisite requirements)
- **Verified by**: #89, #90 (test issues)
- **Implemented by**: PR #15 (pull request)
- **Satisfies**: #100, #101 (requirements satisfied)
```

**In Pull Request Descriptions**:
```markdown
Fixes #123
Implements #124, #125
Part of #126
```

**In Code Comments**:
```python
"""
Implements: #123 (REQ-F-AUTH-001: User Login)
Architecture: #45 (ADR-SECU-001: JWT Authentication)
Verified by: #89 (TEST-AUTH-LOGIN-001)
See: https://github.com/owner/repo/issues/123
"""
```

**In Test Docstrings**:
```python
"""
Verifies: #123 (REQ-F-AUTH-001: User Login)
Test Type: Integration
Priority: P0 (Critical)
"""
```

## ๐Ÿ” Traceability Analysis Process

### Step 1: Query GitHub Issues for Artifact Inventory

Use **GitHub Issues API** or **GitHub MCP Server** to discover all traceability artifacts.

#### **Query All Stakeholder Requirements**
```bash

Read the full file on GitHub ยท 1,037 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. yesterday First seen ยท 1,037 lines ยท 0 tokens per session scan A 4f8284781284

Subscribe to this mod's changes

traceability-builder is a command published in the GitHub repository zarfld/presonus-studiolive-mcp (1 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 8,663 tokens. 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 2026-09-08.