feat(atlas): UX sprint — progressive disclosure (Plain default + transitions)

Makes the atlas self-explanatory. Every stage/node gains a plain-language layer
(plain_title + plain "what happens" + jargon-free node text); the previous
technical copy demotes to a subtitle + on-demand detail. A Plain⇄Technical
toggle (default Plain, persisted) flips the whole atlas. Biggest win: every
transition arrow is now LABELLED with "what must be true to advance" (the gated-
flow story that was invisible), gate hops (human @04, CI @06) styled distinctly.
Spine repositioned into a uniform header band so labels never collide with copy.

Copy grounded in a fresh-eyes UX review (docs/UX-REVIEW.md, reviewer≠implementer).
Data model: plain_title/plain/trans_label/trans on Stage, plain on Node — guarded
by a test (every stage has plain_title + a transition). Live overlays unchanged.

Verified: build/vet/lint(0)/test green; Plain render screenshot-checked.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

internal/atlas/atlas.json

@@ -7,40 +7,49 @@
   ],
   "ns": "Tailscale mesh · ns: ai-stack · supervisor(→brain) · gitea-mcp · infra-mcp · council",
   "stages": [
-    {"no":"STAGE 00","title":"Signals","path":"→ mathias/signals","nodes":[
-      {"t":"Applied AI Radar","d":"Daily Tier-1 + weekly Tier-2 deep pass. Verified-primary bar (paper/benchmark/code/named-lab).","tags":["cron · daily/weekly","→ signals #1–26+"]},
-      {"t":"Manual capture","d":"claude.ai strategic drop · brain capture tool.","tags":["ad-hoc"]},
-      {"t":"Aspirational surfaces","pill":"var(--dim)","d":"Telegram / voice / URL → inbox. NOT built.","tags":["gap"]}
+    {"no":"STAGE 00","title":"Signals","plain_title":"Notice what's happening","plain":"New ideas and developments worth reacting to are collected — mostly an automated daily/weekly scan of AI news, plus things saved by hand.","path":"→ mathias/signals",
+     "trans_label":"Does it matter to us?","trans":"A raw signal only advances if it connects to something we actually care about. Most captured signals stop here; the few that touch the mission get pulled up against a goal.","nodes":[
+      {"t":"Applied AI Radar","plain":"An automated scan reads AI news every day (and deeper every week) and keeps only claims backed by a real paper, benchmark, code, or named lab.","d":"Daily Tier-1 + weekly Tier-2 deep pass. Verified-primary bar (paper/benchmark/code/named-lab).","tags":["cron · daily/weekly","→ signals #1–26+"]},
+      {"t":"Manual capture","plain":"Anything interesting spotted by hand gets saved into the same inbox.","d":"claude.ai strategic drop · brain capture tool.","tags":["ad-hoc"]},
+      {"t":"Aspirational surfaces","plain":"Planned but not built yet: sending ideas in by Telegram, voice, or a URL.","pill":"var(--dim)","d":"Telegram / voice / URL → inbox. NOT built.","tags":["gap"]}
     ]},
-    {"no":"STAGE 01","cls":"telos","title":"TELOS","path":"wiki/telos/","nodes":[
-      {"t":"Intention substrate","pill":"var(--violet)","d":"Mission · goals · problems · strategies · status. Every downstream item traces to a goal.","tags":["brain_query wing=telos"]}
+    {"no":"STAGE 01","cls":"telos","title":"TELOS","plain_title":"Why we're here","plain":"The mission, goals, and problems we're actually trying to solve live here — every piece of work downstream has to trace back to one of these goals.","path":"wiki/telos/",
+     "trans_label":"Worth a session?","trans":"A goal or problem on the board becomes the seed for a design session when it's decided worth working on now. The goal is the input the session must trace back to.","nodes":[
+      {"t":"Intention substrate","plain":"The master list of mission, goals, problems, and current status — the yardstick everything downstream is measured against.","pill":"var(--violet)","d":"Mission · goals · problems · strategies · status. Every downstream item traces to a goal.","tags":["brain_query wing=telos"]}
     ]},
