Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

Back to skills

Mechanism Mapping

ASecurity

Map causal mechanisms between variables

417 stars
0 votes
0 copies
0 views
Added 9/5/2026
researchgo

Security Analysis

A100/100

Scanned 9/5/2026

Install to Claude Code

$npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill mechanism-mapping --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Mechanism Mapping?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Mechanism Mapping
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-mechanism-mapping/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-mechanism-mapping)

More formats (shields.io, HTML) on the badges page.

Download Zip
Files
SKILL.md
---
name: mechanism-mapping
description: Map causal mechanisms between variables
execution: strategy
dependencies:
  tactics:
  - counterfactual-reasoning
  - evidence-weighing
  - feedback-loop-detection
  sops:
  - mechanism-edge-creation
---

# Mechanism Mapping

Construct the directed causal graph by creating mechanism edges between the variables identified in the variable-identification phase. Each edge must carry a plain-language description of the underlying mechanism and at least one evidence citation.

## Guiding Focus

CC must treat each proposed edge as a hypothesis, not a fact. For every mechanism edge created, the description should answer three questions: what is the pathway, under what conditions does it hold, and what would falsify it. Edges without a plausible mechanism description are placeholders and must be revisited. The goal is a graph where every arrow is defensible, not merely plausible.

## Available Tactics

- counterfactual-reasoning — for each edge A→B, ask "if A were held constant, would B still change?" to stress-test the mechanism
- evidence-weighing — rank competing mechanism descriptions by the strength and independence of their supporting citations
- feedback-loop-detection — scan the emerging graph for cycles that would indicate feedback rather than one-way causation

## Budget Slice

| Metric | S | M | L |
|--------|---|---|---|
| Mechanism edges created | 10 | 25 | 50 |
| Mechanism descriptions | 5 | 15 | 30 |
| Evidence citations | 8 | 20 | 40 |

## State Ledger Template

```
| Metric                  | Target | Current | Status |
|-------------------------|--------|---------|--------|
| Mechanism edges created | S:10 / M:25 / L:50 | 0 | ⬜ |
| Mechanism descriptions  | S:5 / M:15 / L:30  | 0 | ⬜ |
| Evidence citations      | S:8 / M:20 / L:40  | 0 | ⬜ |
```

<HARD-GATE>
Cannot exit until 80% of budget met. Print state ledger before each iteration decision.
</HARD-GATE>

<!-- BEGIN available-tables (generated) -->

## Available Tactics

Optional, no fixed order; the final leaf is always a sop.

| Tactic | When to use |
| --- | --- |
| counterfactual-reasoning | Tactic for reasoning about what would happen if variables were different — supports causal identification and intervention analysis. |
| evidence-weighing | Tactic for assessing the strength and relevance of evidence for causal claims — distinguishes correlation from causation. |
| feedback-loop-detection | Tactic for identifying circular causation — detect feedback loops, classify as reinforcing or balancing, document loop structure. |

## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| mechanism-edge-creation | SOP for creating a causal mechanism edge — documents how one variable causes changes in another. |

<!-- END available-tables (generated) -->

Attribution

yogsoth-aiyogsoth-ai
View sourceMore from yogsoth-ai →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Competitor Analysis

This skill provides comprehensive analysis of competitor SEO and GEO strategies, revealing what's working in your market and identifying opportunities to outperform the competition.

1823 votes

Deep Research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review...

452202 votes

Paperclip Distill

Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a Paperclip source bundle for a project or root issue. Turn raw Paperclip activity into a wiki-insightful project page, decisions log, and history note. This skill exists specifically to replace the stiff, datestamp-heavy templated output that the deterministic distiller produces.

798221 votes

Academic Pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publi...

452201 votes

Exa Search

Semantic search, similar content discovery, and structured research using Exa API

304951 votes
View all in research →