lens-debate

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Run a structural-review debate between two lenses — lowy (volatility-based decomposition) and hickey (structural simplicity) — on the current diff. Each reviews independently, then they cross-examine every finding until they agree per-finding, and the agreed fixes are applied. Use when the user types `/lens-debate`, or asks to "have lowy and hickey review this", "run the lens debate", "debate this diff structurally", or "argue the structure of this PR until the lenses agree".

juspay By juspay schedule Updated 6/5/2026

name: lens-debate description: Run a structural-review debate between two lenses — lowy (volatility-based decomposition) and hickey (structural simplicity) — on the current diff. Each reviews independently, then they cross-examine every finding until they agree per-finding, and the agreed fixes are applied. Use when the user types /lens-debate, or asks to "have lowy and hickey review this", "run the lens debate", "debate this diff structurally", or "argue the structure of this PR until the lenses agree". argument-hint: "[] [--base ] [--max-rounds ] [--no-commit] [--no-apply] [--no-comment] [--with-police]"

Lowy ⇄ Hickey lens debate

Two structural reviewers argue your change to a settled conclusion. lowy (volatility-based decomposition — do boundaries encapsulate axes of change?) and hickey (structural simplicity — are independent concerns complected, or one thing fragmented?) each review the diff independently, then cross-examine every finding from both reviews until they agree on each one. The agreed fix findings are applied — each as its own commit — and the outcome is posted to the PR as a comment. You stay out of the middle: the script couriers schema-constrained dispositions between the lenses and decides when they agree.

This is the sibling of /codex-debate. Same engine (the Workflow tool), same "both sides emit structured JSON so agreement is detected in code, not by vibes," same "commits but never pushes or merges." The difference is who debates whom.

Why this shape

The structure was found by trial in #1109, and two parts of it are load-bearing:

  • Independent parallel review, then debate. lowy and hickey review the diff simultaneously and independently — neither sees the other's findings before forming its own. A first cut fed hickey a pre-curated "lowy finding" to rebut and it concluded drop — framing bias. Running the reviews independently in parallel made hickey raise the same issue on its own, flipping the verdict to fix. Curation biases the outcome; independent-then-debate does not. So the lenses never trust a handed-down finding list — each reads the source itself.

  • Both lenses run on Opus (overriding their model: sonnet frontmatter), as /be already requires for structural review.

  • The lowy lens runs Löwy's electricity probe. Beyond the generic "where's the boundary?", the lowy reviewer must name the receptacle (the stable interface consumers plug into), the volatile implementations behind it, whether the thing is "electricity" (a domain-agnostic utility) or an app concern, and where a consumer is forced to "expose the wires." This is not a second lens — a separate voice would double-count lowy and reintroduce the framing bias above. It's the same volatility vote with a sharper probe that reliably pulls structural review out of abstraction and into "what plugs into what" (the abstraction-without-grounding failure mode a lens debate is prone to). It earned its keep on a live run (#1111).

Why deadlock is not possible

Neither this skill nor /codex-debate has a deadlock exit — both run until consensus, as many rounds as it takes. But the reason convergence is safe to rely on is even stronger here. In /codex-debate the asymmetry is reviewer vs author: Claude wrote the code and carries an authorship stake, so in principle it could dig in and dispute a finding round after round (the loop trusts good-faith concession to break the tie, and aborts only on reviewer infrastructure failure).

Here both sides are disinterested third-party lenses applied to someone else's diff. Neither authored the code; neither has anything to defend. Their disagreements are not ego conflicts but framework-weighting differences ("is this worth fixing in this PR?") about a shared question with a knowable answer. Two good-faith analysts, each told to argue from the code and concede when the other is right, converge — there is no fixed position to defend. So there is no deadlock exit: the debate runs until consensus, as many rounds as it takes.

Three mechanics make that real rather than hopeful:

  1. Independent review (above) removes the up-front framing bias.
  2. Settled findings lock. The moment both lenses agree on a finding's disposition, it leaves the active set. The contested set is monotonically non-increasing — the debate can only shrink, never grow, so it can't oscillate a settled point back open.
  3. Sequential reveal. Within a round lowy posts first and hickey answers lowy's current positions, so the two land together instead of chasing each other's stale positions.

--max-rounds (default 12) is a pure safety backstop so a pathological oscillation can't run unbounded — not a deadlock cap. Reaching it is reported as unresolved (needs a human), never deadlock, and should essentially never happen between two good-faith lenses.