-    {"no":"STAGE 02","title":"Strategic session","path":"claude.ai frontier + brain MCP","nodes":[
-      {"t":"Design · ADRs · specs","d":"Human + frontier model. ISC acceptance criteria written here.","tags":["Define / converge"]},
-      {"t":"🏛️ LLM Council","cls":"council","pill":"var(--violet)","d":"fan-out → anonymous cross-review → chairman synth. glm-4.7-flash · qwen36-35b · gemma4-31b (chair).","tags":["hard strategic Q","chat.d-ma.be"]},
-      {"t":"Autoresearch Council","cls":"council","pill":"var(--violet)","d":"Sibling pipe — ratifies research before the gate.","tags":["proposed: → standalone svc"]}
+    {"no":"STAGE 02","title":"Strategic session","plain_title":"Think it through","plain":"A human and AI models work out what to do and why, debating hard calls and writing down the decision and what \"done\" will mean.","path":"claude.ai frontier + brain MCP",
+     "trans_label":"Decision reached","trans":"It advances only when the thinking converges on a decision and is written down as a concrete, testable specification — not while the answer is still open.","nodes":[
+      {"t":"Design · ADRs · specs","plain":"A human and a top-tier AI model figure out the approach and write down the decision plus what a finished result must prove.","d":"Human + frontier model. ISC acceptance criteria written here.","tags":["Define / converge"]},
+      {"t":"🏛️ LLM Council","plain":"For hard calls, several AI models answer independently, anonymously critique each other, and a \"chair\" model synthesises one verdict — reducing any single model's bias.","cls":"council","pill":"var(--violet)","d":"fan-out → anonymous cross-review → chairman synth. glm-4.7-flash · qwen36-35b · gemma4-31b (chair).","tags":["hard strategic Q","chat.d-ma.be"]},
+      {"t":"Autoresearch Council","plain":"A parallel version of the same review that vets research findings before they're allowed through.","cls":"council","pill":"var(--violet)","d":"Sibling pipe — ratifies research before the gate.","tags":["proposed: → standalone svc"]}
     ]},
-    {"no":"STAGE 03","title":"Spec → Gitea issue","path":"agent-ready contract","nodes":[
-      {"t":"Contract enforced","d":"Binary ISC · declared risk tier · reg-risk assessment · no open human deps.","tags":["LOW / MED / HIGH"]},
-      {"t":"Admission controller","d":"Ed25519-sign issue body at creation (#36). Verify sig + PR alignment at infra boundary.","tags":["chain of custody"]},
-      {"t":"⚖️ var-go Oath","cls":"oath","pill":"var(--gold)","d":"Acceptance contract embedded in the issue as a var fenced block. Exactly one — zero/multiple fail closed. Prose → typed steps; failures anchored to byte spans.","tags":["swedsl · var-go","defined here → enforced @06"]}
+    {"no":"STAGE 03","title":"Spec → Gitea issue","plain_title":"Write the work order","plain":"The decision is turned into a precise, self-contained work order an AI agent can execute unsupervised — with a pass/fail definition of done, a risk rating, and a tamper-proof seal.","path":"agent-ready contract",
+     "trans_label":"Order written, sealed, agent-ready","trans":"Advances to the gate only when the spec is a complete contract: a pass/fail test, a risk tier, a regulatory note, no open human dependencies, one embedded Oath, and a valid cryptographic signature. A malformed or unsigned order fails closed and never reaches the gate.","nodes":[
+      {"t":"Contract enforced","plain":"The work order must have a clear pass/fail test, a risk rating, a regulatory-risk note, and no unfinished human dependencies before it counts as agent-ready.","d":"Binary ISC · declared risk tier · reg-risk assessment · no open human deps.","tags":["LOW / MED / HIGH"]},
+      {"t":"Admission controller","plain":"The work order is cryptographically signed when created, so any later tampering is detectable and the eventual change can be checked against it.","d":"Ed25519-sign issue body at creation (#36). Verify sig + PR alignment at infra boundary.","tags":["chain of custody"]},
