chore: remove graphify

Measured on this repo, graphify cost more than it returned. `graphify query` answers with a keyword-seeded BFS neighbourhood, not a location: asking where CORS origin reflection lives returned 73 nodes, mostly api_test.go helpers plus an unrelated golang-performance doc section matched on the word "reflection", and never named httpmw/middleware.go:135 or main.go:121 — which grep gives in 40ms. `graphify explain` on a known symbol is sound but duplicates what the LSP already answers against live files. Against that, the PreToolUse hooks injected a "run graphify query first" paragraph on every grep and every source read, the map cost 685k input tokens across five builds, and graph.json plus graph.html carried 3.4MB through 11 commits of churn. AGENTS.md is the better orientation artifact: it holds the CDP and clock findings, the adapter list, and the security invariants, none of which an AST graph can derive. Removes the committed map, the AGENTS.md rules block, the .gitignore entries, both hooks, and the stale `graphify query` instruction in the implement-tickets skill. The CLI, its skill directory, and the post-commit / post-checkout git hooks were uninstalled outside the tree.
fix: an asleep browser Lane is not a stalled one on the admin page (#110 )
2026-08-17 11:17:51 +07:00 · 2026-08-16 22:04:18 +07:00
17 changed files with 75 additions and 58139 deletions
@@ -1,24 +1,5 @@
 {
  "hooks": {
-    "PreToolUse": [
+    "PreToolUse": []
      {
        "matcher": "Bash",
        "hooks": [
          {
            "type": "command",
            "command": "CMD=$(python3 -c \"import json,sys; d=json.load(sys.stdin); print(d.get('tool_input',d).get('command',''))\" 2>/dev/null || true); case \"$CMD\" in *grep*|*rg\\ *|*ripgrep*|*find\\ *|*fd\\ *|*ack\\ *|*ag\\ *)   [ -f graphify-out/graph.json ] &&   echo '{\"hookSpecificOutput\":{\"hookEventName\":\"PreToolUse\",\"additionalContext\":\"MANDATORY: graphify-out/graph.json exists. You MUST run `graphify query \\\"<question>\\\"` before grepping raw files. Only grep after graphify has oriented you, or to modify/debug specific lines.\"}}'   || true ;; esac"
          }
        ]
      },
      {
        "matcher": "Read|Glob",
        "hooks": [
          {
            "type": "command",
            "command": "HIT=$(python3 -c \"import json,sys;d=json.load(sys.stdin);t=d.get('tool_input',d);exts=('.py','.js','.ts','.tsx','.jsx','.astro','.vue','.svelte','.go','.rs','.java','.rb','.c','.h','.cpp','.hpp','.cc','.cs','.kt','.swift','.php','.scala','.lua','.sh','.md','.rst','.txt','.mdx');vals=[str(t.get('file_path') or ''),str(t.get('pattern') or ''),str(t.get('path') or '')];j=' '.join(vals).lower().replace(chr(92),'/');tails=[('.'+x.rsplit('.',1)[-1]) for v in vals if v for x in [v.lower().replace(chr(92),'/').rsplit('/',1)[-1]] if '.' in x];sys.stdout.write('1' if 'graphify-out/' not in j and any(tl in exts for tl in tails) else '')\" 2>/dev/null || true); if [ \"$HIT\" = 1 ] && [ -f graphify-out/graph.json ]; then echo '{\"hookSpecificOutput\":{\"hookEventName\":\"PreToolUse\",\"additionalContext\":\"MANDATORY: graphify-out/graph.json exists. You MUST run graphify before reading source files. Use: `graphify query \\\"<question>\\\"` (scoped subgraph), `graphify explain \\\"<concept>\\\"`, or `graphify path \\\"<A>\\\" \\\"<B>\\\"`. Only read raw files after graphify has oriented you, or to modify/debug specific lines. This rule applies to subagents too \u2014 include it in every subagent prompt involving code exploration.\"}}'; fi || true"
          }
        ]
      }
    ]
  }
 }
@@ -11,8 +11,7 @@ to the tracker. You do not write the implementation — every line of ticket cod
 is written by a `ticket-implementer` subagent in its own git worktree. Reach for
 the editor yourself only for a merge conflict resolution.
-Ticket source and `tea` usage: `docs/agents/issue-tracker.md`. Codebase
+Ticket source and `tea` usage: `docs/agents/issue-tracker.md`.
 questions: `graphify query "<question>"` before grepping.
 ## 1. Collect the tickets
@@ -5,11 +5,6 @@
 backend/server
 backend/backend
 .playwright-mcp/
 # graphify map is committed; only regenerable/local parts are ignored
 graphify-out/cost.json
 graphify-out/cache/
 graphify-out/[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]/
 graphify-out/.rebuild.lock
 plans/
 .scratch/
 docs/superpowers/
@@ -163,13 +163,3 @@ Default five-role vocabulary, label strings unchanged (`needs-triage`, `needs-in
 ### Domain docs
 Single-context: one root `CONTEXT.md` plus `docs/adr/`, both created lazily. See `docs/agents/domain.md`.
 ## graphify
 Project has knowledge graph at graphify-out/ with god nodes, community structure, cross-file relationships.
 Rules:
 - For codebase questions and exploration, always first run `graphify query "<question>"` when graphify-out/graph.json exists. Use `graphify path "<A>" "<B>"` for relationships and `graphify explain "<concept>"` for focused concepts. Return scoped subgraph, usually much smaller than GRAPH_REPORT.md or raw grep output.
 - If graphify-out/wiki/index.md exists, use for broad navigation instead of raw source browsing.
 - Read graphify-out/GRAPH_REPORT.md only for broad architecture review or when query/path/explain don't surface enough context.
 - After modifying code, run `graphify update .` to keep graph current (AST-only, no API cost).
@@ -266,3 +266,9 @@ Guidance for OpenCode (and Claude Code) working under `backend/`. See root `AGEN
  than recording zeroes; a Lane that has never reached a pace renders no gap at
  all. `Checked` next to `Due` is what separates a stopped Lane from a quiet
  one, so neither figure may be dropped from the row.
  Due-without-Checked is *not* by itself a stall: a browser Lane under both
  wake thresholds sets `LaneState.Asleep` at the on-demand gate and renders
  "browser asleep" instead of "not checking", and never counts toward
  `Attention`. That is the commonest healthy state for kagane, comix and
  novelfull — one due Series, nothing checked — so spending the stall mark on
  it would train the owner to ignore the mark that matters.
@@ -263,7 +263,7 @@ func (p *Poller) runLanePass(ctx context.Context, name string, paced bool) time.
 		// browser): waking it for a single Poll would cost a challenge solve
 		// per request. The Lane still paces at the default gap, which is what
 		// the owner's page must show rather than a zero.
