think-consistency

think-consistency is a skill for Claude Code, Codex from aaronsb/claude-code-config. It costs 30 tokens per session (267 once invoked), scanned B, original, MIT.

A reasoning method that solves a high-stakes question through several independent lines of thought and compares their conclusions. The final answer is based on agreement between those paths.

In plain words
What is it for?
Use it when reasoning errors are costly and you need an independent consistency check before accepting a conclusion.
Why use it?
It reduces the chance that one mistaken assumption determines an important decision.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/aaronsb/claude-code-config/think-consistency
Any agent
npx skills add aaronsb/claude-code-config --skill think-consistency
Clone the repo
git clone --depth 1 https://github.com/aaronsb/claude-code-config

Made for: Claude Code, Codex.

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 think-consistency

README.md
[![agentmods](https://agentmods.dev/badge/skills/aaronsb/claude-code-config/think-consistency.svg)](https://agentmods.dev/skills/aaronsb/claude-code-config/think-consistency)
Your own site
<a href="https://agentmods.dev/skills/aaronsb/claude-code-config/think-consistency"><img src="https://agentmods.dev/badge/skills/aaronsb/claude-code-config/think-consistency.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 267 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00030 $0.00267
Opus 5 $0.00015 $0.00133
Sonnet 5 $0.00006 $0.00053
Haiku 4.5 $0.00003 $0.00027

Measured 5d ago against content hash b6c9565feae1, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

think-consistency scanned grade B 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 5d 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

cat ~/.claude/hooks/ways/meta/think/strategies/self-consistency.md
skills/think-consistency/SKILL.md · 41 lines

What it actually says

Self-Consistency

Start Session

Before beginning, register this think session:

# Check for active session
if [[ -f /tmp/.claude-think-session ]]; then cat /tmp/.claude-think-session; fi

If another session is active, ask the user to finish or abandon it first. Otherwise:

echo "self-consistency" > /tmp/.claude-think-session

Work Through Stages

Read the strategy definition and follow its stages in order:

cat ~/.claude/hooks/ways/meta/think/strategies/self-consistency.md

Work through each numbered stage sequentially. Do not skip stages. Present your work for each stage before moving to the next.

Complete Session

After the final stage, clean up so the think way can fire again:

rm -f /tmp/.claude-think-session /tmp/.claude-way-meta-think-*"${CLAUDE_SESSION_ID:+-$CLAUDE_SESSION_ID}" 2>/dev/null
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. 5d ago First seen · 41 lines · 30 tokens per session scan B b6c9565feae1

Subscribe to this mod's changes

think-consistency is a skill published in the GitHub repository aaronsb/claude-code-config (18 stars, last pushed 5mo ago), licensed MIT. It adds 30 tokens to every session and 267 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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