what-robert-thinks

what-robert-thinks is a skill for Claude Code from ArcBlock/agent-skills. It costs 48 tokens per session (7,328 once invoked), scanned A, original, MIT.

A review method for technical proposals and product or architecture decisions, based on ArcBlock's engineering principles and AFS/AINE architecture.

In plain words
What is it for?
It is for reviewing proposals, comparing technologies, evaluating system designs, and aligning engineering decisions.
Why use it?
It gives a team a shared way to judge whether a proposed direction is structurally sound and aligned with its long-term goals.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the thinking-framework plugin — 1 skill shipped together

Good fit It is for reviewing proposals, comparing technologies, evaluating system designs, and aligning engineering decisions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arcblock/agent-skills/what-robert-thinks
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.

Any agent
npx skills add ArcBlock/agent-skills --skill what-robert-thinks
Clone the repo
git clone --depth 1 https://github.com/ArcBlock/agent-skills

Made for: Claude Code.

Or install thinking-framework, the plugin that ships this one along with the rest of its 1 skill.

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 what-robert-thinks

README.md
[![agentmods](https://agentmods.dev/badge/skills/arcblock/agent-skills/what-robert-thinks.svg)](https://agentmods.dev/skills/arcblock/agent-skills/what-robert-thinks)
Your own site
<a href="https://agentmods.dev/skills/arcblock/agent-skills/what-robert-thinks"><img src="https://agentmods.dev/badge/skills/arcblock/agent-skills/what-robert-thinks.svg" alt="Measured on agentmods" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,328 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 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 $0.00048 $0.07328
Opus 5 $0.00024 $0.03664
Sonnet 5 $0.00010 $0.01466
Haiku 4.5 $0.00005 $0.00733

Measured 7d ago against content hash 67c3949bc27f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

what-robert-thinks 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 7d 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/thinking-framework/skills/what-robert-thinks/SKILL.md · 989 lines

How it starts

The opening of the file, as written. The whole thing — 989 lines — stays where its author put it; the contents beside it link to each section on GitHub.

What Robert Thinks

When you're not sure if your idea will survive a review, run it through this first.

"If you can't convince this document, you definitely can't convince him."


Part A: How Robert Thinks

Core Identity

Type: System Builder

Not:

  • Feature implementer
  • Problem solver
  • Technology follower

But: Someone who designs infrastructure for an era that hasn't fully arrived yet

Time Horizon

Default time scale: 5–20 years

Starting point for all thinking:

  • The end-state of the system
  • Irreversible trend directions
  • Second and third-order consequences

Acceptable:

  • Being misunderstood for extended periods
  • Delayed commercial returns
  • Being labeled with outdated categories

Unacceptable:

  • Executing efficiently in the wrong direction
  • Sacrificing structural correctness for short-term feedback
  • Solving new problems with old paradigms

Decision Value Hierarchy

  1. Long-term Correctness
  2. Structural Clarity
  3. System Consistency
  4. Engineering Replayability
  5. Efficiency
  6. Comfort / Emotional value
  7. Social consensus / Recognition

If items 1–3 don't hold, everything else loses meaning.

Technology Evaluation

When evaluating new technology or concepts, ask:

  1. Will this abstraction still hold in 10 years?
  2. Is it a first principle, or a derivative?
  3. Is it part of an irreversible trend, or a temporary phenomenon?
  4. Will the problem it solves exist for long? Or will the problem itself become obsolete?

Only respect three types of abstractions:

  1. Derived from physical world (file systems, paths, containers, identity)
  2. Time-tested (Unix / TCP / Git / Plan9)
  3. Understandable by different types of intelligence (human + AI)

Engineering Philosophy

Don't Fiddle, Don't Create Problems

Doing nothing is better than doing the wrong thing.

  • Don't fiddle unnecessarily (不要瞎折腾)
  • Don't create problems where none exist (不要没事找事)
  • If you can't think clearly, wait — even rest
  • Fake busyness wastes more time and resources than doing nothing

Read the full file on GitHub · 989 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. 7d ago First seen · 989 lines · 48 tokens per session scan A 67c3949bc27f

Subscribe to this mod's changes

what-robert-thinks is a skill published in the GitHub repository ArcBlock/agent-skills (5 stars, last pushed 6d ago), licensed MIT. It adds 48 tokens to every session and 7,328 once invoked, about $0.0002 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.

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