-		st.Gap = defaultGap
+		st.Gap, st.Asleep = defaultGap, true
 		return defaultGap
 	}
 	if s.Browser != nil {
@@ -1388,6 +1388,11 @@ func TestBrowserLaneWakeThresholds(t *testing.T) {
 	if got := browser.callCount(); got != 0 {
 		t.Fatalf("browser fetches with 3 freshly-due series = %d, want 0 (Chrome stays asleep)", got)
 	}
 	// The owner's page reads this state off the snapshot, and Due-without-
 	// Checked has to be distinguishable there from a Lane that has stopped.
 	if lane := laneByName(t, p, "kagane"); !lane.Asleep || lane.Due != 3 || lane.Checked != 0 {
 		t.Fatalf("asleep kagane lane = %+v, want Asleep with 3 due and 0 checked", lane)
 	}
 	// 5 due crosses the count threshold.
 	for i := 3; i < 5; i++ {
 		seed(i)
@@ -1396,6 +1401,9 @@ func TestBrowserLaneWakeThresholds(t *testing.T) {
 	if got := browser.callCount(); got != 5 {
 		t.Fatalf("browser fetches with 5 due series = %d, want 5", got)
 	}
 	if lane := laneByName(t, p, "kagane"); lane.Asleep {
 		t.Fatalf("woken kagane lane still reports Asleep: %+v", lane)
 	}
 	// A single long-neglected series wakes the browser by age alone.
 	seedForCheck(t, s, "kagane:ancient", "https://kagane.to/series/ancient", 0)
 	p.runOnce(context.Background())
@@ -1404,6 +1412,19 @@ func TestBrowserLaneWakeThresholds(t *testing.T) {
 	}
 }
 // laneByName pulls one Lane out of the poller's snapshot, failing rather than
 // returning a zero LaneState a caller would assert against by accident.
 func laneByName(t *testing.T, p *Poller, site string) LaneState {
 	t.Helper()
 	for _, lane := range p.LaneStatus().Lanes {
 		if lane.Site == site {
 			return lane
 		}
 	}
 	t.Fatalf("no %q lane in the snapshot", site)
 	return LaneState{}
 }
 // When one browser Lane loses the sidecar, the round's remaining browser
 // Lanes are skipped: every fetch would fail anyway, and their Series must not
 // burn their stamps on a dead Chrome (issue #100).
@@ -19,6 +19,11 @@ type LaneState struct {
 	Clamped  bool
 	Refusing bool
 	Browser  bool
 	// Asleep marks a browser Lane whose last pass declined to wake Chrome
 	// because it was under both wake thresholds (ADR-0005). Due without
 	// Checked then means "waiting for the group to gather", not "stopped", and
 	// the page must not draw it as a stall.
 	Asleep bool
 }
 // Status is the owner's page snapshot of the whole poller (issue #102).
@@ -61,8 +61,11 @@ type laneRow struct {
 	// is configured, which stops those Series just as completely.
 	BrowserLost bool
 	// Stalled marks a Lane with Series waiting that its last pass did not read
-	// — the difference between a stopped Lane and a quiet one (story 13).
+	// — the difference between a stopped Lane and a quiet one (story 13). A
 	// browser Lane holding Chrome asleep under the wake thresholds is neither,
 	// so it carries Asleep instead and never Stalled.
 	Stalled bool
 	Asleep  bool
 	// Attention is the one flag the template colours on, so an unhealthy Lane
 	// is found at a glance rather than read for.
 	Attention bool
@@ -152,8 +155,9 @@ func (h *Handler) lanesView() lanesView {
 	for _, l := range snap.Lanes {
 		lost := l.Browser && !snap.BrowserReachable
 		// Series waiting and none read is the shape of a Lane that has stopped
-		// working, as distinct from one that is quiet for want of work.
+		// working, as distinct from one that is quiet for want of work — or one
-		stalled := l.Due > 0 && l.Checked == 0
+		// deliberately leaving Chrome asleep until its group gathers.
 		stalled := l.Due > 0 && l.Checked == 0 && !l.Asleep
 		gap := ""
 		if l.Gap > 0 {
 			gap = l.Gap.Truncate(time.Second).String()
@@ -168,6 +172,7 @@ func (h *Handler) lanesView() lanesView {
 			Refusing:    l.Refusing,
 			BrowserLost: lost,
 			Stalled:     stalled,
 			Asleep:      l.Asleep,
 			Attention:   l.Clamped || l.Refusing || lost || stalled,
 		})
 	}
@@ -23,6 +23,7 @@
      {{if .Refusing}}<span class="lane-mark">refusing</span>{{end}}
      {{if .BrowserLost}}<span class="lane-mark">no browser</span>{{end}}
      {{if .Stalled}}<span class="lane-mark">not checking</span>{{end}}
      {{if .Asleep}}<span class="lane-mark">browser asleep</span>{{end}}
    </li>
    {{end}}
  </ul>
@@ -776,6 +776,37 @@ func TestAdminPageShowsLaneStatus(t *testing.T) {
 	}
 }
 // A browser Lane under both wake thresholds holds Chrome asleep (ADR-0005), so
 // Series due with none checked is the design working, not a stopped Lane. The
 // two must not render the same mark: "not checking" is the owner's cue to go
 // looking, and spending it on the commonest healthy browser-Lane state trains
 // them to ignore it.
 func TestAsleepBrowserLaneIsNotMarkedStalled(t *testing.T) {
 	lanes := fakeLanes{latest.Status{
 		Lanes: []latest.LaneState{
 			{Site: "kagane", Due: 1, LastRun: time.Now(), Gap: 10 * time.Second, Browser: true, Asleep: true},
 		},
 		BrowserConfigured: true,
 		BrowserReachable:  true,
 	}}
 	router, st, _ := oauthWebTestServer(t, lanes)
 	req := httptest.NewRequest(http.MethodGet, "/ui/admin/lanes", nil)
 	req.AddCookie(sessionCookie(t, st))
 	rr := httptest.NewRecorder()
 	router.ServeHTTP(rr, req)
 	body := rr.Body.String()
 	if strings.Contains(body, "not checking") {
 		t.Errorf("an asleep browser Lane is marked as stalled:\n%s", body)
 	}
 	if !strings.Contains(body, "browser asleep") {
 		t.Errorf("an asleep browser Lane says nothing about why it read nothing:\n%s", body)
 	}
 	if strings.Contains(body, `class="attention"`) {
 		t.Errorf("an asleep browser Lane is coloured as unhealthy:\n%s", body)
 	}
 }
 // A Lane whose pass never reached a figure must not have that figure drawn as
 // a zero: a refusing Lane still reports the due count and gap its last real
 // pass saw, and a Lane that has never reached one omits it entirely.
