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Vc polarize

Skill vetcoders/vibecrafted/vibecrafted-core/vibecrafted_core/skills/vc-polarize

Vibecrafted. - The Founders' Framework | A marbles gameboard inspired convergence based coding system for shipping software with Al agents.

Install
npx -y skills add vetcoders/vibecrafted --skill vc-polarize

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What its author says it does

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WRITE step that strips back the marbles excess to one truth. Where the swarm of marble workers plastered every crack in deliberate over-application, polarize picks one axis, rejects the competing ones, and aligns runtime, tests, docs, artifacts, and public promises so they all agree. Gated on Loctree `loct prism` bands — `0..4 abort`, `5..8 memo`, `9..12 pass`, `13..15 doctrine`. Emits DoU / release handoff. Trigger phrases: "polarize", "vc-polarize", "wyostrz", "one sharp truth", "code smear", "prism score", "after marbles", "choose one axis", "decisive cut".

SKILL.md

12.2 KB, ~2.7k tokens by cl100k_base, as published. Nobody here has run it

<!-- fleet-imperative: v3 -->

Invocation for vc-polarize (launcher polarize)

Same three-path shape as the fleet, with this skill's literals — see the canonical Delegation Matrix:

PathLiteral for this skill
1. User-launched workervibecrafted polarize <agent>
2. Interactive/vc-polarize — execute in this session; use native subagents when required; do not externalize merely because a launcher exists
3. Agent-operatormay dispatch the worker form above via vc-dispatch / operator lines while preserving this skill's identity

Freer native on some runs ≠ abandon external fleet. vc-dispatch and vc-ship keep their own identities.

<!-- /fleet-imperative -->

vc-polarize — Decisive Cut After Marbles

The convergence WRITE step. Where vc-marbles says "plaster every crack in excess" and vc-audit says "falsify, never touch", this one says "strip back to one truth, reject the competing surfaces, align the world".


Operator Entry

Living Tree / Worktree Rule

Runs in the operator's current checkout and current branch. Do not move into a worktree unless explicitly asked. Re-read files before editing. See Living Tree Rule.

Canonical Orientation Gate

Before polarize runs, consume fresh vc-init evidence. Use Loctree:loctree (repo-view, focus, slice, impact, find, follow) to refresh the Code-Derived Application Map before grep / docs / "I remember" claims. Polarize is allowed to read recent marbles reports — this is deliberate. Workers stayed blind; polarize is the synthesis step that needs prior convergence evidence.

Standard launcher:

vibecrafted polarize codex --task 'marbles versus polarize skills: polarize them'
vc-polarize codex --task 'installer public contract'
vc-polarize claude --file /path/to/prism-pack.md
vibecrafted polarize agy --prompt 'Choose one launch thesis after marbles'

When --task is present, the runner executes a fresh prism preflight and only dispatches an agent for pass and doctrine bands:

loct prism --with-aicx \
  --task '<operator task>' \
  --task '<operator task> code truth' \
  --task '<operator task> product truth' \
  --json

--with-aicx is the default. --no-aicx only when explicitly needing a repo-only prism pack. --no-context-corpus skips optional retention pack emission. No --count. This is not another marbles engine.


Repository Work Doctrine

For repository work, start with Loctree as the map: use loct context, loct occurrences, loct body, and loct find --literal before broad manual search. Use AICX for intent and session context. Use rg/grep as fallback or local magnifier, not as a replacement for structural mapping. If Loctree fails or misses a surface, append feedback to ~/.vibecrafted/loctree/loctree-fail.md.

Purpose

vc-marbles establishes Code Truth by asking "what is still technically false, fragile, or untested?" — its swarm produces deliberate over-application across every crack.

vc-polarize establishes Product Truth by asking "which one concept or product boundary should now become authoritative?" — it strips the excess back to one axis and aligns surfaces.

The job is to collapse ambiguity into an explicit contract:

  • one boundary
  • one owner
  • one runtime proof path
  • one artifact / report truth
  • one public promise when the concept reaches users
  • explicit rejected alternatives

This skill does write code — but only to align surfaces with the chosen truth. It does not invent new surfaces. It cuts.


When To Use It

Use vc-polarize when:

  • a loct prism score lands in the pass (9..12) or doctrine (13..15) band
  • vc-marbles has converged but multiple viable truths remain
  • a concept or product surface is smeared across runtime, tests, docs, artifacts, and public copy
  • a release is blocked because public surfaces contradict each other

Do not use this skill when:

  • the prism score is abort (0..4) — stop, no polarize
  • the prism score is memo (5..8) — emit a local memo only, no dispatch
  • code is still technically false / fragile — that's vc-marbles
  • the spec just needs verification, not selection — that's vc-audit

Pipeline Position

vc-polarize is the decisive-cut WRITE step:

... → marbles (WRITE: excess) → audit (READ) → [POLARIZE: WRITE: cut] → dou (READ) → ...

Marbles produces the over-applied surface. Audit verifies what landed. Polarize strips back to one axis.


