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

IndexedMIT

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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.

npx agentmarket install skill/sancovp-chainforge

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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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codeload.github.com · found in install command

Files it touches

~/.claude/skills/chainforge

What's inside

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

Files (1)

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 (4 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)