@@ -1,223 +0,0 @@
 {
  "0": "HTMX Library Internals",
  "1": "Cover Fetch Test Helpers",
  "2": "Manga Userscript Adapters",
  "3": "Novel Userscript Adapters",
  "4": "Series Acquisition Tests",
  "5": "Bookmarks API Tests",
  "6": "Storage Choice ADR",
  "7": "Cover & Acquire Internals",
  "8": "System Architecture Concepts",
  "9": "Session Middleware",
  "10": "Go Test Helpers",
  "11": "Store Tests",
  "12": "Bookmarks API Handler",
  "13": "Web UI Handlers",
  "14": "Go Error Handling",
  "15": "CDP Browser Client",
  "16": "Cloudflare bot scoring and poll cadence — what is actually documented",
  "17": "Go Code Style Guide",
  "18": "Agent Skills",
  "19": "Store",
  "20": "I/O Performance Patterns",
  "21": "CPU Optimization",
  "22": "Caching Patterns",
  "23": "Browser Entrypoint",
  "24": "Memory Allocation & GC",
  "25": "Cover Fetcher Tests",
  "26": "Open",
  "27": "Find Skills Guide",
  "28": "Allocation Patterns",
  "29": "Observability & Alerting",
  "30": "AGENTS.md",
  "31": "Store",
  "32": "Open",
  "33": "Go Testing Guide",
  "34": "Session Store",
  "35": "Web UI Filter Logic",
  "36": "Userscript Test Harness",
  "37": "Product & Security Context",
  "38": "novel-logic.test.js",
  "39": "UI Critique 2026-07-26A",
  "40": "UI Critique 2026-07-26B",
  "41": "Handler",
  "42": "pgtest.go",
  "43": "Issue Tracker & Triage",
  "44": "Ticket Workflow",
  "45": "Go Perf Alert Rules",
  "46": "Userscript Display Logic",
  "47": "Go Perf Skill Docs",
  "48": "Login Page Art",
  "49": "BookmarkManager Logo",
  "50": "Skills CLI",
  "51": "Skills Leaderboard",
  "52": "Complex Condition Extraction",
  "53": "Sentinel Errors",
  "54": "errors.As Patterns",
  "55": "errors.Is Patterns",
  "56": "errors.Join Patterns",
  "57": "Error Wrapping",
  "58": "Single Error Handling",
  "59": "SIMD Optimizations",
  "60": "GOGC Tuning",
  "61": "GOMEMLIMIT",
  "62": "Bottleneck Decision Tree",
  "63": "pprof Profiling",
  "64": "Test Timeout Helper",
  "65": "httptest Patterns",
  "66": "testify Suite Pattern",
  "67": "go:embed Fixtures",
  "68": "clockwork Time Mocking",
  "69": "testify Mocking",
  "70": "t.ArtifactDir Helper",
  "71": "Subtests Pitfall",
  "72": "golang-benchmark Skill",
  "73": "golang-concurrency Skill",
  "74": "golang-ci Skill",
  "75": "golang-database Skill",
  "76": "golang-lint Skill",
  "77": "testify Skill",
  "78": "Build Tag Integration Tests",
  "79": "Test Naming Convention",
  "80": "UI Critique A Finding",
  "81": "UI Critique B Finding",
  "82": "P0 Overflow Bug",
  "83": "P1 hx-indicator Gap",
  "84": "golang-benchmark Skill (ext)",
  "85": "golang-concurrency Skill (ext)",
  "86": "golang-ci Skill (ext)",
  "87": "golang-data-structures Skill (ext)",
  "88": "golang-database Skill (ext)",
  "89": "golang-design-patterns Skill (ext)",
  "90": "golang-documentation Skill (ext)",
  "91": "golang-gopls Skill (ext)",
  "92": "golang-lint Skill (ext)",
  "93": "golang-naming Skill (ext)",
  "94": "golang-observability Skill (ext)",
  "95": "golang-refactoring Skill (ext)",
  "96": "golang-safety Skill (ext)",
  "97": "golang-samber-oops Skill (ext)",
  "98": "golang-samber-slog Skill (ext)",
  "99": "golang-structs-interfaces Skill (ext)",
  "100": "golang-troubleshooting Skill (ext)",
  "101": "promql-cli Skill",
  "102": "Backend Module",
  "103": "bookmark-api Service",
  "104": "AGENTS.md",
  "105": "reviewer.md",
  "106": "Redeploy runbook",
  "107": "1. Backend",
  "108": "Deployment",
  "109": "Cinder — BookmarkManager design system",
  "110": "Implement tickets",
  "111": "SQLite → Postgres cutover runbook",
  "112": "Testing the userscript",
  "113": "ADR-0007: The backend hosts every Site's Cover bytes",
  "114": "Issue tracker: Gitea (`tea` CLI)",
  "115": "ADR-0006: The browser runs on the home machine, over the tailnet",
  "116": "ADR-0008: A Series identity is discovered from the Site's links, never derived from an address",
  "117": "Domain Docs",
  "118": "ticket-implementer.md",
  "119": "implementer.md",
  "120": "Series is a shared entity, and only the Poll may update it",
  "121": "Postgres replaces SQLite as the primary datastore",
  "122": "Identity comes from Discord OAuth; we store no passwords and send no email",
  "123": "The wire format stays flat and deliberately does not mirror the schema",
  "124": "ADR-0005: On-demand browser sidecar",
  "125": "sessions_test.go",
  "126": "Bookmark Manager",
  "127": "triage-labels.md",
  "128": "Cross-Ticket Contract",
  "129": "Implement Tickets Skill",
  "130": "Orchestrator Role",
  "131": "resolving-merge-conflicts Skill",
  "132": "tdd Skill",
  "133": "Ticket Wave Batching",
  "134": "Four-Object Browser Stub",
  "135": "Module Export Hook",
  "136": "logic.test.js Test Harness",
  "137": "manga-bookmark.user.js",
  "138": "stripBuildHash",
  "139": "Testing the Userscript Skill",
  "140": "cr-spec Agent",
  "141": "cr-standards Agent",
  "142": "Escalate Rather Than Guess",
  "143": "Status Contract",
  "144": "Ticket Implementer Agent",
  "145": "Worktree Isolation",
  "146": "Escalate Rather Than Guess (opencode)",
  "147": "Implementer Subagent (opencode)",
  "148": "Subagent-Driven Development",
  "149": "Code Quality Review",
  "150": "Reviewer Subagent (opencode)",
  "151": "Finding Severity Rubric",
  "152": "Spec Compliance Review",
  "154": "ADR-0011: Sightings — a Reader report defers a Poll where being wrong hurts only them",
  "156": "ResponseWriter",
  "161": "Why Use samber/oops",
  "162": "singleflight Cache Stampede Prevention",