+      {"t":"⚖️ var-go Oath","plain":"A machine-checkable \"definition of done\" is embedded in the work order — exactly one, or the order is rejected — later used to prove the result actually meets the spec.","cls":"oath","pill":"var(--gold)","d":"Acceptance contract embedded in the issue as a var fenced block. Exactly one — zero/multiple fail closed. Prose → typed steps; failures anchored to byte spans.","tags":["swedsl · var-go","defined here → enforced @06"]}
     ]},
-    {"no":"STAGE 04","cls":"gate","title":"Human dispatch gate","path":"the only checkpoint","nodes":[
-      {"t":"Human triggers execution","cls":"gateway","pill":"var(--amber)","d":"Ratify proposed-plan + risk tier, then dispatch.","gate":true},
-      {"t":"Session-Dispatch bridge","cls":"bridge","pill":"var(--blue)","d":"claude.ai MCP → gitea:workflow_run_trigger → cad-dispatch.yml → agentsquad. The final design→execution bridge.","tags":["workflow_dispatch"]}
+    {"no":"STAGE 04","cls":"gate","title":"Human dispatch gate","plain_title":"Human says go","plain":"A person reviews the work order and its risk and decides whether to release it — the one and only checkpoint where work does not move on its own.","path":"the only checkpoint",
+     "trans_label":"A human said go","trans":"The hard stop. Nothing crosses automatically — a person must review the plan and risk and explicitly release it, and the repo must be on the allow-list, before any agent starts. This is the single human checkpoint in the whole pipeline.","nodes":[
+      {"t":"Human triggers execution","plain":"A person confirms the plan and its risk level, then releases the work — nothing runs until they do.","cls":"gateway","pill":"var(--amber)","d":"Ratify proposed-plan + risk tier, then dispatch.","gate":true},
+      {"t":"Session-Dispatch bridge","plain":"The approval flips a switch that hands the signed work order over to the agents to start execution.","cls":"bridge","pill":"var(--blue)","d":"claude.ai MCP → gitea:workflow_run_trigger → cad-dispatch.yml → agentsquad. The final design→execution bridge.","tags":["workflow_dispatch"]}
     ]},
-    {"no":"STAGE 05","cls":"exec","title":"Execute · agentsquad","path":"koala · cmd/agentsquad-serve","nodes":[
-      {"t":"Task API","pill":"var(--coral)","d":"POST /tasks → job id · GET /tasks/{id}. taskqueue + serve (v0.12+).","tags":["single agentsquad.yaml"]},
-      {"t":"Executor + reviewer loop","cls":"win","pill":"var(--coral)","d":"ADK Go + LiteLLM. Frontier models (local qwen spirals). Reviewer on distinct tier — echo-chamber prevention.","risk":true},
-      {"t":"dma-cli · routing + scope","cls":"bridge","pill":"var(--blue)","d":"Harness-config arm: routes agents to the right LLM backend. Three-layer scope policy + confirmation gate = CAD guardrail.","tags":["backend routing","scope guardrail"]},
-      {"t":"assessor-loop ledger","d":"Attestation ledger (audit trail) + brain session_log on completion.","tags":["audit package"]}
+    {"no":"STAGE 05","cls":"exec","title":"Execute · agentsquad","plain_title":"Agents do the work","plain":"AI agents actually build the thing — one writes, a second independent one reviews it to avoid marking its own homework — and every step is logged for the audit trail.","path":"koala · cmd/agentsquad-serve",
+     "trans_label":"Agents produced a change","trans":"Advances when the agents finish and open a proposed change (a PR) with its audit log attached. Until there's a concrete change to test, nothing moves.","nodes":[
+      {"t":"Task API","plain":"A request kicks off a job and hands back an id you can poll for progress.","pill":"var(--coral)","d":"POST /tasks → job id · GET /tasks/{id}. taskqueue + serve (v0.12+).","tags":["single agentsquad.yaml"]},
+      {"t":"Executor + reviewer loop","plain":"One agent does the work; a second, independent agent on a different model reviews it — so nothing marks its own homework.","cls":"win","pill":"var(--coral)","d":"ADK Go + LiteLLM. Frontier models (local qwen spirals). Reviewer on distinct tier — echo-chamber prevention.","risk":true},
