thoughts

thoughts is a skill for Claude Code, Codex from zahardev/aicontext. It costs 23 tokens per session (43 once invoked), scanned A, original, MIT.

A lightweight way to give an honest assessment of an ongoing technical discussion. It is intended for quick thoughts, concerns, or alternative ideas rather than a detailed review.

In plain words
What is it for?
Use it when you want a concise opinion about a proposal, decision, or current discussion.
Why use it?
It lets someone surface useful feedback without spending time on a formal audit. This can reveal concerns or better directions early.

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/zahardev/aicontext/thoughts
Any agent
npx skills add zahardev/aicontext --skill thoughts
Clone the repo
git clone --depth 1 https://github.com/zahardev/aicontext

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 thoughts

README.md
[![agentmods](https://agentmods.dev/badge/skills/zahardev/aicontext/thoughts.svg)](https://agentmods.dev/skills/zahardev/aicontext/thoughts)
Your own site
<a href="https://agentmods.dev/skills/zahardev/aicontext/thoughts"><img src="https://agentmods.dev/badge/skills/zahardev/aicontext/thoughts.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 43 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00023 $0.00043
Opus 5 $0.00012 $0.00022
Sonnet 5 $0.00005 $0.00009
Haiku 4.5 $0.00002 $0.00004

Measured 4d ago against content hash 7d0932dec655, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

thoughts 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 4d 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.

.claude/skills/thoughts/SKILL.md · 7 lines

What it actually says

Read and follow .aicontext/prompts/thoughts.md

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. 4d ago First seen · 7 lines · 23 tokens per session scan A 7d0932dec655

Subscribe to this mod's changes

thoughts is a skill published in the GitHub repository zahardev/aicontext (2 stars, last pushed today), licensed MIT. It adds 23 tokens to every session and 43 once invoked, about $0.0001 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.