chainforge

Chain-of-reasoning (spoken, ends in a decision) — a diagram is a formalized relationship structure, never decoration — never begin by drawing; determine what…

Skill by sancovp

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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Chain-of-reasoning (spoken, ends in a decision) — a diagram is a formalized relationship structure, never decoration — never begin by drawing; determine what exists, how it relates, what changes, what causes what, where the boundaries are, and what loops, and only then ask what it should look like; every visual primitive must possess an interpretable function.

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Skill name: chainforge
Description: Chain-of-reasoning (spoken, ends in a decision) — a diagram is a formalized relationship structure, never decoration — never begin by drawing; determine what exists, how it relates, what changes, what causes what, where the boundaries are, and what loops, and only then ask what it should look like; every visual primitive must possess an interpretable function.
License: MIT
Instructions: 24 lines in SKILL.md · view on GitHub

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SKILL.md

SKILL.md (first lines)

This is a **chain of reasoning (CoR)** — a SPOKEN, paragraphical reasoning chain that ends in a DECISION. Say it as a paragraph; keep the moves in order.

## CoR (custom syntax)
```rune
[RequirementParse] ⇒ [EntityExtraction] ⇒ [RelationTyping] ⇒ [BoundaryLayering] ⇒ [FlowTopology] ⇒ [GraphValidation] ⇒ [Render] ⇒ |LegibilityAudit|
```

## Say it as a paragraph, in order
State your reasoning as ONE paragraph that performs, in order, 8 moves: RequirementParse, EntityExtraction, RelationTyping, BoundaryLayering, FlowTopology, GraphValidation, Render, and finally converges on LegibilityAudit.
[RequirementParse: …the intended question…] → [EntityExtraction: …what exists…] → [RelationTyping: …how are those things related…] → [BoundaryLayering: …where are the boundaries…] → [FlowTopology: …what changes, what loops…] → [GraphValidation: …orphan nodes, ambiguous arrows…] → [Render: …topology before styling…] → [LegibilityAudit: …can a viewer infer the reading order…]

## Inner attention chain (use silently to generate the above)
# Attention chain — Chainforge
Attend, in order:
  1. RequirementParse
  2. EntityExtraction
  3. RelationTyping
  4. BoundaryLayering
  5. FlowTopology
  6. GraphValidation
  7. Render
Hold: LegibilityAudit  ← converge attention here, then act

From sancovp/chaincompiler, MIT.

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Last commit (this folder): Oct 23, 2026 (13 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License: MIT
Repository: github.com/sancovp/chaincompiler
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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chainforge skill. Agent Mart. https://agentmart.dev/skills/sancovp-chainforge (last updated 2026-10-24)

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