This skill requires Claude Code's Workflow tool (it is the engine). Under codex/opencode runtimes the skill is inert.

Arguments

Parse [<pr-number>] [--base <branch>] [--max-rounds <n>] [--no-commit] [--no-apply] [--no-comment] [--with-police]:

  • <pr-number> (optional): a PR to debate. If given, gh pr checkout <n> first and default the base to that PR's base branch. If omitted, debate the current branch's diff.
  • --base <branch>: ref to diff against. Always a remote-tracking ref, never a stale local branch. Default: origin/<PR base> when a PR number is given, else the repo default branch via git symbolic-ref --short refs/remotes/origin/HEAD (e.g. origin/master), used as-is. Fallback origin/master. Step 1 runs git fetch origin first. The workflow resolves this to the merge-base of base and HEAD and diffs against that, so the base branch's drift since the fork isn't reviewed as ours.
  • --max-rounds <n>: safety backstop on debate rounds. Default 12. Not a deadlock cap (see above) — raise it freely.
  • --no-commit: still apply the agreed fixes to the working tree, but leave them uncommitted for you to commit yourself. Default is to commit each fix individually (see below).
  • --no-apply: skip the Apply phase entirely — the debate still settles every finding, but the agreed fix plans are returned (the fixes field) instead of implemented. For callers that want to review or re-validate the change requests against a different tree before applying them themselves. Implies nothing about commenting; the comment then records the fixes as "handed off". (--no-commit is moot under --no-apply — nothing is implemented, so nothing is committed.)
  • --no-comment: don't post the debate summary to the PR. By default, when a PR exists, the summary IS posted as a PR comment (see step 3).
  • --with-police: fold in /code-police as a third, lower-weight voice. It runs in the parallel review and seeds findings into the debate, but does not get a vote in consensus — only lowy ⇄ hickey decide agreement. Off by default (in #1109 its findings largely duplicated the lens findings).

Steps

1. Resolve context

  • Determine repoPath (the worktree root, normally the cwd).
  • git fetch origin so the base remote-tracking ref is current.
  • Resolve base per the rules above (a remote-tracking ref like origin/master).
  • If a PR number was given, gh pr checkout <n> and confirm the branch.
  • Confirm a non-empty diff: git diff --stat <base>. If empty, say there's nothing to review and stop.

2. Run the debate Workflow

Invoke the Workflow tool pointing at this skill's committed script, passing context through args:

Workflow({
  scriptPath: ".claude/skills/lens-debate/debate.workflow.js",
  args: {
    repoPath: "<worktree root>",         // also the per-worktree scratch dir root
    base: "<base branch>",               // a remote-tracking ref, e.g. origin/master
    maxRounds: <n, default 12>,
    commit: <false only if --no-commit>,
    apply: <false only if --no-apply>,
    withPolice: <true only if --with-police>,
    rationale: "<optional author note on deliberate design decisions>",
    model: "<optional model override; defaults to opus>"
  }
})

The workflow runs in the background and notifies you when it completes. It runs three phases the user can watch via /workflows:

  • Reviewreview:lowy, review:hickey (and review:code-police with --with-police) in parallel, each independent.
  • Debate — alternating lowy:roundN / hickey:roundN until every finding is agreed. Agreed findings drop out of each subsequent round. Agreement on a fix means both lenses agree on the disposition and the plan — if they both say fix but propose different changes, the finding stays open until the plans converge too (so Apply never picks one lens's plan arbitrarily).
  • Apply — a single apply:all agent implements every agreed fix in one session and (unless --no-commit) commits each one individually, staging exactly that fix's changed files with a message carrying the debate context. One orientation for all fixes instead of a fresh implement+commit agent per finding. Skipped wholesale under --no-apply — the plans come back in fixes for the caller to apply.

When rationale is set, pull it from the PR/issue description (the deliberate design decisions the author wants the lenses to respect, e.g. a deliberate fail-open) so the lenses don't flag intentional choices.