  "163": "Struct Field Alignment",
  "164": "testing/synctest Deterministic Goroutine Testing",
  "177": "Backend CLAUDE.md Guidance",
  "178": "Graphify Knowledge Graph (graphify-out/)",
  "179": "CLAUDE.md (Symlink to AGENTS.md)",
  "192": "ADR-0001 (Drop modernc.org/sqlite)",
  "193": "ADR-0003 (Split Shared Series Facts)",
  "194": "SQLite-to-Postgres Cutover Runbook",
  "195": "Import SQL Generation Rules",
  "196": "Throwaway Import Generator",
  "206": "Real scaling limit is the poller outbound fetch budget",
  "207": "PostgreSQL (jackc/pgx/v5)",
  "208": "SQLite (modernc.org/sqlite)",
  "209": "Postgres chosen for future supportability, not concurrency",
  "210": "Per-Reader bearer token for userscripts",
  "211": "Discord OAuth2 (authorization code grant)",
  "212": "ADR-0002: Discord OAuth, no passwords, no email",
  "213": "Discord snowflake is the sole identity (lock-in)",
  "214": "Bookmark (per-Reader state: Progress, Favourite, Lifecycle)",
  "215": "Deduplicate polling per Series (reader_count DESC queue)",
  "216": "ADR-0003: Series is shared, only the Poll updates it",
  "217": "Only the Poll writes Series fields (security boundary)",
  "218": "Series (shared entity keyed site+series_id)",
  "219": "ADR-0004: Wire format stays flat, does not mirror schema",
  "220": "Flat wire shape is a contract, not an implementation detail",
  "221": "Installed userscripts must keep working (14-day grace window)",
  "222": "CDP (Chrome DevTools Protocol) endpoint",
  "223": "headless-shell service (socat-fronted CDP)",
  "224": "Start Chrome on first CDP connection, reap after 300s idle",
  "225": "BROWSER_WS_URL configuration seam",
  "226": "ADR-0006: Browser runs on the home machine over the tailnet",
  "227": "Browser moved home: VPS memory pressure, no requests served",
  "228": "Tailnet (Tailscale network)",
  "229": "Content-addressed filesystem storage (SHA-256 of source URL)",
  "230": "Cover (Series image bytes)",
  "231": "Deny-class destination control for outbound fetch",
  "232": "ADR-0007: Backend hosts every Site's Cover bytes",
  "233": "kagane CORP same-origin cover restriction",
  "234": "Backend acquires, stores, serves every Cover (uniformity)",
  "235": "a[aria-label='All Chapter'] anchor pointer",
  "236": "Series identity is discovered from the Site's links",
  "237": "ADR-0008: Series identity discovered, never derived",
  "238": "Chapter slug vs series slug divergence (~7% measured)",
  "239": "Scan truncated at first wpd-threads marker",
  "240": "Surface ADR conflicts explicitly rather than silently overriding",
  "241": "Domain docs: single-context layout guidance",
  "242": "/domain-modeling skill (lazy CONTEXT.md creation)",
  "243": "CONTEXT.md glossary (ubiquitous language)",
  "244": "Gitea (tea CLI, gitea.violetcrown.my.id)",
  "245": "wayfinder map/ticket mechanism",
  "246": "Triage labels: canonical roles to tracker labels",
  "247": "Canonical triage role labels (needs-triage ... wontfix)",
  "252": "a[aria-label='All Chapter'] priority pointer",
  "253": "Research: lightnovelworld chapter slug vs series slug",
  "254": "Gitea issue #77 (chapter vs series slug)",
  "255": "Slug divergence measurements (3/41 diverge, 1 split)",
  "256": "Unscoped chapter regex is SAFE, truncated at wpd-threads",
  "257": "BookmarkManager",
  "258": "Bromite (Primary Device)",
  "259": "Dark-First Design Constraint",
  "260": "Discord Guild Membership",
  "261": "Reader Isolation Invariant",
  "273": "AGENTS.md",
  "279": "Userscript CLAUDE guidance"
 }
@@ -1 +0,0 @@
 .
@@ -1,572 +0,0 @@
 # Graph Report - mangaBookmark  (2026-08-16)
 ## Corpus Check
 - 119 files · ~290,953 words
 - Verdict: corpus is large enough that graph structure adds value.
 ## Summary
 - 1736 nodes · 3597 edges · 221 communities (70 shown, 151 thin omitted)
 - Extraction: 90% EXTRACTED · 10% INFERRED · 0% AMBIGUOUS · INFERRED: 361 edges (avg confidence: 0.78)
 - Token cost: 0 input · 0 output
 ## Graph Freshness
 - Built from commit: `56afb9f2`
 - Run `git rev-parse HEAD` and compare to check if the graph is stale.
 - Run `graphify update .` after code changes (no API cost).
 ## Community Hubs (Navigation)
 - [[_COMMUNITY_HTMX Library Internals|HTMX Library Internals]]
 - [[_COMMUNITY_Cover Fetch Test Helpers|Cover Fetch Test Helpers]]
 - [[_COMMUNITY_Manga Userscript Adapters|Manga Userscript Adapters]]
 - [[_COMMUNITY_Novel Userscript Adapters|Novel Userscript Adapters]]
 - [[_COMMUNITY_Series Acquisition Tests|Series Acquisition Tests]]
 - [[_COMMUNITY_Bookmarks API Tests|Bookmarks API Tests]]
 - [[_COMMUNITY_Storage Choice ADR|Storage Choice ADR]]
 - [[_COMMUNITY_Cover & Acquire Internals|Cover & Acquire Internals]]
 - [[_COMMUNITY_System Architecture Concepts|System Architecture Concepts]]
 - [[_COMMUNITY_Session Middleware|Session Middleware]]
 - [[_COMMUNITY_Go Test Helpers|Go Test Helpers]]
 - [[_COMMUNITY_Store Tests|Store Tests]]
 - [[_COMMUNITY_Bookmarks API Handler|Bookmarks API Handler]]
 - [[_COMMUNITY_Web UI Handlers|Web UI Handlers]]
 - [[_COMMUNITY_Go Error Handling|Go Error Handling]]
 - [[_COMMUNITY_CDP Browser Client|CDP Browser Client]]
 - [[_COMMUNITY_Cloudflare bot scoring and poll cadence — what is actually documented|Cloudflare bot scoring and poll cadence — what is actually documented]]
 - [[_COMMUNITY_Go Code Style Guide|Go Code Style Guide]]
 - [[_COMMUNITY_Agent Skills|Agent Skills]]
 - [[_COMMUNITY_Store|Store]]
 - [[_COMMUNITY_IO Performance Patterns|I/O Performance Patterns]]
 - [[_COMMUNITY_CPU Optimization|CPU Optimization]]
