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THE DECISION TRACE (2026-08-01)
A reviewing scientist asked for "a function where the entire decision
process is shown" β numbered steps, each with an objective, a rationale, a
status and a result. The cockpit rail already renders every one of those
events. It renders them as a river: ten minutes into a run, "what did it
actually do, and why did it do that" is unanswerable, because the answer
scrolled off the top and the transcript is interleaved with prose.
So this invents no instrumentation. Every field below comes out of the
orchestrator's existing event stream (dee/core/orchestrator.py `_emit`):
kind fields this file reads
ββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
user text β the goal, or a mid-run correction
text text β the model's own words BEFORE a call,
which is the only honest "rationale"
available β see _pendingWhy
plan steps[{step,status}]β the agent's own decomposition
tool_call id,name,verb,args,at
tool_result id,ok,summary,error,at
ask question,options
compacted note
error error
checkpoint / done β run outcome, not a step
Two things this deliberately does NOT do:
β’ It does not time steps in the browser. Every event carries a server
`at` (unix seconds, 3dp), so a step's duration is result.at β call.at β
real, and still correct after a reload replays the run from seq 0. A
client-side stopwatch would show nothing on replay, or worse, show the
replay's own duration and pass it off as the step's.
β’ It does not synthesise a reason. If the model said nothing before a
call, the row says so and offers the active plan step instead, labelled
as the plan rather than quoted as the model's reasoning.
Public surface (cockpit.js is the only caller):
TDTrace.push(ev) one orchestrator event, in order
TDTrace.reset() new/switched run
TDTrace.setMeta({...}) cost + context + status from the poll
TDTrace.count() number of steps, for the entry-point button
TDTrace.open/close/toggle/isOpen
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ */
(function () {
"use strict";
/* ββ state βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ */
var entries = []; // ordered trace entries (see push)
var byId = {}; // tool_call id β its entry
var goal = "";
var meta = { cost: 0, ctxUsed: 0, ctxLimit: 0, status: "" };
var planRev = 0;
var lastPlan = null; // most recent plan steps, for the fallback reason
var pendingWhy = []; // assistant prose since the previous step
var els = null;
var isOpen = false;
function esc(s) {
return String(s == null ? "" : s)
.replace(/&/g, "&").replace(/</g, "<").replace(/>/g, ">")
.replace(/"/g, """);
}
/* ββ ingest ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ */
/* Never let a malformed event break the rail. applyEvent calls this
inline, so a throw here would kill the transcript too. */
function push(ev) {
try { _push(ev); } catch (e) { /* a trace row is never worth a dead run */ }
if (isOpen) render();
}
function _push(ev) {
if (!ev || !ev.kind) return;
switch (ev.kind) {
case "user":
// The FIRST user turn is the goal; everything after it is a
// course correction, and which one it was is exactly what a
// reader of a finished run needs to know.
if (!goal) { goal = ev.text || ""; return; }
pendingWhy = [];
entries.push({ t: "steer", label: "Course correction",
text: ev.text || "" });
return;
case "text":
if (ev.text) pendingWhy.push(String(ev.text));
return;
case "plan":
planRev++;
lastPlan = ev.steps || [];
entries.push({ t: "plan", rev: planRev, steps: lastPlan.slice() });
pendingWhy = [];
return;
case "tool_call": {
var e = {
t: "tool",
id: ev.id || "",
name: ev.name || "",
verb: ev.verb || ev.name || "step",
args: ev.args || {},
at: typeof ev.at === "number" ? ev.at : null,
status: "run",
why: pendingWhy.join("\n\n").trim(),
// Snapshot the plan step that was active AT THIS MOMENT.
// Reading it later would attribute a step to whatever the
// plan says now, which is a different claim.
planStep: _activePlanStep(),
};
pendingWhy = [];
entries.push(e);
if (e.id) byId[e.id] = e;
return;
}
case "tool_result": {
var target = ev.id ? byId[ev.id] : null;
if (!target) {
// A result with no matching call (older transcript, or a
// truncated replay). Record it rather than dropping it.
target = { t: "tool", name: ev.name || "", verb: ev.name || "step",
args: {}, at: null, why: "", planStep: "" };
entries.push(target);
}
target.status = ev.ok ? "ok" : "fail";
target.summary = ev.summary || "";
target.error = ev.error || "";
target.resultKind = ev.result_kind || "";
target.endAt = typeof ev.at === "number" ? ev.at : null;
return;
}
case "ask":
entries.push({ t: "ask", question: ev.question || "",
options: ev.options || [] });
pendingWhy = [];
return;
// The runtime stopped a call that would change the user's data and
// handed the decision over. In a record of "what did it do and
// why", that is not a footnote β it is the moment a human decided,
// and the reason a later step either exists or doesn't. The
// tool row itself is already in `entries` (tool_call is emitted
// before the gate), so this marks WHY it is sitting there
// unfinished until the answer lands.
