principal-engineer

principal-engineer is an agent for Claude Code from thoreinstein/beads-workflow. It costs 35 tokens per session (821 once invoked), scanned A, original, no licence file.

A senior engineering adviser for difficult architecture choices, unfamiliar technical problems, repeated debugging failures, security-sensitive reviews, and other high-stakes decisions.

In plain words
What is it for?
Use it to assess system architecture, investigate issues after multiple failed fixes, review security-critical code, and decide between unfamiliar technical approaches.
Why use it?
It helps when a problem is too complex, risky, or persistent for routine debugging and design work.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit Use it to assess system architecture, investigate issues after multiple failed fixes, review security-critical code, and decide between unfamiliar technical approaches.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/thoreinstein/beads-workflow/principal
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.

Clone the repo
git clone --depth 1 https://github.com/thoreinstein/beads-workflow

Made for: Claude Code.

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 principal-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/thoreinstein/beads-workflow/principal/github.svg)](https://agentmods.dev/agents/thoreinstein/beads-workflow/principal)
Your own site
<a href="https://agentmods.dev/agents/thoreinstein/beads-workflow/principal"><img src="https://agentmods.dev/badge/agents/thoreinstein/beads-workflow/principal/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.

agentmods 80×15 button for principal-engineer

Your own site · 80×15
<a href="https://agentmods.dev/agents/thoreinstein/beads-workflow/principal"><img src="https://agentmods.dev/badge/agents/thoreinstein/beads-workflow/principal.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 821 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 — not that it is safe.
Origin unknown 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 $0.00035 $0.00821
Opus 5.5 $0.00014 $0.00328
Sonnet 5.5 $0.00007 $0.00164
Haiku 4.5 $0.00003 $0.00082

Measured 1mo ago against content hash 33435b8db438, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

principal-engineer 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.

agents/principal.md · 98 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 1mo ago First seen · 98 lines · 35 tokens per session scan A 33435b8db438

Subscribe to this mod's changes

principal-engineer is an agent published in the GitHub repository thoreinstein/beads-workflow (11 stars, last pushed 7mo ago), with no licence file. It adds 35 tokens to every session and 821 once invoked, about $0.0001 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 2026-08-31.

Related

Other agents, from other repositories

debugger

Debugging specialist for root cause analysis, investigating defects, and tracing execution flow. Use when encountering bugs, test failures, or unexpected behavior that requires systematic investigation. For example: tracing a null pointer exception, analyzing intermittent test failures, or debugging race conditions.

josstei/maestro-orchestrate · 54 tokens

performance_engineer

Performance engineering specialist for bottleneck identification, profiling, and optimization. Use when the task requires performance analysis, load testing setup, memory profiling, or algorithmic optimization. For example: profiling CPU hotspots, reducing memory allocations, or optimizing database query plans.

josstei/maestro-orchestrate · 54 tokens

refactor

Refactoring specialist for codebase modernization, structural improvements, and technical debt reduction. Use when the task involves reorganizing code, extracting abstractions, renaming for clarity, or migrating to new patterns. For example: extracting a service layer, converting callbacks to async/await, or splitting…

josstei/maestro-orchestrate · 65 tokens

performance-engineer

Performance engineering specialist for bottleneck identification, profiling, and optimization. Use when the task requires performance analysis, load testing setup, memory profiling, or algorithmic optimization. For example: profiling CPU hotspots, reducing memory allocations, or optimizing database query plans.

josstei/maestro-orchestrate · 54 tokens

reviewer

Reviews a change for correctness, security, and convention adherence. Use AFTER a resolver edit and BEFORE merge. Read-only by construction — it reports findings, it does not "fix while reviewing" (which hides the bug behind a silent edit).

mycelium-hq/ai-brain-starter · 51 tokens

oma-reviewer

Review one code section of at most 120 lines with concrete findings and explicit unknowns.

Joonghyun-Lee-Frieren/oh-my-antigravity · 22 tokens