 - [[_COMMUNITY_Caching Patterns|Caching Patterns]]
 - [[_COMMUNITY_Browser Entrypoint|Browser Entrypoint]]
 - [[_COMMUNITY_Memory Allocation & GC|Memory Allocation & GC]]
 - [[_COMMUNITY_Cover Fetcher Tests|Cover Fetcher Tests]]
 - [[_COMMUNITY_Open|Open]]
 - [[_COMMUNITY_Find Skills Guide|Find Skills Guide]]
 - [[_COMMUNITY_Allocation Patterns|Allocation Patterns]]
 - [[_COMMUNITY_Observability & Alerting|Observability & Alerting]]
 - [[_COMMUNITY_AGENTS|AGENTS.md]]
 - [[_COMMUNITY_Store|Store]]
 - [[_COMMUNITY_Go Testing Guide|Go Testing Guide]]
 - [[_COMMUNITY_Session Store|Session Store]]
 - [[_COMMUNITY_Web UI Filter Logic|Web UI Filter Logic]]
 - [[_COMMUNITY_Userscript Test Harness|Userscript Test Harness]]
 - [[_COMMUNITY_Product & Security Context|Product & Security Context]]
 - [[_COMMUNITY_novel-logic.test.js|novel-logic.test.js]]
 - [[_COMMUNITY_UI Critique 2026-07-26A|UI Critique 2026-07-26A]]
 - [[_COMMUNITY_UI Critique 2026-07-26B|UI Critique 2026-07-26B]]
 - [[_COMMUNITY_Handler|Handler]]
 - [[_COMMUNITY_pgtest.go|pgtest.go]]
 - [[_COMMUNITY_Issue Tracker & Triage|Issue Tracker & Triage]]
 - [[_COMMUNITY_Ticket Workflow|Ticket Workflow]]
 - [[_COMMUNITY_Go Perf Alert Rules|Go Perf Alert Rules]]
 - [[_COMMUNITY_Userscript Display Logic|Userscript Display Logic]]
 - [[_COMMUNITY_Go Perf Skill Docs|Go Perf Skill Docs]]
 - [[_COMMUNITY_Login Page Art|Login Page Art]]
 - [[_COMMUNITY_BookmarkManager Logo|BookmarkManager Logo]]
 - [[_COMMUNITY_Skills CLI|Skills CLI]]
 - [[_COMMUNITY_Skills Leaderboard|Skills Leaderboard]]
 - [[_COMMUNITY_Complex Condition Extraction|Complex Condition Extraction]]
 - [[_COMMUNITY_Sentinel Errors|Sentinel Errors]]
 - [[_COMMUNITY_errors.As Patterns|errors.As Patterns]]
 - [[_COMMUNITY_errors.Is Patterns|errors.Is Patterns]]
 - [[_COMMUNITY_errors.Join Patterns|errors.Join Patterns]]
 - [[_COMMUNITY_Error Wrapping|Error Wrapping]]
 - [[_COMMUNITY_Single Error Handling|Single Error Handling]]
 - [[_COMMUNITY_SIMD Optimizations|SIMD Optimizations]]
 - [[_COMMUNITY_GOGC Tuning|GOGC Tuning]]
 - [[_COMMUNITY_GOMEMLIMIT|GOMEMLIMIT]]
 - [[_COMMUNITY_Bottleneck Decision Tree|Bottleneck Decision Tree]]
 - [[_COMMUNITY_pprof Profiling|pprof Profiling]]
 - [[_COMMUNITY_Test Timeout Helper|Test Timeout Helper]]
 - [[_COMMUNITY_httptest Patterns|httptest Patterns]]
 - [[_COMMUNITY_testify Suite Pattern|testify Suite Pattern]]
 - [[_COMMUNITY_goembed Fixtures|go:embed Fixtures]]
 - [[_COMMUNITY_clockwork Time Mocking|clockwork Time Mocking]]
 - [[_COMMUNITY_testify Mocking|testify Mocking]]
 - [[_COMMUNITY_t.ArtifactDir Helper|t.ArtifactDir Helper]]
 - [[_COMMUNITY_Subtests Pitfall|Subtests Pitfall]]
 - [[_COMMUNITY_golang-benchmark Skill|golang-benchmark Skill]]
 - [[_COMMUNITY_golang-concurrency Skill|golang-concurrency Skill]]
 - [[_COMMUNITY_golang-ci Skill|golang-ci Skill]]
 - [[_COMMUNITY_golang-database Skill|golang-database Skill]]
 - [[_COMMUNITY_golang-lint Skill|golang-lint Skill]]
 - [[_COMMUNITY_testify Skill|testify Skill]]
 - [[_COMMUNITY_Build Tag Integration Tests|Build Tag Integration Tests]]
 - [[_COMMUNITY_Test Naming Convention|Test Naming Convention]]
 - [[_COMMUNITY_UI Critique A Finding|UI Critique A Finding]]
 - [[_COMMUNITY_UI Critique B Finding|UI Critique B Finding]]
 - [[_COMMUNITY_P0 Overflow Bug|P0 Overflow Bug]]
 - [[_COMMUNITY_P1 hx-indicator Gap|P1 hx-indicator Gap]]
 - [[_COMMUNITY_golang-benchmark Skill (ext)|golang-benchmark Skill (ext)]]
 - [[_COMMUNITY_golang-concurrency Skill (ext)|golang-concurrency Skill (ext)]]
 - [[_COMMUNITY_golang-ci Skill (ext)|golang-ci Skill (ext)]]
 - [[_COMMUNITY_golang-data-structures Skill (ext)|golang-data-structures Skill (ext)]]
 - [[_COMMUNITY_golang-database Skill (ext)|golang-database Skill (ext)]]
 - [[_COMMUNITY_golang-design-patterns Skill (ext)|golang-design-patterns Skill (ext)]]
 - [[_COMMUNITY_golang-documentation Skill (ext)|golang-documentation Skill (ext)]]
 - [[_COMMUNITY_golang-gopls Skill (ext)|golang-gopls Skill (ext)]]
 - [[_COMMUNITY_golang-lint Skill (ext)|golang-lint Skill (ext)]]
 - [[_COMMUNITY_golang-naming Skill (ext)|golang-naming Skill (ext)]]
 - [[_COMMUNITY_golang-observability Skill (ext)|golang-observability Skill (ext)]]
 - [[_COMMUNITY_golang-refactoring Skill (ext)|golang-refactoring Skill (ext)]]
 - [[_COMMUNITY_golang-safety Skill (ext)|golang-safety Skill (ext)]]
 - [[_COMMUNITY_golang-samber-oops Skill (ext)|golang-samber-oops Skill (ext)]]
 - [[_COMMUNITY_golang-samber-slog Skill (ext)|golang-samber-slog Skill (ext)]]
 - [[_COMMUNITY_golang-structs-interfaces Skill (ext)|golang-structs-interfaces Skill (ext)]]
 - [[_COMMUNITY_golang-troubleshooting Skill (ext)|golang-troubleshooting Skill (ext)]]
 - [[_COMMUNITY_promql-cli Skill|promql-cli Skill]]
 - [[_COMMUNITY_Backend Module|Backend Module]]
 - [[_COMMUNITY_bookmark-api Service|bookmark-api Service]]
 - [[_COMMUNITY_AGENTS|AGENTS.md]]
 - [[_COMMUNITY_reviewer|reviewer.md]]
 - [[_COMMUNITY_Redeploy runbook|Redeploy runbook]]
 - [[_COMMUNITY_1. Backend|1. Backend]]
 - [[_COMMUNITY_Deployment|Deployment]]
 - [[_COMMUNITY_Cinder — BookmarkManager design system|Cinder — BookmarkManager design system]]
 - [[_COMMUNITY_Implement tickets|Implement tickets]]
 - [[_COMMUNITY_SQLite → Postgres cutover runbook|SQLite → Postgres cutover runbook]]
 - [[_COMMUNITY_Testing the userscript|Testing the userscript]]
 - [[_COMMUNITY_ADR-0007 The backend hosts every Site's Cover bytes|ADR-0007: The backend hosts every Site's Cover bytes]]