case "confirm":
if (ev.id && byId[ev.id]) byId[ev.id].status = "held";
entries.push({ t: "confirm", id: ev.id || "",
verb: ev.verb || ev.name || "this action",
detail: ev.detail || "" });
pendingWhy = [];
return;
case "compacted":
entries.push({ t: "compacted", note: ev.note || "" });
return;
// A sequence was removed from a reply because it traced to
// nothing this run retrieved. In a methods record this is the
// opposite of a footnote: it is the runtime documenting that the
// agent tried to answer from memory and was not allowed to.
case "provenance":
entries.push({ t: "provenance",
withheld: ev.withheld || [] });
return;
case "error":
entries.push({ t: "error", text: ev.error || "" });
return;
case "checkpoint":
meta.checkpoint = true;
return;
case "done":
meta.done = true;
return;
default:
return;
}
}
function _activePlanStep() {
if (!lastPlan || !lastPlan.length) return "";
for (var i = 0; i < lastPlan.length; i++) {
if (lastPlan[i].status === "active") return lastPlan[i].step || "";
}
for (var j = 0; j < lastPlan.length; j++) {
if ((lastPlan[j].status || "pending") === "pending") return lastPlan[j].step || "";
}
return "";
}
function reset() {
entries = []; byId = {}; goal = ""; planRev = 0; lastPlan = null;
pendingWhy = [];
meta = { cost: 0, ctxUsed: 0, ctxLimit: 0, status: "" };
if (isOpen) render();
}
function setMeta(m) {
if (!m) return;
if (typeof m.cost === "number") meta.cost = m.cost;
if (typeof m.ctxUsed === "number") meta.ctxUsed = m.ctxUsed;
if (typeof m.ctxLimit === "number") meta.ctxLimit = m.ctxLimit;
if (typeof m.status === "string") meta.status = m.status;
if (typeof m.title === "string") meta.title = m.title;
if (isOpen) render();
}
function count() {
return entries.length;
}
/* ββ formatting ββββββββββββββββββββββββββββββββββββββββββββββββββββββ */
function secs(a, b) {
if (typeof a !== "number" || typeof b !== "number") return "";
var d = Math.max(0, b - a);
if (d < 60) return (d < 10 ? d.toFixed(1) : Math.round(d)) + "s";
return Math.floor(d / 60) + "m " + Math.round(d % 60) + "s";
}
/* Arguments the agent actually passed. The server already strips
`sequence` before emitting, so nothing here can leak a construct; the
remaining values are short scalars (gene, organism, k, host). Anything
structured is summarised rather than dumped β a trace row is a record,
not a JSON viewer. */
function argRows(args) {
var keys = Object.keys(args || {});
if (!keys.length) return "";
var out = "";
for (var i = 0; i < keys.length; i++) {
var k = keys[i], v = args[k];
var txt;
if (v == null) continue;
if (Array.isArray(v)) txt = v.length + " item" + (v.length === 1 ? "" : "s");
else if (typeof v === "object") txt = "(object)";
else {
txt = String(v);
if (txt.length > 160) txt = txt.slice(0, 160) + "β¦";
}
out += "<dt>" + esc(k) + "</dt><dd>" + esc(txt) + "</dd>";
}
return out ? '<dl class="td-step-kv">' + out + "</dl>" : "";
}
function argSummary(args) {
var order = ["gene_symbol", "organism", "text", "target", "host", "property", "k"];
var bits = [];
for (var i = 0; i < order.length; i++) {
var v = (args || {})[order[i]];
if (v == null || typeof v === "object") continue;
var s = String(v);
if (!s || s.length > 48) continue;
bits.push(order[i] === "k" ? "k=" + s : s);
}
return bits.join(" Β· ");
}
// "held" is not "running". A step waiting on the user has not stalled and
// is not costing anything β saying "running" next to it would misreport
// the one state where nothing is happening on purpose.
