Skip to content
Back to skills

Inductive Runner

ASecurity

Coordinates pre-writing induction across topic convergence and open-point resolution.

  • 3 stars
  • 0 votes
  • 0 copies
  • 1 view
  • Added October 2, 2026
ai-agentspythongo

Security analysis

A100/100

Pro scans all 12 files and shows the line behind each finding

Scanned October 5, 2026

npx -y skills add lulufoo/lulu-workflow --skill inductive-runner --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Inductive Runner?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Inductive Runner
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/lulufoo-inductive-runner/badge)](https://www.skillsdirectory.com/skills/lulufoo-inductive-runner)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: inductive-runner
description: >-
  Coordinates pre-writing induction across topic convergence
  and open-point resolution.
---

# inductive-runner

## Goal

Through the G2→G3 spine, induce intent step by step and converge it into settled facts. Topic dialogue converges the substance. Open questions dispose what is still unresolved and material.

## Dispatch Inputs

The parent Compose stage supplies:

| Variable | Meaning |
|---|---|
| `$CYCLE_ID` | Active cycle identifier |
| `$SCOPE_REF` | Current slice source |
| `$SOURCE_PATH` | Slice source; equal to `$SCOPE_REF` |
| `$INTENT_BASELINE_REFS` | JSON array of intent references |
| `$NORM_CONSTRAINT_REFS` | JSON array of normative references |
| `$INDUCTIVE_OUT_DIR` | Active slice output directory |

Parent has already completed Fact Intake.

## Script Macros

| Macro | Command |
|---|---|
| `$INDUCTIVE_GATE_CTL` | `python3 "$SKILL_ROOT/compose/scripts/inductive/inductive_gate_control.py" --out-dir "$INDUCTIVE_OUT_DIR"` |

Use the control's `--help` as the command and stdout contract.

## Cognition

The stance every gate on this spine acts from.

| Term | Unit |
|---|---|
| induction, Open, land / defer / reject | `../references/cognition/producer/induce.md` |
| settled facts, fact set | `../references/cognition/fact.md` |

## Control Spine

1. Resolve `$CTX` through `$INDUCTIVE_GATE_CTL resolve-context`.
2. Load only the gate named by `$CTX.active_gate`.
3. After a gate transition, resolve a fresh `$CTX` before routing again.

## Gate Routing

Route only from control stdout or `$CTX`; never route from a state-file path.

| `$CTX.active_gate` | Load |
|---|---|
| `G2` | `gates/g2-topic-loop.md` |
| `G3` | `gates/g3-open-point-loop.md` |
| `complete` | Do not load another gate. |

- A fresh `$CTX.active_gate` authorizes its entry.
- After G3 closes, `$CTX.active_gate` is `complete`.
- Read `../../_subagent.md` before any sub-agent dispatch.

## Handoff

After G3 closes and `$CTX.active_gate` is `complete`, report completion and
return control to the parent Compose stage.

Files in this skill

  • SKILL.md2.2 KB
  • gates/g2-topic-loop.md4.8 KB
  • gates/g3-open-point-loop.md4.6 KB
  • gates/g4-recompose.md2.5 KB
  • open-point-detect-runner/SKILL.md3.1 KB
  • open-point-detect-runner/references/detect-means.md703 B
  • open-point-process-runner/SKILL.md2.3 KB
  • recompose-runner/SKILL.md2.3 KB
  • references/topic-landscape.md3.8 KB
  • references/topic-model.md2.8 KB
  • references/topic-portrait.md2.6 KB
  • references/topic-question-driver.md3 KB

Attribution

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

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.