thoughts-analyzer

A research helper for exploring a topic in depth using information stored in a project's thoughts/ directory.

In plain words
What is it for?
Use it when researching a topic and wanting a detailed analysis from the project's written research notes.
Why use it?
It is intended for research questions that need a deeper investigation of existing notes and related material.

Agent

Part of the catalyst-dev plugin — 31 skills, 9 agents shipped together

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 agents/coalesce-labs/catalyst/thoughts-analyzer
Clone the repo
git clone --depth 1 https://github.com/coalesce-labs/catalyst

Or install catalyst-dev, the plugin that ships this one along with the rest of its 31 skills, 9 agents.

Per session 34 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,384 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00034 $0.01384
Opus 5 $0.00017 $0.00692
Sonnet 5 $0.00007 $0.00277
Haiku 4.5 $0.00003 $0.00138

Measured 3d ago against content hash 736d225dbf2b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

thoughts-analyzer 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 3d 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/dev/agents/thoughts-analyzer.md · 179 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. 3d ago First seen · 179 lines · 34 tokens per session scan A 736d225dbf2b

Subscribe to this mod's changes

thoughts-analyzer is an agent published in the GitHub repository coalesce-labs/catalyst (20 stars, last pushed 4d ago), with no licence file. It adds 34 tokens to every session and 1,384 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 2026-08-30.

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