var STATUS_WORD = { ok: "done", fail: "failed", run: "running",
held: "waiting on you" };
function toolRow(e, n) {
var cls = e.status === "ok" ? "td-step--ok"
: e.status === "fail" ? "td-step--fail" : "td-step--run";
var el = secs(e.at, e.endAt);
var args = argSummary(e.args);
var why = e.why
? '<p>' + esc(e.why) + "</p>"
: (e.planStep
? '<p class="td-muted">The model called this without narrating it. '
+ "The plan step active at the time was: " + esc(e.planStep) + "</p>"
: '<p class="td-muted">The model called this without narrating it, '
+ "and no plan was set.</p>");
var result;
if (e.status === "held") {
result = '<p class="td-muted">Not run β this one changes your saved '
+ "work, so it is waiting for you to approve it.</p>";
} else if (e.status === "run") {
result = '<p class="td-muted">Still running.</p>';
} else if (e.status === "fail") {
result = "<p>" + esc(e.error || "Failed.") + "</p>"
+ (e.resultKind ? '<p class="td-muted">' + esc(e.resultKind) + "</p>" : "");
} else {
result = e.summary ? "<p>" + esc(e.summary) + "</p>"
: '<p class="td-muted">Completed; the tool returned no summary line.</p>';
}
return '<li class="td-step ' + cls + '"><details><summary>'
+ '<span class="td-step-n">' + n + "</span>"
+ '<span class="td-step-main">'
+ '<span class="td-step-obj">' + esc(e.verb) + "</span>"
+ (args ? '<span class="td-step-args">' + esc(args) + "</span>" : "")
+ "</span>"
+ '<span class="td-step-status">' + esc(STATUS_WORD[e.status] || e.status) + "</span>"
+ '<span class="td-step-t">' + esc(el) + "</span>"
+ "</summary>"
+ '<div class="td-step-detail">'
+ '<p class="td-step-lbl">Objective</p><p>' + esc(e.verb)
+ (e.name ? " β tool <code>" + esc(e.name) + "</code>" : "") + "</p>"
+ '<p class="td-step-lbl">Rationale</p>' + why
+ (argRows(e.args) ? '<p class="td-step-lbl">Inputs</p>' + argRows(e.args) : "")
+ '<p class="td-step-lbl">Result</p>' + result
+ "</div></details></li>";
}
function plainRow(n, title, sub, body, cls) {
return '<li class="td-step ' + (cls || "") + '"><details><summary>'
+ '<span class="td-step-n">' + n + "</span>"
+ '<span class="td-step-main"><span class="td-step-obj">' + esc(title) + "</span>"
+ (sub ? '<span class="td-step-args">' + esc(sub) + "</span>" : "")
+ "</span>"
+ '<span class="td-step-status">note</span>'
+ '<span class="td-step-t"></span>'
+ "</summary>"
+ '<div class="td-step-detail">' + body + "</div></details></li>";
}
var PLAN_GLYPH = { done: "β", active: "βΈ", skipped: "β", pending: "β" };
function planRow(e, n) {
var items = "";
for (var i = 0; i < e.steps.length; i++) {
var st = e.steps[i].status || "pending";
items += '<li class="td-plan--' + esc(st) + '">'
+ '<span class="td-plan-g">' + (PLAN_GLYPH[st] || "β") + "</span>"
+ "<span>" + esc(e.steps[i].step || "") + "</span></li>";
}
var done = 0;
for (var j = 0; j < e.steps.length; j++) if (e.steps[j].status === "done") done++;
return plainRow(
n,
e.rev === 1 ? "Set out a plan" : "Revised the plan (revision " + e.rev + ")",
e.steps.length + " step" + (e.steps.length === 1 ? "" : "s") + " Β· " + done + " done",
'<p class="td-step-lbl">Plan at this point</p><ul class="td-plan">' + items + "</ul>");
}
function render() {
if (!els) return;
var rows = "";
var n = 0;
for (var i = 0; i < entries.length; i++) {
var e = entries[i];
n++;
if (e.t === "tool") rows += toolRow(e, n);
else if (e.t === "plan") rows += planRow(e, n);
else if (e.t === "steer") {
rows += plainRow(n, "You steered the run", "",
'<p class="td-step-lbl">What you said</p><p>' + esc(e.text) + "</p>"
+ '<p class="td-step-lbl">Effect</p><p class="td-muted">Applied at the '
+ "next step boundary, so at most one tool call was already in flight.</p>");
} else if (e.t === "ask") {
rows += plainRow(n, "Asked you a question", "run parked",
'<p class="td-step-lbl">Question</p><p>' + esc(e.question) + "</p>"
+ (e.options.length
? '<p class="td-step-lbl">Options offered</p><p>'
+ esc(e.options.join(" Β· ")) + "</p>" : ""));
} else if (e.t === "confirm") {
rows += plainRow(n, "Stopped for your approval", "run parked",
'<p class="td-step-lbl">Action held</p><p>' + esc(e.verb) + "</p>"
+ (e.detail ? '<p class="td-step-lbl">What it would do</p><p>'
+ esc(e.detail) + "</p>" : "")
+ '<p class="td-step-lbl">Why</p><p class="td-muted">This tool changes '
+ "your saved work, so the runtime does not let the agent decide on its "
+ "own. The step above stays unfinished until you answer.</p>");
} else if (e.t === "compacted") {
rows += plainRow(n, "Condensed earlier steps", "context limit",
'<p class="td-step-lbl">Why</p><p>Earlier messages were replaced by a '
+ "deterministic digest to stay inside the context window. The original "
+ "goal is pinned and never condensed.</p>"
+ (e.note ? '<p class="td-step-lbl">Digest</p><p>' + esc(e.note) + "</p>" : ""));
} else if (e.t === "provenance") {
rows += plainRow(n, "Withheld an unsourced sequence",
(e.withheld || []).join(", ") + " nt/aa",
'<p class="td-step-lbl">Why</p><p>The reply contained a sequence '
+ "that did not come from any tool result in this run, from you, or "
+ "from the bench β which means it came from the model's memory. "
+ "Recalled sequences are wrong, so it was removed rather than shown. "
+ "Anything quoted elsewhere in this record was retrieved.</p>");
} else if (e.t === "error") {
rows += plainRow(n, "Run error", "", '<p>' + esc(e.text) + "</p>", "td-step--fail");
} else { n--; }
}
els.list.innerHTML = rows;
els.empty.hidden = !!rows;
if (!rows) {
els.empty.textContent = goal
? "This run has not taken a step yet."
