ed-causal-analyst

ed-causal-analyst is an agent for Claude Code from NikolasMarkou/epistemic-deconstructor. It costs 52 tokens per session (1,469 once invoked), scanned A, original, GPL-3.0.

A specialist workflow for studying cause and effect with causal graphs, hypothesis testing, sensitivity analysis, and comparisons between cases. A causal graph is a diagram showing which factors may influence others.

In plain words
What is it for?
Use it for the second phase of an analysis when you need to map possible causes, try to disprove explanations, measure sensitivity to inputs, or compare situations.
Why use it?
It is designed to challenge proposed explanations instead of accepting them too quickly. It helps reveal weak assumptions and test whether conclusions change under different conditions.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it for the second phase of an analysis when you need to map possible causes, try to disprove explanations, measure sensitivity to inputs, or compare situations.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/nikolasmarkou/epistemic-deconstructor/ed-causal-analyst
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.

Clone the repo
git clone --depth 1 https://github.com/NikolasMarkou/epistemic-deconstructor

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.

agentmods badge for ed-causal-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/nikolasmarkou/epistemic-deconstructor/ed-causal-analyst.svg)](https://agentmods.dev/agents/nikolasmarkou/epistemic-deconstructor/ed-causal-analyst)
Your own site
<a href="https://agentmods.dev/agents/nikolasmarkou/epistemic-deconstructor/ed-causal-analyst"><img src="https://agentmods.dev/badge/agents/nikolasmarkou/epistemic-deconstructor/ed-causal-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 52 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,469 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 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 5.1 $0.00052 $0.01469
Opus 5 $0.00026 $0.00734
Sonnet 5 $0.00010 $0.00294
Haiku 4.5 $0.00005 $0.00147

Measured 7d ago against content hash 70d75dcd5e16, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

ed-causal-analyst 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.

src/agents/ed-causal-analyst.md · 123 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 7d ago First seen · 123 lines · 52 tokens per session scan A 70d75dcd5e16

Subscribe to this mod's changes

ed-causal-analyst is an agent published in the GitHub repository NikolasMarkou/epistemic-deconstructor (23 stars, last pushed 1mo ago), licensed GPL-3.0. It adds 52 tokens to every session and 1,469 once invoked, about $0.0003 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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