 - [[_COMMUNITY_Issue tracker Gitea (`tea` CLI)|Issue tracker: Gitea (`tea` CLI)]]
 - [[_COMMUNITY_ADR-0006 The browser runs on the home machine, over the tailnet|ADR-0006: The browser runs on the home machine, over the tailnet]]
 - [[_COMMUNITY_ADR-0008 A Series identity is discovered from the Site's links, never derived from an address|ADR-0008: A Series identity is discovered from the Site's links, never derived from an address]]
 - [[_COMMUNITY_Domain Docs|Domain Docs]]
 - [[_COMMUNITY_ticket-implementer|ticket-implementer.md]]
 - [[_COMMUNITY_implementer|implementer.md]]
 - [[_COMMUNITY_Series is a shared entity, and only the Poll may update it|Series is a shared entity, and only the Poll may update it]]
 - [[_COMMUNITY_Postgres replaces SQLite as the primary datastore|Postgres replaces SQLite as the primary datastore]]
 - [[_COMMUNITY_Identity comes from Discord OAuth; we store no passwords and send no email|Identity comes from Discord OAuth; we store no passwords and send no email]]
 - [[_COMMUNITY_The wire format stays flat and deliberately does not mirror the schema|The wire format stays flat and deliberately does not mirror the schema]]
 - [[_COMMUNITY_ADR-0005 On-demand browser sidecar|ADR-0005: On-demand browser sidecar]]
 - [[_COMMUNITY_sessions_test.go|sessions_test.go]]
 - [[_COMMUNITY_Bookmark Manager|Bookmark Manager]]
 - [[_COMMUNITY_triage-labels|triage-labels.md]]
 - [[_COMMUNITY_Cross-Ticket Contract|Cross-Ticket Contract]]
 - [[_COMMUNITY_Implement Tickets Skill|Implement Tickets Skill]]
 - [[_COMMUNITY_Orchestrator Role|Orchestrator Role]]
 - [[_COMMUNITY_resolving-merge-conflicts Skill|resolving-merge-conflicts Skill]]
 - [[_COMMUNITY_tdd Skill|tdd Skill]]
 - [[_COMMUNITY_Ticket Wave Batching|Ticket Wave Batching]]
 - [[_COMMUNITY_Four-Object Browser Stub|Four-Object Browser Stub]]
 - [[_COMMUNITY_Module Export Hook|Module Export Hook]]
 - [[_COMMUNITY_logic.test.js Test Harness|logic.test.js Test Harness]]
 - [[_COMMUNITY_manga-bookmark.user.js|manga-bookmark.user.js]]
 - [[_COMMUNITY_stripBuildHash|stripBuildHash]]
 - [[_COMMUNITY_Testing the Userscript Skill|Testing the Userscript Skill]]
 - [[_COMMUNITY_cr-spec Agent|cr-spec Agent]]
 - [[_COMMUNITY_cr-standards Agent|cr-standards Agent]]
 - [[_COMMUNITY_Escalate Rather Than Guess|Escalate Rather Than Guess]]
 - [[_COMMUNITY_Status Contract|Status Contract]]
 - [[_COMMUNITY_Ticket Implementer Agent|Ticket Implementer Agent]]
 - [[_COMMUNITY_Worktree Isolation|Worktree Isolation]]
 - [[_COMMUNITY_Escalate Rather Than Guess (opencode)|Escalate Rather Than Guess (opencode)]]
 - [[_COMMUNITY_Implementer Subagent (opencode)|Implementer Subagent (opencode)]]
 - [[_COMMUNITY_Subagent-Driven Development|Subagent-Driven Development]]
 - [[_COMMUNITY_Code Quality Review|Code Quality Review]]
 - [[_COMMUNITY_Reviewer Subagent (opencode)|Reviewer Subagent (opencode)]]
 - [[_COMMUNITY_Finding Severity Rubric|Finding Severity Rubric]]
 - [[_COMMUNITY_Spec Compliance Review|Spec Compliance Review]]
 - [[_COMMUNITY_ADR-0011 Sightings — a Reader report defers a Poll where being wrong hurts only them|ADR-0011: Sightings — a Reader report defers a Poll where being wrong hurts only them]]
 - [[_COMMUNITY_ResponseWriter|ResponseWriter]]
 - [[_COMMUNITY_Why Use samberoops|Why Use samber/oops]]
 - [[_COMMUNITY_singleflight Cache Stampede Prevention|singleflight Cache Stampede Prevention]]
 - [[_COMMUNITY_Struct Field Alignment|Struct Field Alignment]]
 - [[_COMMUNITY_testingsynctest Deterministic Goroutine Testing|testing/synctest Deterministic Goroutine Testing]]
 - [[_COMMUNITY_Backend CLAUDE.md Guidance|Backend CLAUDE.md Guidance]]
 - [[_COMMUNITY_Graphify Knowledge Graph (graphify-out)|Graphify Knowledge Graph (graphify-out/)]]
 - [[_COMMUNITY_CLAUDE.md (Symlink to AGENTS.md)|CLAUDE.md (Symlink to AGENTS.md)]]
 - [[_COMMUNITY_ADR-0001 (Drop modernc.orgsqlite)|ADR-0001 (Drop modernc.org/sqlite)]]
 - [[_COMMUNITY_ADR-0003 (Split Shared Series Facts)|ADR-0003 (Split Shared Series Facts)]]
 - [[_COMMUNITY_SQLite-to-Postgres Cutover Runbook|SQLite-to-Postgres Cutover Runbook]]
 - [[_COMMUNITY_Import SQL Generation Rules|Import SQL Generation Rules]]
 - [[_COMMUNITY_Throwaway Import Generator|Throwaway Import Generator]]
 - [[_COMMUNITY_Real scaling limit is the poller outbound fetch budget|Real scaling limit is the poller outbound fetch budget]]
 - [[_COMMUNITY_PostgreSQL (jackcpgxv5)|PostgreSQL (jackc/pgx/v5)]]
 - [[_COMMUNITY_SQLite (modernc.orgsqlite)|SQLite (modernc.org/sqlite)]]
 - [[_COMMUNITY_Postgres chosen for future supportability, not concurrency|Postgres chosen for future supportability, not concurrency]]
 - [[_COMMUNITY_Per-Reader bearer token for userscripts|Per-Reader bearer token for userscripts]]
 - [[_COMMUNITY_Discord OAuth2 (authorization code grant)|Discord OAuth2 (authorization code grant)]]
 - [[_COMMUNITY_ADR-0002 Discord OAuth, no passwords, no email|ADR-0002: Discord OAuth, no passwords, no email]]
 - [[_COMMUNITY_Discord snowflake is the sole identity (lock-in)|Discord snowflake is the sole identity (lock-in)]]
 - [[_COMMUNITY_Bookmark (per-Reader state Progress, Favourite, Lifecycle)|Bookmark (per-Reader state: Progress, Favourite, Lifecycle)]]
 - [[_COMMUNITY_Deduplicate polling per Series (reader_count DESC queue)|Deduplicate polling per Series (reader_count DESC queue)]]
 - [[_COMMUNITY_ADR-0003 Series is shared, only the Poll updates it|ADR-0003: Series is shared, only the Poll updates it]]
 - [[_COMMUNITY_Only the Poll writes Series fields (security boundary)|Only the Poll writes Series fields (security boundary)]]