: "No run yet. Ask Turing for something and every step it takes will be recorded here.";
}
els.sub.textContent = n === 0
? "Every step of the current run, held still."
: n + " step" + (n === 1 ? "" : "s") + " in this run"
+ (meta.done ? " Β· finished" : meta.status === "running" ? " Β· still running" : "");
var facts = "";
if (goal) {
facts += '<p class="td-trace-goal"><b>Goal</b>' + esc(goal) + "</p>";
}
facts += '<ul class="td-trace-facts">';
// The two numbers the rail shows as "context 0% Β· $0.11", written out.
if (meta.ctxLimit) {
var pct = meta.ctxUsed / meta.ctxLimit * 100;
facts += "<li><b>Context used:</b> " + fmtTokens(meta.ctxUsed) + " of "
+ fmtTokens(meta.ctxLimit) + " tokens ("
+ (pct >= 1 ? Math.round(pct) : pct.toFixed(1)) + "%) β how much of the "
+ "model's window this conversation occupies. When it fills, earlier steps "
+ "are condensed rather than dropped.</li>";
}
if (meta.cost) {
facts += "<li><b>Model cost so far:</b> $" + meta.cost.toFixed(4)
+ " β what this run has spent on model calls. Compute run on this "
+ "server (scoring, folding, guide design) is not billed per call.</li>";
}
facts += "</ul>";
els.meta.innerHTML = facts;
}
function fmtTokens(n) {
n = Number(n) || 0;
if (n >= 1000000) return (n / 1000000).toFixed(n % 1000000 === 0 ? 0 : 2) + "M";
if (n >= 1000) return (n / 1000).toFixed(n >= 100000 ? 0 : 1) + "k";
return String(n);
}
/* ββ mount βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ */
function mount() {
if (els) return els;
var root = document.createElement("div");
root.className = "td-trace";
root.id = "tdTrace";
root.hidden = true;
root.innerHTML =
'<button type="button" class="td-trace-scrim" data-close aria-label="Close decision trace"></button>' +
'<section class="td-trace-panel" role="dialog" aria-labelledby="tdTraceTitle">' +
'<header class="td-trace-head">' +
"<div>" +
'<h2 id="tdTraceTitle">Decision trace</h2>' +
'<p class="td-trace-sub" id="tdTraceSub"></p>' +
"</div>" +
'<button type="button" class="td-trace-x" data-close aria-label="Close decision trace">×</button>' +
"</header>" +
'<div class="td-trace-meta" id="tdTraceMeta"></div>' +
'<ol class="td-trace-list" id="tdTraceList"></ol>' +
'<p class="td-trace-empty" id="tdTraceEmpty"></p>' +
'<p class="td-trace-foot">Built from the run\'s own event log β the same events ' +
"the rail renders. Every step, input and result below is what the orchestrator " +
"recorded; nothing here is reconstructed after the fact.</p>" +
"</section>";
document.body.appendChild(root);
els = {
root: root,
list: root.querySelector("#tdTraceList"),
empty: root.querySelector("#tdTraceEmpty"),
sub: root.querySelector("#tdTraceSub"),
meta: root.querySelector("#tdTraceMeta"),
};
[].forEach.call(root.querySelectorAll("[data-close]"), function (b) {
b.addEventListener("click", close);
});
document.addEventListener("keydown", function (e) {
if (e.key === "Escape" && isOpen) close();
});
return els;
}
function open() {
mount();
isOpen = true;
els.root.hidden = false;
render();
// The list is the scrollable region; a re-open should show the top of
// the run, not wherever it was left.
els.list.scrollTop = 0;
}
function close() {
if (!els) return;
isOpen = false;
els.root.hidden = true;
}
function toggle() { if (isOpen) close(); else open(); }
window.TDTrace = {
push: push,
reset: reset,
setMeta: setMeta,
count: count,
open: open,
close: close,
toggle: toggle,
isOpen: function () { return isOpen; },
};
})();
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