feat(nomos): session-review improvements (P0/P1/P2 from 2026-07-20 audit)

Classifier now unwraps pct exec / qm guest exec / bash -c / sh -c / sudo
and env-var assignments before classification, so read-only inspection
wrapped in pct exec no longer escalates to config_mutation. curl GET
(default method, no -d/-F/-T/-o/>) is read-only. Eliminates the three
duplicate rclone sessions (a51e2086, 8acea2e3, cb8c8a4a) that bounced
off the classifier for the same goal.

New classify_command MCP tool: command-scoped preflight that returns the
exact risk class run would assign. Documented in SOUL.md with guidance
to pre-classify before run when the verdict is uncertain.

set_goal surfaces prior partial/failed sessions from the last 24h so the
agent picks up the thread instead of rediscovering it.

completeTask auto-closes in-flight plan steps (pending/running -> done
on success, skipped on partial/failure), so one-step plans no longer
need the per-step running->done dance right before completion.

Migration 021 adds blocker + closed_at to agent_sessions. completeTask
sets closed_at once and derives a structured blocker reason
(approval_timeout, user_abandoned, classifier_overreach, model_refusal,
tool_error, ...) from the last assistant message.

/sessions list now carries message_count, tool_call_count,
duration_seconds (server-side aggregates — no more N+1 transcript
fetches to audit a fleet). GET /sessions/{id} returns both metadata
and messages. New query params filter + paginate: outcome, status,
entity_id, blocker, since (RFC3339 or Go duration), cursor, limit.

Titles now prefer the goal when set; sessions without a goal fall back
to the first assistant text.

New GET /sessions/{id}/tool_calls flat view for audit scripts.

Plan: plans/2026-07-20-session-review-ten-sessions.md. VERSION 0.7.12 -> 0.7.13.

cmd/nomos/main.go

@@ -11,6 +11,7 @@ import (
 	"net/http"
 	"os"
 	"os/signal"
+	"strconv"
 	"strings"
 	"sync"
 	"syscall"
@@ -352,8 +353,21 @@ func handleChat(w http.ResponseWriter, r *http.Request, a *agent, st *store) {
 
 	// Generate a meaningful title from the assistant's first answer
 	// instead of reusing the raw user message for every session.
+	// P2.9 (2026-07-20): prefer the goal as the title when one is set —
+	// the first assistant text is often a greeting or narrative that
+	// doesn't describe the task ("Hey! 👋 Nomos here, running on
+	// mac-mini:8092..."). The goal is the operator's actual intent.
+	// Sessions that never call set_goal (pure Q&A) fall back to the
+	// assistant text, which is still better than the raw user message.
 	if finalText != "" && sessionID != "ephemeral" {
-		title := truncate(finalText, 80)
+		var goalTitle string
+		if sess, gerr := st.getSession(pctx, sessionID); gerr == nil && sess.Goal != "" {
+			goalTitle = truncate(sess.Goal, 120)
+		}
+		title := goalTitle
+		if title == "" {
+			title = truncate(finalText, 80)
+		}
 		if title != "" {
 			st.updateSessionTitle(pctx, sessionID, title)
 		}
@@ -371,13 +385,56 @@ func handleSessionsList(w http.ResponseWriter, r *http.Request, st *store) {
 		return
 	}
 
-	sessions, err := st.listSessions(r.Context())
+	// P2.8 (2026-07-20): filtering + pagination. The audit script in
+	// .agents/skills/session-review/SKILL.md slices `.sessions[:10]`
+	// client-side; "show me partial sessions touching lxc:rclone"
+	// required fetching the full list and filtering in JS. Push the
+	// filters into SQL so the audit becomes a single `curl | jq`.
+	// Supported query params (all optional, composable):
+	//   ?outcome=partial|success|failure       — exact match on outcome
+	//   ?status=active|done|failed|executing   — exact match on status
+	//   ?entity_id=<uuid>                      — exact match on entity_id
+	//   ?since=<RFC3339 or duration>           — last_active_at >= ...
+	//   ?blocker=<reason>                      — exact match on blocker
+	//   ?limit=<int>                           — default 50, max 200
+	//   ?cursor=<iso timestamp>                — last_active_at < cursor (page back)
+	q := r.URL.Query()
+	limit := 50
+	if v := q.Get("limit"); v != "" {
+		if n, err := strconv.Atoi(v); err == nil && n > 0 && n <= 200 {
+			limit = n
+		}
+	}
+	sessions, err := st.listSessionsFiltered(r.Context(), listFilter{
+		Outcome:  q.Get("outcome"),
+		Status:   q.Get("status"),
+		EntityID: q.Get("entity_id"),
+		Blocker:  q.Get("blocker"),
+		Since:    q.Get("since"),
+		Cursor:   q.Get("cursor"),
+		Limit:    limit,
+	})
 	if err != nil {
 		http.Error(w, err.Error(), 500)
 		return
 	}
+	// Next-page cursor: the oldest last_active_at in this page. The next
+	// request passes it as ?cursor=... to get the page before it. Empty
+	// when the list is exhausted.
+	var nextCursor string
+	if len(sessions) > 0 {
+		oldest := sessions[len(sessions)-1].LastActiveAt
+		nextCursor = oldest.UTC().Format(time.RFC3339Nano)
+		if len(sessions) < limit {
+			nextCursor = "" // last page
+		}
+	}
 	w.Header().Set("Content-Type", "application/json")
-	json.NewEncoder(w).Encode(map[string]any{"sessions": sessions})
+	json.NewEncoder(w).Encode(map[string]any{
+		"sessions":    sessions,
+		"next_cursor": nextCursor,
+		"limit":       limit,
+	})
 }
 