 - [[_COMMUNITY_Series (shared entity keyed site+series_id)|Series (shared entity keyed site+series_id)]]
 - [[_COMMUNITY_ADR-0004 Wire format stays flat, does not mirror schema|ADR-0004: Wire format stays flat, does not mirror schema]]
 - [[_COMMUNITY_Flat wire shape is a contract, not an implementation detail|Flat wire shape is a contract, not an implementation detail]]
 - [[_COMMUNITY_Installed userscripts must keep working (14-day grace window)|Installed userscripts must keep working (14-day grace window)]]
 - [[_COMMUNITY_CDP (Chrome DevTools Protocol) endpoint|CDP (Chrome DevTools Protocol) endpoint]]
 - [[_COMMUNITY_headless-shell service (socat-fronted CDP)|headless-shell service (socat-fronted CDP)]]
 - [[_COMMUNITY_Start Chrome on first CDP connection, reap after 300s idle|Start Chrome on first CDP connection, reap after 300s idle]]
 - [[_COMMUNITY_BROWSER_WS_URL configuration seam|BROWSER_WS_URL configuration seam]]
 - [[_COMMUNITY_ADR-0006 Browser runs on the home machine over the tailnet|ADR-0006: Browser runs on the home machine over the tailnet]]
 - [[_COMMUNITY_Browser moved home VPS memory pressure, no requests served|Browser moved home: VPS memory pressure, no requests served]]
 - [[_COMMUNITY_Tailnet (Tailscale network)|Tailnet (Tailscale network)]]
 - [[_COMMUNITY_Content-addressed filesystem storage (SHA-256 of source URL)|Content-addressed filesystem storage (SHA-256 of source URL)]]
 - [[_COMMUNITY_Cover (Series image bytes)|Cover (Series image bytes)]]
 - [[_COMMUNITY_Deny-class destination control for outbound fetch|Deny-class destination control for outbound fetch]]
 - [[_COMMUNITY_ADR-0007 Backend hosts every Site's Cover bytes|ADR-0007: Backend hosts every Site's Cover bytes]]
 - [[_COMMUNITY_kagane CORP same-origin cover restriction|kagane CORP same-origin cover restriction]]
 - [[_COMMUNITY_Backend acquires, stores, serves every Cover (uniformity)|Backend acquires, stores, serves every Cover (uniformity)]]
 - [[_COMMUNITY_aaria-label='All Chapter' anchor pointer|a[aria-label='All Chapter'] anchor pointer]]
 - [[_COMMUNITY_Series identity is discovered from the Site's links|Series identity is discovered from the Site's links]]
 - [[_COMMUNITY_ADR-0008 Series identity discovered, never derived|ADR-0008: Series identity discovered, never derived]]
 - [[_COMMUNITY_Chapter slug vs series slug divergence (~7% measured)|Chapter slug vs series slug divergence (~7% measured)]]
 - [[_COMMUNITY_Scan truncated at first wpd-threads marker|Scan truncated at first wpd-threads marker]]
 - [[_COMMUNITY_Surface ADR conflicts explicitly rather than silently overriding|Surface ADR conflicts explicitly rather than silently overriding]]
 - [[_COMMUNITY_Domain docs single-context layout guidance|Domain docs: single-context layout guidance]]
 - [[_COMMUNITY_domain-modeling skill (lazy CONTEXT.md creation)|/domain-modeling skill (lazy CONTEXT.md creation)]]
 - [[_COMMUNITY_CONTEXT.md glossary (ubiquitous language)|CONTEXT.md glossary (ubiquitous language)]]
 - [[_COMMUNITY_Gitea (tea CLI, gitea.violetcrown.my.id)|Gitea (tea CLI, gitea.violetcrown.my.id)]]
 - [[_COMMUNITY_wayfinder mapticket mechanism|wayfinder map/ticket mechanism]]
 - [[_COMMUNITY_Triage labels canonical roles to tracker labels|Triage labels: canonical roles to tracker labels]]
 - [[_COMMUNITY_Canonical triage role labels (needs-triage ... wontfix)|Canonical triage role labels (needs-triage ... wontfix)]]
 - [[_COMMUNITY_aaria-label='All Chapter' priority pointer|a[aria-label='All Chapter'] priority pointer]]
 - [[_COMMUNITY_Research lightnovelworld chapter slug vs series slug|Research: lightnovelworld chapter slug vs series slug]]
 - [[_COMMUNITY_Gitea issue 77 (chapter vs series slug)|Gitea issue #77 (chapter vs series slug)]]
 - [[_COMMUNITY_Slug divergence measurements (341 diverge, 1 split)|Slug divergence measurements (3/41 diverge, 1 split)]]
 - [[_COMMUNITY_Unscoped chapter regex is SAFE, truncated at wpd-threads|Unscoped chapter regex is SAFE, truncated at wpd-threads]]
 - [[_COMMUNITY_BookmarkManager|BookmarkManager]]
 - [[_COMMUNITY_Bromite (Primary Device)|Bromite (Primary Device)]]
 - [[_COMMUNITY_Dark-First Design Constraint|Dark-First Design Constraint]]
 - [[_COMMUNITY_Discord Guild Membership|Discord Guild Membership]]
 - [[_COMMUNITY_Reader Isolation Invariant|Reader Isolation Invariant]]
 - [[_COMMUNITY_AGENTS|AGENTS.md]]
 - [[_COMMUNITY_Userscript CLAUDE guidance|Userscript CLAUDE guidance]]
 ## God Nodes (most connected - your core abstractions)
 1. `newTestStore()` - 62 edges
 2. `testConfig()` - 55 edges
 3. `newWebTestServer()` - 49 edges
 4. `newTestStore()` - 44 edges
 5. `e()` - 33 edges
 6. `Store` - 31 edges
 7. `Open()` - 31 edges
 8. `newTestPoller()` - 30 edges
 9. `Handler` - 29 edges
 10. `ne()` - 28 edges
 ## Surprising Connections (you probably didn't know these)
 - `el()` --indirect_call--> `c()`  [INFERRED]
  userscript/manga-bookmark.user.js → backend/internal/web/static/htmx.min.js
 - `el()` --indirect_call--> `c()`  [INFERRED]
  userscript/novel-bookmark.user.js → backend/internal/web/static/htmx.min.js
 - `latestChapterFromAnchors()` --indirect_call--> `re()`  [INFERRED]
  userscript/manga-bookmark.user.js → backend/internal/web/static/htmx.min.js
 - `el()` --indirect_call--> `k()`  [INFERRED]
  userscript/manga-bookmark.user.js → backend/internal/web/static/htmx.min.js
 - `el()` --indirect_call--> `k()`  [INFERRED]
  userscript/novel-bookmark.user.js → backend/internal/web/static/htmx.min.js
 ## Import Cycles
 - None detected.
