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planner-recipes

Reasoning patterns for the pi-vibehack Planner — hypothesis framing, falsifier writing, tree pruning heuristics, recall query crafting.

Skill by m4xx101

IndexedMIT★ 1
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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/m4xx101-planner-recipes

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About

Reasoning patterns for the pi-vibehack Planner — hypothesis framing, falsifier writing, tree pruning heuristics, recall query crafting.

Use cases: writing

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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

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  • ~/.claude/skills/planner-recipes

What's inside

Skill name
planner-recipes
Description
Reasoning patterns for the pi-vibehack Planner — hypothesis framing, falsifier writing, tree pruning heuristics, recall query crafting.
License
MIT
Instructions
23 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Planner Recipes

## Hypothesis framing

Good claim: "old-jboss.acme.example serves JBoss 6.1 with /jmx-console exposed without auth"
Bad claim: "JBoss might be vulnerable"

Good falsifier: "non-200 response on /jmx-console OR Server header does not match `JBoss-6.1`"
Bad falsifier: "vulnerability not present"

## Pruning heuristics

Prune when:
- A sibling node has reached `confirmed` and renders this branch redundant
- The falsifier triggered on the test
- The branch is out of scope (operator pinned)
- Depth ≥ 6 and confidence < 0.3 → prune; else confirm or dead-end

## Recall query crafting

Pull recall when expanding a node about a specific tech stack: query the `claim` field verbatim. The wire layer auto-injects, but explicit calls return more depth.

From m4xx101/pi-vibehack, MIT.

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Last commit (this folder)
May 1, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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planner-recipes skill. Agent Mart. https://agentmart.dev/skills/m4xx101-planner-recipes (last updated 2026-10-24)