Core Vocabulary

Code Smear

A runtime or product concept whose truth is spread across many files, layers, docs, tests, artifacts, public surfaces, and operator memory. Smear is not automatically bad — it becomes dangerous when the spread creates competing truths.

Prism Score

Diagnostic score for how much a concept refracts across loct context --task framings. High prism score means:

  • one local slice will mislead future agents
  • the concept deserves a corpus entry
  • a polarization pass may be needed before release

It does not mean: bad code, CI failure, shame KPI, file-count penalty.

Polarization

The opposite motion from smear. Pick one axis / facet and make runtime, tests, docs, artifacts, and public surfaces agree.


Modes

Concept Mode

Use when an architectural / runtime concept is smeared. Examples: marbles lifecycle, release surface, installer public contract, research swarm synthesis, auth boundary, memory/search context.

Output: one concept contract and proof path.

Product Mode

Use when a product / public surface is smeared. Examples: too many audiences, split CTA, landing page disagreeing with install path, docs overpromising runtime, release brief lacking one shippable thesis.

Output: one product thesis and DoU / release handoff.


Prism Score Bands

Score each axis 0..3 (Spread, Runtime Centrality, Authority Diversity, Drift Risk, Closure Evidence). Total 0..15.

BandScore rangeAction
abort0..4Stop before agent dispatch. Show prism JSON path.
memo5..8Emit local memo + thin context-corpus example only. No dispatch.
pass9..12Run full polarize pass with prism payload injected.
doctrine13..15Run full doctrine pass with a regression-contract expectation.

Full axis criteria, lifecycle, gates, and context-corpus contract live in PROCEDURE.md.


Output Contract

Recommended artifacts:

$VIBECRAFTED_HOME/artifacts/<org>/<repo>/<YYYY_MMDD>/polarize/
  thesis.md
  concept-contract.md
  surface-map.json
  decision-ledger.md
  dou-handoff.md
  release-brief.md

If runtime has no dedicated polarize/ artifact directory yet, write only the normal injected report and include these sections inside it.

Report sections (mandatory order)

  1. Polarized Thesis — one sentence, no hedge words
  2. Modeconcept or product
  3. Prism Evidence — task framings, context pack paths, score axes
  4. Primary Boundary / Audience — what wins now
  5. Rejected Alternatives — what loses now, and why
  6. Runtime Proof — concrete repo / runtime evidence
  7. Surface Alignment — current claim/path → problem → chosen replacement
  8. Edits Made — if implementation was in scope
  9. Gates Run — commands, exit status, what they prove
  10. DoU Handoff — what DoU should audit next
  11. Release Handoff — what release can honestly ship and what remains blocked

Composition with adjacent skills

  • vc-init — required gate. Polarize without init evidence is blind.
  • vc-marbles — required upstream. Without marbles' excess to strip, polarize has nothing to cut.
  • vc-audit — adjacent READ-ONLY falsifier. Audit's verdict matrix can be a direct input to polarize when the question is "which UNVERIFIED claims to accept and which to reject?".
  • vc-dou — downstream READ-ONLY shipping readiness check. Polarize emits DoU handoff section.
  • vc-release — downstream WRITE for shipping. Polarize emits release brief.

Anti-Patterns

  • "Everyone can use it" framing (split audience never polarizes)
  • One more wrapper instead of one contract
  • Changing copy without runtime proof
  • Scoring file count instead of authority drift
  • Treating prism score as a CI failure / shame KPI
  • Treating old context packs as live code truth
  • Hiding a product choice behind technical cleanup
  • Averaging two viable axes instead of choosing one
  • Running polarize on abort / memo band (must dispatch only on pass / doctrine)
  • Continuing into DoU / hydrate / decorate / release without operator ask
  • Loading stale prism packs as authoritative

Finish Condition

After the polarize pass:

  • thesis written, single sentence
  • rejected alternatives recorded with reasons
  • surfaces aligned where runtime proof supports the chosen axis
  • gates green for touched surfaces
  • DoU + release handoffs written

Stop. Do not continue into DoU, hydrate, decorate, or release unless the operator explicitly asked for that chain.


Call to Action

Read PROCEDURE.md before your first polarize pass — it carries the full lifecycle, the prism axis scoring detail, the context-corpus contract, and the minimum-gates list. Then run a prism preflight, check the band, and only dispatch for pass / doctrine.


Closing Rail

=======================
Remember: polarize mode is permission to choose one truth, not
permission to invent new ones. The marbles flood is yours to strip,
not yours to extend. One thesis, rejected alternatives named, surfaces
aligned, gates green. Stop at the handoff.
( •̀ω•́ )✧
=======================

Suchar: Why does polarize never average two truths? Because the
average of two stars is dust.  (._.)

Verify before the handoff

Before you report "done", walk around the truck — see Verification Rule: run the REAL artifact (launch the app/binary, not just --version), re-verify runtime, never trust upstream verification as proof, and check your own check. Gates green ≠ works.

𝚅𝚒𝚋𝚎𝚌𝚛𝚊𝚏𝚝𝚎𝚍. with AI Agents by Vetcoders (c)2024-2026 LibraxisAI

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