Ephemeral scratch (commit-message files) lives under the gitignored, per-worktree <repoPath>/.lens-debate/, so parallel debates in different worktrees never collide and the scratch never shows up in the diff the lenses review. It returns:

{ status: "consensus" | "apply-incomplete" | "unresolved" | "clean",
  rounds, base, withPolice,
  settled,     // per-finding: id, origin, title, location, agreed disposition, plan, both reasonings
  unresolved,  // findings still contested at the backstop (empty on consensus)
  applied,     // [{ id, title, files, commit }] (empty under --no-apply)
  applyGaps,   // [{ id, reason }] agreed fixes that didn't cleanly land — empty unless status is "apply-incomplete"
  fixes,       // the agreed `fix` findings with converged plans — the caller's change requests under --no-apply
  reviews,     // each lens's independent findings
  history,     // per-round dispositions
  comment }    // the deterministically rendered PR comment body — post it VERBATIM (step 3)
  • consensus — every finding settled (the normal outcome).
  • clean — every lens found nothing worth raising.
  • apply-incomplete — the lenses converged, but the Apply phase didn't land every agreed fix cleanly: a fix was missing from the apply agent's output (so we can't confirm it was applied) or, in commit mode, was changed but returned no commit SHA (its per-fix commit didn't land). The offending fixes are in applyGaps. Any edits present stay in the working tree, but this is not a clean consensus — surface the gap and reconcile it (re-apply or commit the outstanding fix) before relying on the per-fix history. Do not report it as a plain consensus.
  • unresolved — the backstop was hit with findings still contested. Rare; needs a human. This is NOT a deadlock — the lenses simply didn't converge in the round budget; raise --max-rounds or adjudicate the listed findings.

3. Present the result

Report in chat (do not push or merge — the per-fix commits sit on the local branch for the human to review):

  • The outcome (status) and round count.

  • git log --oneline <base>..HEAD (the per-fix commits) and `git diff --stat

    ` so the user sees what the debate changed.
  • A per-finding table from settled: origin (lowy/hickey/police), title, location, agreed disposition (fix/drop), and the applied commit SHA for fixes.

  • On any unresolved finding, surface both lenses' final positions plainly so the human can adjudicate — do not pick a winner yourself.

  • Post the debate summary to the PR (default). When a PR exists and --no-comment was NOT passed, post the workflow's deterministically rendered comment verbatim — write it to a file and gh pr comment <pr> -F <file>:

    mkdir -p "$repoPath/.lens-debate"   # clean/all-drop/--no-commit runs never run the Apply commit step, so the dir may not exist yet
    printf '%s' "$comment" > "$repoPath/.lens-debate/comment.md"
    gh pr comment <pr> -F "$repoPath/.lens-debate/comment.md"
    

    The workflow returns comment already rendered — the ## [⚖️ Lowy ⇄ Hickey lens debate](https://kolu.dev/blog/hickey-lowy/) header with the outcome badge and round count, the independent per-lens finding counts, the applied fixes (with commit SHAs), the agreed no-change observations, and any unresolved findings with both lenses' positions. Posting the returned string (rather than re-improvising a table) keeps the comment a deterministic render of the debate outcome. This mirrors /codex-debate; --no-comment suppresses it.

Safety & notes

  • The lenses are read-only reviewers; only the Apply phase writes. lowy and hickey never edit code — they only emit dispositions. The sole writes to the tree come from the single apply:all agent implementing the agreed fixes (one session, one commit per finding) — not one agent per fix.
  • Commits, but never pushes or merges. Each agreed fix is committed locally (unless --no-commit) so the PR history reads as the debate's conclusions, but the skill never pushes or merges. Consensus means "both lenses agree on the disposition," not "ship it" — the human reviews the commits and pushes/merges.
  • No deadlock; bounded by a safety backstop. The loop runs to consensus. --max-rounds only prevents a pathological unbounded run; reaching it is reported as unresolved, not deadlock.
  • Parallel-safe. Ephemeral scratch lives under the gitignored, per-worktree <repoPath>/.lens-debate/, so debates on many worktrees run at once without clobbering each other.
  • Posts to the PR by default (unless --no-comment) — the point is to leave the structural-review trail on the PR.

Files

  • debate.workflow.js — the Workflow script (parallel review + the lock-and-converge debate loop + the apply phase).

The lenses read .claude/skills/{lowy,hickey}/SKILL.md (and .claude/skills/code-police/SKILL.md with --with-police) at runtime for their frameworks.

This is generated from .apm/skills/lens-debate/; edit the source there and run just ai::apm to regenerate.

ARGUMENTS: $ARGUMENTS

Install via CLI
npx skills add https://github.com/juspay/kolu --skill lens-debate
Repository Details
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