+      {"t":"dma-cli · routing + scope","plain":"A router sends each agent to the right AI backend and enforces what it is and isn't allowed to touch, with a confirmation gate as a guardrail.","cls":"bridge","pill":"var(--blue)","d":"Harness-config arm: routes agents to the right LLM backend. Three-layer scope policy + confirmation gate = CAD guardrail.","tags":["backend routing","scope guardrail"]},
+      {"t":"assessor-loop ledger","plain":"Every step is recorded in a tamper-evident log so the whole run can be audited afterwards.","d":"Attestation ledger (audit trail) + brain session_log on completion.","tags":["audit package"]}
     ]},
-    {"no":"STAGE 06","title":"PR → CI","path":"Gitea Actions · cd.yml (live)","generate":"ci-jobs","nodes":[]},
-    {"no":"STAGE 07","cls":"cd","title":"CD → pod","path":"Flux GitOps → k3s","generate":"deploy-state","nodes":[
-      {"t":"Deploy on green","pill":"var(--green)","d":"Flux reconciles image → k3s pod on koala. Push ≠ deploy: bump tag in mathias/infra.","tags":["ntfy on deploy"]}
+    {"no":"STAGE 06","title":"PR → CI","plain_title":"Automatic quality checks","plain":"The proposed change is run through automated tests and safety checks — including a check that it actually satisfies the work order's definition of done — and only a clean pass lets it continue.","path":"Gitea Actions · cd.yml (live)","generate":"ci-jobs",
+     "trans_label":"All checks green","trans":"Advances only if every automated check passes — tests, linters, security scan, and the Oath check proving it meets the original work order. Any red gate stops it here; a passing reviewer is not enough to override a failed Oath.","nodes":[]},
+    {"no":"STAGE 07","cls":"cd","title":"CD → pod","plain_title":"Ship it","plain":"Once everything is green, the change is deployed automatically to the live server — with the rule that merging code alone doesn't ship it; the release has to be pointed at the new version.","path":"Flux GitOps → k3s","generate":"deploy-state",
+     "trans_label":"It's live","trans":"Once the new version is actually running on the server, the deployed outcome becomes the input to scoring. Advancing means shipped and observable, not just merged.","nodes":[
+      {"t":"Deploy on green","plain":"When all checks pass, the release system rolls the new version onto the live server automatically — but only once the release is pointed at that version (merging code alone doesn't ship it).","pill":"var(--green)","d":"Flux reconciles image → k3s pod on koala. Push ≠ deploy: bump tag in mathias/infra.","tags":["ntfy on deploy"]}
     ]},
-    {"no":"STAGE 08","cls":"telos","title":"Loop back","path":"→ TELOS (feedback bus)","nodes":[
-      {"t":"Close the loop","pill":"var(--violet)","d":"session_log + attestation → brain. Score deploy outcome vs originating goal. (arc partly manual — improvement target.)","tags":["continuous"]}
+    {"no":"STAGE 08","cls":"telos","title":"Loop back","plain_title":"Did it work?","plain":"The result is scored against the goal that started it and fed back into the mission board, so the next round of planning learns from what shipped.","path":"→ TELOS (feedback bus)",
+     "trans_label":"What did we learn?","trans":"The scored outcome flows back into the mission board so goals, problems, and priorities update — the loop that makes the pipeline a cycle rather than a line. Partly manual today; an explicit improvement target.","nodes":[
+      {"t":"Close the loop","plain":"The outcome is scored against the goal that started it and written back to the mission board, so future planning learns from what actually shipped.","pill":"var(--violet)","d":"session_log + attestation → brain. Score deploy outcome vs originating goal. (arc partly manual — improvement target.)","tags":["continuous"]}
     ]}
   ]
 }