 func handleSessionDetail(w http.ResponseWriter, r *http.Request, st *store, a *agent) {
@@ -417,6 +474,11 @@ func handleSessionDetail(w http.ResponseWriter, r *http.Request, st *store, a *a
 	// GET /sessions/{id}/plan and /sessions/{id}/questions — REST hydration for
 	// the context panel when it first opens a task; live events carry deltas
 	// from there.
+	// GET /sessions/{id}/tool_calls — flat view of every tool call in the
+	// session, without the two-level message-shell nesting. The audit at
+	// plans/2026-07-20-session-review-ten-sessions.md P2.10 had to write
+	// Python to walk messages[].content.tool_calls[]; this endpoint makes
+	// it a single `curl | jq`.
 	if len(parts) == 2 && r.Method == http.MethodGet {
 		switch parts[1] {
 		case "plan":
@@ -437,6 +499,15 @@ func handleSessionDetail(w http.ResponseWriter, r *http.Request, st *store, a *a
 			w.Header().Set("Content-Type", "application/json")
 			json.NewEncoder(w).Encode(map[string]any{"questions": questions})
 			return
+		case "tool_calls":
+			calls, err := st.getSessionToolCalls(r.Context(), id)
+			if err != nil {
+				http.Error(w, err.Error(), 500)
+				return
+			}
+			w.Header().Set("Content-Type", "application/json")
+			json.NewEncoder(w).Encode(map[string]any{"session_id": id, "tool_calls": calls})
+			return
 		}
 	}
 
@@ -449,14 +520,18 @@ func handleSessionDetail(w http.ResponseWriter, r *http.Request, st *store, a *a
 		w.WriteHeader(204)
 
 	case http.MethodGet:
-		// getMessages alone can't distinguish "session exists but has no
-		// messages yet" from "session id doesn't exist at all" — it's a
-		// plain WHERE session_id=$1 query that returns zero rows either
-		// way. A frontend window opened for a deleted/invalid session
-		// (persisted layout, a stale link) needs to tell those apart, so
-		// check existence explicitly and 404 rather than silently
-		// returning an empty transcript that looks like a fresh task.
-		if _, err := st.getSession(r.Context(), id); err != nil {
+		// P2.7 (2026-07-20): return BOTH session metadata and messages
+		// from GET /sessions/{id}. Previously this endpoint returned only
+		// {session_id, messages} — the operator had to merge with the
+		// /sessions list view to get title/goal/outcome. The eval harness
+		// at cmd/nomos/eval/main.go:302-303 already carries a comment
+		// about this leaky abstraction. The session field carries the
+		// full metadata: title, goal, outcome, summary, blocker,
+		// pending_approvals, message_count, tool_call_count, etc. The
+		// messages field is unchanged. Clients that only read
+		// `messages` keep working.
+		sess, err := st.getSession(r.Context(), id)
+		if err != nil {
 			if err == pgx.ErrNoRows {
 				http.Error(w, "session not found", 404)
 				return
@@ -470,7 +545,11 @@ func handleSessionDetail(w http.ResponseWriter, r *http.Request, st *store, a *a
 			return
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(map[string]any{"session_id": id, "messages": messages})
+		json.NewEncoder(w).Encode(map[string]any{
+			"session_id": id,
+			"session":    sess,
+			"messages":   messages,
+		})
 
 	default:
 		http.Error(w, "method not allowed", 405)