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.
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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
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Invocation for
vc-polarize(launcherpolarize)Same three-path shape as the fleet, with this skill's literals — see the canonical Delegation Matrix:
Path Literal for this skill 1. User-launched worker vibecrafted polarize <agent>2. Interactive /vc-polarize— execute in this session; use native subagents when required; do not externalize merely because a launcher exists3. Agent-operator may dispatch the worker form above via vc-dispatch/ operator lines while preserving this skill's identity
<!-- /fleet-imperative -->Freer native on some runs ≠ abandon external fleet.
vc-dispatchandvc-shipkeep their own identities.
vc-polarize — Decisive Cut After Marbles
The convergence WRITE step. Where
vc-marblessays "plaster every crack in excess" andvc-auditsays "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 prismscore lands in thepass(9..12) ordoctrine(13..15) band vc-marbleshas 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.
| Band | Score range | Action |
|---|---|---|
| abort | 0..4 | Stop before agent dispatch. Show prism JSON path. |
| memo | 5..8 | Emit local memo + thin context-corpus example only. No dispatch. |
| pass | 9..12 | Run full polarize pass with prism payload injected. |
| doctrine | 13..15 | Run 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)
- Polarized Thesis — one sentence, no hedge words
- Mode —
conceptorproduct - Prism Evidence — task framings, context pack paths, score axes
- Primary Boundary / Audience — what wins now
- Rejected Alternatives — what loses now, and why
- Runtime Proof — concrete repo / runtime evidence
- Surface Alignment — current claim/path → problem → chosen replacement
- Edits Made — if implementation was in scope
- Gates Run — commands, exit status, what they prove
- DoU Handoff — what DoU should audit next
- 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/memoband (must dispatch only onpass/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.
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