internal/atlas/build_test.go

@@ -41,6 +41,29 @@ func TestBuild_OverlaysCIStageNodesFromWorkflow(t *testing.T) {
 	}
 }
 
+func TestDefault_HasPlainLayerAndTransitions(t *testing.T) {
+	a, err := atlas.Build(atlas.DataJSON, []byte("jobs:\n  guard:\n    a: 1\n"))
+	if err != nil {
+		t.Fatalf("Build embedded atlas: %v", err)
+	}
+	for _, s := range a.Stages {
+		if s.PlainTitle == "" {
+			t.Fatalf("stage %s missing plain_title", s.No)
+		}
+		if s.TransLabel == "" {
+			t.Fatalf("stage %s missing trans_label", s.No)
+		}
+		if s.Generate == "ci-jobs" {
+			continue // nodes are generated live, no authored plain
+		}
+		for _, n := range s.Nodes {
+			if n.Plain == "" {
+				t.Fatalf("stage %s node %q missing plain", s.No, n.Title)
+			}
+		}
+	}
+}
+
 func TestBuild_ErrorsOnBadAtlasJSON(t *testing.T) {
 	if _, err := atlas.Build([]byte("{not json"), []byte("jobs:\n  x:\n    a: 1\n")); err == nil {
 		t.Fatal("expected error on bad atlas JSON, got nil")

internal/atlas/model.go

@@ -11,9 +11,11 @@ type Host struct {
 	Spec string `json:"k"`
 }
 
-// Node is a card within a stage.
+// Node is a card within a stage. Plain is the jargon-free default text; Desc is
+// the technical detail shown on demand.
 type Node struct {
 	Title string   `json:"t"`
+	Plain string   `json:"plain,omitempty"`
 	Desc  string   `json:"d,omitempty"`
 	Pill  string   `json:"pill,omitempty"`
 	Cls   string   `json:"cls,omitempty"`
@@ -22,15 +24,22 @@ type Node struct {
 	Gate  bool     `json:"gate,omitempty"`
 }
 
-// Stage is one column of the pipeline. When Generate is set, its Nodes are
-// derived from a source at Build time rather than taken from the authored data.
+// Stage is one column of the pipeline. PlainTitle/Plain are the plain-language
+// default layer; Title/Path/Nodes[].Desc are the technical layer. TransLabel/
+// Trans annotate the outgoing transition (the arrow to the next stage): what
+// moves work forward and what must be true to advance. When Generate is set,
+// Nodes are derived from a live source at Build time.
 type Stage struct {
-	No       string `json:"no"`
-	Title    string `json:"title"`
-	Path     string `json:"path,omitempty"`
-	Cls      string `json:"cls,omitempty"`
-	Generate string `json:"generate,omitempty"`
-	Nodes    []Node `json:"nodes"`
+	No         string `json:"no"`
+	Title      string `json:"title"`
+	PlainTitle string `json:"plain_title,omitempty"`
+	Plain      string `json:"plain,omitempty"`
+	Path       string `json:"path,omitempty"`
+	Cls        string `json:"cls,omitempty"`
+	Generate   string `json:"generate,omitempty"`
+	TransLabel string `json:"trans_label,omitempty"`
+	Trans      string `json:"trans,omitempty"`
+	Nodes      []Node `json:"nodes"`
 }
 
 // Atlas is the full data model the frontend renders.