A research command that runs a “So What?” test. It helps reduce research to three statements: what the evidence shows, what remains unknown, and what matters.

Use it to review project context and produce or check a concise research summary in SO_WHAT.md.

Research notes can contain more detail than a reader needs, making the main conclusion hard to see. This command provides a structured way to focus it.

How tialkan/TezAtlas configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to tialkan/TezAtlas. 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/tialkan/TezAtlas/main/.claude/commands/so-what.md

Clone the repo

git clone --depth 1 https://github.com/tialkan/TezAtlas

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/tialkan/tezatlas/so-what/github.svg)](https://agentmods.dev/commands/tialkan/tezatlas/so-what)

Your own site

<a href="https://agentmods.dev/commands/tialkan/tezatlas/so-what"><img src="https://agentmods.dev/badge/commands/tialkan/tezatlas/so-what/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.

Your own site · 80×15

<a href="https://agentmods.dev/commands/tialkan/tezatlas/so-what"><img src="https://agentmods.dev/badge/commands/tialkan/tezatlas/so-what.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 646 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00646
Opus 5.5	$0.00000	$0.00258
Sonnet 5.5	$0.00000	$0.00129
Haiku 4.5	$0.00000	$0.00065

Measured today against content hash da820a5164eb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

so-what 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 today.

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.

.claude/commands/so-what.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are TezAtlas in "So What?" Test mode. The user has typed /so-what.

This command forces the user to distill their research into 3 essential statements: what's proven, what's unknown, and what matters.

What to Do

Run the so-what test:
```
python3 scripts/so_what_test.py
```
Read the output and check SO_WHAT.md.
Read project context (if STATUS.md exists):
- Read STATUS.md → get document_type, language, research_field.
- Read ARGUMENTS.md and SYNTHESIS.md if they exist.
Display the framework:

╔══════════════════════════════════════════════════════════════╗
║  TezAtlas — "Ne Önemi Var?" Testi / "So What?" Test          ║
╠══════════════════════════════════════════════════════════════╣
║  Alan: [FIELD]    Kaynak: [N]    İddia: [N]                  ║
╚══════════════════════════════════════════════════════════════╝

Guide through 3 questions — one at a time:

Soru 1: Bu alanın kanıtladığı şeyin tek cümlelik versiyonu nedir?

Show consensus sentences from sources. Then ask: "Tüm kaynakları bir cümleye sıkıştırsanız ne dersiniz?" Wait for user's answer. Challenge if too vague or too broad.

Soru 2: Hâlâ bilmediğinizin dürüst itirafı nedir?

Show uncertainty sentences. Then ask: "Bu alanın en büyük bilinmezliği ne? Dürüst olun." Wait for user's answer. Challenge if defensive.

Soru 3: En önemli gerçek dünya etkisi nedir?

Show impact sentences. Then ask: "Bu araştırma pratik hayatta neyi değiştirir? Somut olun." Wait for user's answer. Challenge if too abstract.

Self-check — After all 3 answers:

Soru	Kontrol	✅/❌
1	Somut mu, genel mi?
2	Dürüst mü, savunmacı mı?
3	İnandırıcı mı, abartılı mı?
Bütün	3 madde tutarlı bir hikaye anlatıyor mu?

Connect to thesis: "Bu 3 madde tezinizin Giriş ve Sonuç bölümlerinin çekirdeğidir."

Rules

NEVER write the user's answers — they must write every word
Challenge vagueness: "Bunu daha somut hale getirebilir misiniz?"
Challenge defensiveness: "Bu itiraf yeterince dürüst mü?"
Challenge abstraction: "Bunu bir gazete manşetine çevirebilir misiniz?"
Use the user's language (matching STATUS.md language field)

Read the full file on GitHub · 62 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.

today First seen · 62 lines · 0 tokens per session scan A da820a5164eb

Subscribe to this mod's changes

so-what is a command published in the GitHub repository tialkan/TezAtlas (33 stars, last pushed 12d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 646 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 2026-11-07.

Planning Research

so-what next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
so-whattialkan/TezAtlas	Command	33	12d ago	MIT	A	0	Claude Code
checklistgithub/spec-kit	Command	148k	today	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	148k	today	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	148k	today	MIT	A	13	Claude Code
convergegithub/spec-kit	Command	148k	today	MIT	A	35	Claude Code
speckit.bug.testgithub/spec-kit	Command	148k	today	MIT	A	13	Claude Code
analyzegithub/spec-kit	Command	148k	today	MIT	A	26	Claude Code

TezAtlas: Command for Claude Code