Lofn Story — Codex-backed narrator pipeline

SkillDev tools

Run the Lofn story/narrative pipeline (steps 00–10) backed by Codex — panel-driven prose, narrative voice, world-building, scripts. Use for stories, tales, narratives, flash fiction, scripts, or "write a story with the full pipeline". Expects a Phase-0/1 orchestrator packet from the `lofn` skill; if none exists, run `lofn` first. Do NOT use for images, music, video, or QA-only audits.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Lofn Story — Codex-backed narrator pipeline skill

What this skill tells your AI

The instructions your AI receives, as published by localsymmetry/lofn in .agents/skills/lofn-story/SKILL.md and read by ahel’s review.

⚖️ AUTHORITY (2026-07-01): the .claude/skills/ twin of this skill is the CANONICAL policy source; this Codex mirror binds to it and to .agents/skills/lofn/EXECUTION.md §8 (Policy Deltas — golden-output quarantine, no-skip/NON-CANONICAL, itemized packet, per-pair variation angles, judge separation, the publish bar, gate mid-bands). On any disagreement, the .claude file wins.

Produces narrative pieces at Lofn competition grade — distinctive voice, world-building, and emotional architecture, not generic AI prose. Depth lives in skills/story/; Codex is the engine (hybrid execution per .agents/skills/lofn/EXECUTION.md).

Before you start

  1. Confirm a Phase-0/1 packet exists (core_seed.md, 04_metaprompt.md, 05_pair_assignments.md, 06_narrator_handoff.md with the ICB / Panel Ledger, filled CREATIVE_CONTEXT.md). No packet → run lofn first.
  2. Read skills/story/OVERALL_PROMPT_TEMPLATE.md for the CREATIVE CONTEXT carrier and the story phase routing.
  3. Honor length intent from the brief — flash piece vs. full short story vs. script — and the human-subject ethics (vault/HUMAN_SUBJECT_STANDARD.md): draw themes from the world, invent the people.

Execution (hybrid)

Coordinator 00–05 inline, then 6 pairs as parallel subagents for 06–10. At every agent start inject the full startup packet from EXECUTION.md §3 — CREATIVE_CONTEXT.md verbatim, the handoff/assignment files, the current step contract, and the prior artifact where applicable. Default: 6 concept×medium pairs, each yielding distinct variations → rank → top picks. (Down-scale variations for long-form prose if the user wants one polished piece — confirm if unsure.)

Coordinator steps (inline)

StepFileArtifact
00skills/story/steps/00_Generate_Story_Aesthetics_And_Genres.mdstep00_aesthetics_and_genres.md
01skills/story/steps/01_Generate_Story_Essence_And_Facets.mdstep01_essence_and_facets.md
02skills/story/steps/02_Generate_Story_Concepts.mdstep02_concepts.md (12 concepts)
03skills/story/steps/03_Generate_Story_Artist_And_Critique.mdstep03_artist_and_critique.md
04skills/story/steps/04_Generate_Story_Medium.mdstep04_medium.md (form/voice/POV)
05skills/story/steps/05_Generate_Story_Refine_Medium.mdstep05_refine_medium.md6 pairs

Per-pair steps (parallel subagents, one chain per pair)

StepFilePer-pair artifact
06skills/story/steps/06_Generate_Story_Facets.mdpair_{NN}_step06_facets.md
07skills/story/steps/07_Generate_Story_Story_Guides.mdpair_{NN}_step07_story_guides.md (beats)
08skills/story/steps/08_Generate_Story_Generation.mdpair_{NN}_step08_generation.md (draft prose)
09skills/story/steps/09_Generate_Story_Artist_Refined.mdpair_{NN}_step09_artist_refined.md
10skills/story/steps/10_Generate_Story_Revision_Synthesis.mdpair_{NN}_step10_revision_synthesis.md

The story contract (hard gate)

Lead with seed/world, end with the checklist.

  • Guides direct; prose executes. Step-07 guides are compact beats (≈35–50 lines: voice, POV, world rules, the turn, the ache). Final prose (08–10) earns its length (≈150–300 lines, scaled to the request) — don't pad the guide into a draft.
  • Distinct voice per pair — the 6 pairs use 6 different narrative architectures (POV, tense, structure: epistolary, second-person, fragmented, nested-frame, oral-telling, prose-poetry continuity). Uniformity is a repair.
  • Show the world before the thesis — body/place/sensory pressure establishes authority before any idea; one precise concrete detail unlocks universal resonance (the specificity paradox).
  • Personality fidelity — prove which personality narrated it (diction, obsessions, signature move); the Hyper-Skeptics' Somatic Gate asks "could any competent writer have produced this, or is it unmistakably this voice?"
  • One bold choice per piece. No generic AI cadence; no shallow cultural pastiche.

QA & delivery

Run lofn-qa (structural + soul gate: voice distinctiveness, emotional architecture, world legibility, no thread loss). Rank by: voice strength → emotional landing → world coherence → originality → fit to the request. Save each selected piece per skills/lofn-core/OUTPUT.md (type: story); INDEX last.

Signals

GitHub stars
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Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
lofn-story
Source
github.com/localsymmetry/lofn