 ## Hyperedges (group relationships)
 - **Batch Ticket Implementation Pipeline** — _claude_skills_implement_tickets_skill_implement_tickets, _omp_agents_ticket_implementer_ticket_implementer, _omp_agents_ticket_implementer_cr_spec, _omp_agents_ticket_implementer_cr_standards [INFERRED 0.85]
 - **Subagent-Driven Development Pipeline** — _opencode_agent_implementer_implementer, _opencode_agent_reviewer_reviewer, _opencode_agent_implementer_subagent_driven_development [INFERRED 0.85]
 - **Backend owns the truth (single-writer ownership of shared facts)** — docs_adr_0003_series_shared_and_poll_owned_poll_owned_writes, docs_adr_0004_wire_format_does_not_mirror_the_schema_flat_wire_contract, docs_adr_0007_backend_hosts_cover_bytes_server_side_covers [INFERRED 0.85]
 - **Headless browser infrastructure (sidecar, on-demand, home deployment)** — docs_adr_0005_on_demand_browser_headless_shell, docs_adr_0005_on_demand_browser_cdp, docs_adr_0005_on_demand_browser_on_demand_start, docs_adr_0006_browser_on_the_home_machine_home_machine_rationale [INFERRED 0.85]
 - **lightnovelworld series-identity investigation and fix** — docs_research_lightnovelworld_chapter_vs_series_slug_issue_77, docs_research_lightnovelworld_chapter_vs_series_slug_unscoped_regex, docs_adr_0008_series_identity_is_discovered_not_derived_discovered_identity [INFERRED 0.85]
 ## Communities (221 total, 151 thin omitted)
 ### Community 0 - "HTMX Library Internals"
 Cohesion: 0.08
 Nodes (101): A(), ae(), an(), at(), B(), be(), bn(), bt() (+93 more)
 ### Community 1 - "Cover Fetch Test Helpers"
 Cohesion: 0.09
 Nodes (89): floatPtr(), testConfig(), getCover(), Cookie, Handler, ResponseRecorder, T, TestListRendersAcquiredCover() (+81 more)
 ### Community 2 - "Manga Userscript Adapters"
 Cohesion: 0.06
 Nodes (77): adapterFor(), anchorsFromDocument(), anchorsFromHTML(), apiDelete(), apiGet(), apiPut(), applyFabPos(), armDwell() (+69 more)
 ### Community 3 - "Novel Userscript Adapters"
 Cohesion: 0.06
 Nodes (78): adapterFor(), anchorsFromDocument(), anchorsFromHTML(), apiDelete(), apiGet(), apiPut(), applyFabPos(), applyLnwStaleRowRepair() (+70 more)
 ### Community 4 - "Series Acquisition Tests"
 Cohesion: 0.07
 Nodes (103): bookmarkNewKaganeSeries(), bookmarkNewNovelfullSeries(), bookmarkNewSeries(), Context, Store, T, newAcquirer(), readBookmark() (+95 more)
 ### Community 5 - "Bookmarks API Tests"
 Cohesion: 0.07
 Nodes (71): auth(), getBookmarks(), Handler, Request, Store, T, newTestServer(), newTestStore() (+63 more)
 ### Community 7 - "Cover & Acquire Internals"
 Cohesion: 0.06
 Nodes (43): Addr, fakeLanes, Context, Store, WaitGroup, isInterstitial(), defaultCoverResolver(), fetchCoverBytes() (+35 more)
 ### Community 8 - "System Architecture Concepts"
 Cohesion: 0.15
 Nodes (15): Confirm Row (Archive/Finish/Remove), card.html — Series Card Template, htmx /ui/* Mutation Endpoints, chrome.html — Out-of-Band Regions, Action Key, Brand Mark SVG, Continue Reading Strip, icons.html — Icon Sprite Template (+7 more)
 ### Community 9 - "Session Middleware"
 Cohesion: 0.08
 Nodes (35): ClearCookie(), ClientIP(), Duration, Mutex, Request, ResponseWriter, Time, isHTTPS() (+27 more)
 ### Community 10 - "Go Test Helpers"
 Cohesion: 0.05
 Nodes (39): Test Helpers, Test Timeout, Basic Handler Test, HTTP Handler Testing, Query Parameters and Headers, Docker Compose Fixture, Integration Testing, SQL Schema Fixture (+31 more)
 ### Community 11 - "Store Tests"
 Cohesion: 0.14
 Nodes (45): Store, T, newTestStore(), readLatestCheckedAt(), readSeries(), secondReader(), seedForCheck(), seedSecondReader() (+37 more)
 ### Community 12 - "Bookmarks API Handler"
 Cohesion: 0.08
 Nodes (32): Handler, Request, ResponseWriter, Store, Healthz(), writeJSON(), Auth(), compressible() (+24 more)
 ### Community 14 - "Go Error Handling"
 Cohesion: 0.06
 Nodes (33): Creating Errors, Custom Error Types, Custom types that wrap other errors, Decision table: which error strategy to use, Error Creation, Error String Conventions, Errors as Values, `errors.New` — static error messages (+25 more)
 ### Community 15 - "CDP Browser Client"
 Cohesion: 0.20
 Nodes (17): applyMigration(), migrate(), Open(), refreshOwnerToken(), seedOwner(), TestCoverIsContentAddressedOnFilesystem(), TestCoverPersistsAcrossReopen(), TestMigration0002BackfillsExistingBookmarks() (+9 more)
 ### Community 16 - "Cloudflare bot scoring and poll cadence — what is actually documented"
 Cohesion: 0.06
 Nodes (33): 1.1 The score itself, 1.2 The detection engines (Enterprise Bot Management), 1.3 Rate limiting is a separate product, 1. What a bot score is and what feeds it, 2.1 What each plan gets, 2.2 Bot Fight Mode specifics (the Free-plan product), 2.3 Does the free tier "score" continuously?, 2. The free-plan reality (+25 more)
 ### Community 17 - "Go Code Style Guide"
 Cohesion: 0.08
 Nodes (23): Code Style Details, Extract Complex Conditions, Value vs Pointer Arguments, Code Organization Within Files, Complex Conditions & Init Scope, Composite Literals, Control Flow, Cross-References (+15 more)
 ### Community 19 - "Store"
 Cohesion: 0.33
 Nodes (5): ADR-0010: Poll Lanes — one independent Poll stream per Site, Constraints preserved, Decision, Tradeoffs and rejections, Why
 ### Community 20 - "I/O Performance Patterns"
 Cohesion: 0.11
 Nodes (18): Avoid io.ReadAll for large payloads, Batch Operations, Buffered I/O, Cgo Overhead, Channel: batch processing from a stream, Concurrent Multi-Stage Pipelines, Connection pooling, Database: batch inserts over row-by-row (+10 more)
 ### Community 21 - "CPU Optimization"
 Cohesion: 0.13
 Nodes (15): Cache Locality, Contiguous 2D allocation, CPU Optimization, False Sharing, Function Inlining, Handling CPU-specific instruction sets, Instruction-Level Parallelism, