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Ultra Fusion
/** @jsxImportSource smithers-orchestrator */
/**
* Ultrafusion — N diverse agents do the same task blind, a fusion agent merges
* the best of all of them, and every lane is scored by how the fusion judged
* its contributions.
*
* The pattern (generalized from the Operation Ferric round-4 bake-off):
* frame (fusion agent writes the lane brief + deliverable contract)
* → 4 parallel LANES, one isolated <Worktree> each, IDENTICAL brief,
* anonymized as A/B/C/D (permutation derived from the runId)
* → FUSION: the main agent (default Fable) merges the best of all lanes.
* BLIND: the fusion prompt contains only anonymized lane content; lane
* reports are instructed not to self-identify; the letter→model roster
* is persisted only AFTER fusion completes.
* → SCORING: per lane, from the fusion's adjudication of each discrete
* finding — unique-accepted +3, shared-accepted +1, rejected-weak −1,
* rejected-wrong −3.
* → artifact assembly (fused report + scores.json on disk), last output.
*
* Input: { prompt (the task), slug?, laneTimeoutHours?, fusionModel? }.
* Lanes: OpenCode/Kimi-K3, Claude Fable, Claude Opus, Codex Sol.
*/
import { existsSync, mkdirSync, readFileSync, writeFileSync, realpathSync } from "node:fs";
import { join } from "node:path";
import { tmpdir } from "node:os";
import {
createSmithers,
ClaudeCodeAgent,
CodexAgent,
OpenCodeAgent,
Sequence,
Parallel,
Worktree,
Aspects,
UI,
} from "smithers-orchestrator";
import { z } from "zod";
/* ────────────────────────────── schemas ──────────────────────────────── */
const { Workflow, Task, smithers, outputs } = createSmithers({
input: z.object({
prompt: z.string().nullish(), // the task every lane performs
slug: z.string().nullish(), // artifact/worktree naming
laneTimeoutHours: z.number().int().nullish(), // default 5, max 8
fusionModel: z.string().nullish(), // default claude-fable-5
}),
ufBrief: z.object({
briefMarkdown: z.string().min(300), // the normalized lane brief
deliverableSpec: z.string().min(150), // exact deliverable + findings contract
}),
ufLane: z.object({
laneId: z.string().min(1), // anonymous letter A–D
reportPath: z.string().min(4), // full report.md inside the lane worktree
summaryMarkdown: z.string().min(200), // executive summary (fusion reads this first)
findings: z.string().min(2), // JSON [{id,title,claim,severity,area}]
}),
ufFusion: z.object({
fusedPath: z.string().min(4),
fusedMarkdown: z.string().min(500),
adjudications: z.string().min(2), // JSON [{findingId,verdict,note}] covering EVERY lane finding
}),
ufRoster: z.object({ mapping: z.string().min(2) }), // JSON letter→{agentKey,model}; written after fusion
ufScore: z.object({
laneId: z.string().min(1),
agentKey: z.string().min(2),
model: z.string().min(2),
uniqueAccepted: z.number().int(),
sharedAccepted: z.number().int(),
rejectedWeak: z.number().int(),
rejectedWrong: z.number().int(),
points: z.number().int(),
verdictNote: z.string().min(5),
}),
ufArtifact: z.object({
dir: z.string().min(4),
fusedPath: z.string().min(4),
ranking: z.string().min(2), // human-readable leaderboard
}),
});
/* ────────────────────────────── agents ───────────────────────────────── */
// All lanes need autonomous-run flags or a detached run stalls at the first
// tool call. Escalation/identity notes stay OUT of lane prompts (blind fusion).
const LANES: Array<{ key: string; model: string; agent: any }> = [
{
key: "kimi-opencode",
model: "kimi-for-coding/k3-256k",
agent: new OpenCodeAgent({ model: "kimi-for-coding/k3-256k", yolo: true }),
},
{
key: "claude-fable",
model: "claude-fable-5",
agent: new ClaudeCodeAgent({ model: "claude-fable-5", permissionMode: "bypassPermissions", dangerouslySkipPermissions: true }),
},
{
key: "claude-opus",
model: "claude-opus-4-8",
agent: new ClaudeCodeAgent({ model: "claude-opus-4-8", permissionMode: "bypassPermissions", dangerouslySkipPermissions: true }),
},
{
key: "codex-sol",
model: "gpt-5.6-sol",
agent: new CodexAgent({ model: "gpt-5.6-sol", sandbox: "danger-full-access", dangerouslyBypassApprovalsAndSandbox: true, skipGitRepoCheck: true }),
},
];
const LETTERS = ["A", "B", "C", "D"] as const;
/**
* Worktree root, resolved through symlinks. On macOS `/tmp` is a symlink to
* `/private/tmp`: a jj workspace created under the symlinked path fails
* smithers' worktree root check (git resolves `/private/tmp/…` while the check
* compares `/tmp/…`) with WORKTREE_CREATE_FAILED. `os.tmpdir()` avoids that but
* points at the per-user `/var/folders/…` dir macOS periodically reaps, which a
* multi-hour lane cannot rely on. Resolve `/tmp` itself: stable on both.
*/
const TMP_ROOT = (() => {
try { return realpathSync("/tmp"); }
catch { return realpathSync(tmpdir()); }
})();
function fusionAgentFor(model: string) {
return new ClaudeCodeAgent({ model, permissionMode: "bypassPermissions", dangerouslySkipPermissions: true });
}
/* ────────────────────────────── helpers ──────────────────────────────── */
function cfg(ctx: any) {
const prompt = ctx.input?.prompt ?? "";
if (prompt.trim().length < 20) {
throw new Error("ULTRAFUSION_NO_PROMPT: pass the task via --input '{\"prompt\":\"...\"}' (≥20 chars).");
}
const slug = (ctx.input?.slug ?? "task").replace(/[^a-zA-Z0-9-]/g, "-").slice(0, 40);
const hours = Math.min(8, Math.max(1, ctx.input?.laneTimeoutHours ?? 5));
return {
prompt,
slug,
laneTimeoutMs: hours * 3_600_000,
fusionModel: ctx.input?.fusionModel ?? "claude-fable-5",
// Stable within the run (and across resume); varies across runs.
// realpath the tmp base: on macOS /tmp is a symlink to /private/tmp, and a
// jj workspace created under the symlinked path fails smithers' worktree
// root check (git resolves /private/tmp/..., the check compares /tmp/...)
// with WORKTREE_CREATE_FAILED. Pass the resolved path so both agree.
dir: join(TMP_ROOT, "ultrafusion", `${slug}-${String(ctx.runId).replace(/[^a-zA-Z0-9]/g, "").slice(-8)}`),
};
}
/** Deterministic letter→lane permutation from the runId: blind assignment that
* is stable across resume but varies run to run (defeats positional habits). */
function permutation(runId: string): number[] {
let h = 0;
for (const ch of String(runId)) h = (h * 31 + ch.charCodeAt(0)) >>> 0;
const idx = [0, 1, 2, 3];
for (let i = idx.length - 1; i > 0; i--) {
h = (h * 1103515245 + 12345) >>> 0;
const j = h % (i + 1);
[idx[i], idx[j]] = [idx[j], idx[i]];
}
return idx;
}
const parseJson = (s: unknown, fallback: any) => {
try { return typeof s === "string" ? JSON.parse(s) : (s ?? fallback); }
catch { return fallback; }
};
const NO_IDENTITY =
"Anonymity contract: your report will be judged blind against other anonymous lanes. " +
"Do NOT identify your model, vendor, product name, or tooling anywhere in your output " +
"or files. Refer to yourself only as your lane letter.";
/* ────────────────────────────── workflow ─────────────────────────────── */
export default smithers((ctx) => {
const c = cfg(ctx);
const perm = permutation(ctx.runId);
const fusion = fusionAgentFor(c.fusionModel);
const brief = ctx.outputMaybe(outputs.ufBrief, { nodeId: "frame" });
const laneRows = LETTERS
.map((L) => ctx.outputMaybe(outputs.ufLane, { nodeId: `lane-${L}` }))
.filter(Boolean) as any[];
const fusionRow = ctx.outputMaybe(outputs.ufFusion, { nodeId: "fusion" });
const roster = ctx.outputMaybe(outputs.ufRoster, { nodeId: "roster" });
return (
<Workflow name="ultrafusion">
<UI entry="../ui/ultrafusion.tsx" />
<Aspects tokenBudget={{ max: 80_000_000, onExceeded: "warn" }}>
<Sequence>
{/* 1 · Frame: the fusion agent normalizes the raw prompt into one
identical lane brief + a findings contract that makes four
independent outputs comparable and adjudicable. */}
<Task id="frame" output={outputs.ufBrief} agent={fusion} timeoutMs={1_800_000}>
{`You are framing a blind multi-agent "Ultrafusion" round. Turn the task below into
(1) briefMarkdown — the complete, self-contained brief every lane executes IDENTICALLY (keep every
requirement of the task; do not narrow scope), and
(2) deliverableSpec — the exact deliverable contract: each lane writes report.md at the root of its
own worktree (plus any poc/ subfolder work it builds), and returns a summary plus 8–25 DISCRETE
findings as JSON [{id, title, claim, severity: "critical"|"major"|"minor"|"info", area}] where each
finding is a single verifiable claim (one idea per finding — they will be individually accepted or
rejected by a blind judge). Include the anonymity rule: lanes must not identify their model or vendor.
THE TASK:
${c.prompt}`}
</Task>
{/* 2 · Four blind lanes, one isolated worktree each. */}
{brief ? (
<Parallel id="lanes" subtreeConcurrency={4}>
{LETTERS.map((L, i) => {
const lane = LANES[perm[i]];
return (
<Worktree key={L} id={`wt-${L}`} path={`${c.dir}/lane-${L}`} branch={`uf/${c.slug}-${L}`} baseBranch="main">
<Task id={`lane-${L}`} output={outputs.ufLane} agent={lane.agent} continueOnFail timeoutMs={c.laneTimeoutMs}>
{`You are lane ${L} of an Ultrafusion round. Work INDEPENDENTLY in this worktree (your cwd).
You may spawn subagents, build proof-of-concepts under poc/, and take the time the task deserves.
Do not read other lanes' directories. ${NO_IDENTITY}
${brief.briefMarkdown}
DELIVERABLE CONTRACT (binding):
${brief.deliverableSpec}
Write the full report to report.md in the worktree root. Return
{ laneId: "${L}", reportPath: "<absolute path to report.md>", summaryMarkdown, findings }
where findings is the JSON array from the contract with ids prefixed "${L}-" (e.g. "${L}-F1").`}
</Task>
</Worktree>
);
})}
</Parallel>
) : null}
{/* 3 · Guard: fusion needs at least two surviving lanes. Mounted only
once the lanes exist in the graph. */}
{brief ? (
<Task id="quorum" output={outputs.ufRoster} dependsOn={["lane-A", "lane-B", "lane-C", "lane-D"]}>
{() => {
if (laneRows.length < 2) {
throw new Error(`ULTRAFUSION_INSUFFICIENT_LANES: only ${laneRows.length}/4 lanes produced output; nothing meaningful to fuse.`);
}
return { mapping: JSON.stringify({ quorum: laneRows.map((r) => r.laneId) }) };
}}
</Task>
) : null}
{/* 4 · Blind fusion: anonymized content only. The roster is not
persisted yet; judge content, never authorship. */}
{brief && ctx.outputMaybe(outputs.ufRoster, { nodeId: "quorum" }) ? (
<Task id="fusion" output={outputs.ufFusion} agent={fusion} timeoutMs={10_800_000}>
{`You are the fusion judge of a blind Ultrafusion round. ${laneRows.length} anonymous lanes
(${laneRows.map((r: any) => r.laneId).join(", ")}) independently executed the same brief. Lanes are
anonymized by letter; do NOT attempt to identify which model produced which lane — judge content only.
THE BRIEF THEY EXECUTED:
${brief?.briefMarkdown ?? ""}
PER-LANE MATERIAL (summaries below; read each lane's FULL report.md and any poc/ evidence at its path):
${laneRows.map((r: any) => `--- lane ${r.laneId} (full report: ${r.reportPath}) ---
${r.summaryMarkdown}
findings: ${r.findings}`).join("\n\n")}
Produce:
1. fusedMarkdown — the single best-of-all deliverable: merge the strongest material from every lane,
resolve contradictions on the evidence (read the reports and any POCs; re-verify surprising claims
against the primary sources they cite), and organize it as the definitive answer to the brief.
Write it to ${c.dir}/fusion.md as well (fusedPath).
2. adjudications — JSON covering EVERY finding id from every lane:
[{ findingId, verdict: "unique-accepted" | "shared-accepted" | "rejected-weak" | "rejected-wrong", note }]
- unique-accepted: made the fused result AND no other lane found it.
- shared-accepted: made the fused result; one or more other lanes found substantially the same thing.
- rejected-weak: not wrong, but not fused (vague, minor, unsupported, out of scope).
- rejected-wrong: factually incorrect or misleading — say why in note.
Be honest and specific; the note is the audit trail. Do not soften rejections.
Return { fusedPath: "${c.dir}/fusion.md", fusedMarkdown, adjudications }.`}
</Task>
) : null}
{/* 5 · Unblind: persist the roster only after fusion has decided. */}
{fusionRow ? (
<Task id="roster" output={outputs.ufRoster}>
{() => ({
mapping: JSON.stringify(
Object.fromEntries(LETTERS.map((L, i) => [L, { agentKey: LANES[perm[i]].key, model: LANES[perm[i]].model }])),
),
})}
</Task>
) : null}
{/* 6 · Comparative scoring, derived from the blind adjudication. */}
{fusionRow && roster
? LETTERS.map((L) => (
<Task key={L} id={`score-${L}`} output={outputs.ufScore}>
{() => {
const map = parseJson(roster.mapping, {})[L] ?? { agentKey: "unknown", model: "unknown" };
const laneRow = laneRows.find((r: any) => r.laneId === L);
const adj = (parseJson(fusionRow.adjudications, []) as any[]).filter(
(a) => typeof a?.findingId === "string" && a.findingId.startsWith(`${L}-`),
);
const count = (v: string) => adj.filter((a) => a.verdict === v).length;
const u = count("unique-accepted");
const s = count("shared-accepted");
const w = count("rejected-weak");
const x = count("rejected-wrong");
const points = laneRow ? 3 * u + s - w - 3 * x : -10; // a dead lane scores below any live one
return {
laneId: L,
agentKey: map.agentKey,
model: map.model,
uniqueAccepted: u,
sharedAccepted: s,
rejectedWeak: w,
rejectedWrong: x,
points,
verdictNote: laneRow
? `${adj.length} findings adjudicated: ${u} unique, ${s} shared, ${w} weak, ${x} wrong`
: "lane produced no output (failed or timed out)",
};
}}
</Task>
))
: null}
{/* 7 · Artifact assembly — last node, so its row is the run output. */}
{fusionRow && roster ? (
<Task id="artifact" output={outputs.ufArtifact} dependsOn={["score-A", "score-B", "score-C", "score-D"]}>
{() => {
mkdirSync(c.dir, { recursive: true });
if (!existsSync(join(c.dir, "fusion.md"))) writeFileSync(join(c.dir, "fusion.md"), fusionRow.fusedMarkdown);
const scores = LETTERS.map((L) => ctx.outputMaybe(outputs.ufScore, { nodeId: `score-${L}` })).filter(Boolean) as any[];
const ranked = [...scores].sort((a, b) => b.points - a.points);
writeFileSync(join(c.dir, "scores.json"), JSON.stringify({ roster: parseJson(roster.mapping, {}), scores: ranked }, null, 2));
return {
dir: c.dir,
fusedPath: join(c.dir, "fusion.md"),
ranking: ranked.map((r, i) => `${i + 1}. lane ${r.laneId} (${r.agentKey}) ${r.points}pts [${r.verdictNote}]`).join("\n"),
};
}}
</Task>
) : null}
</Sequence>
</Aspects>
</Workflow>
);
});
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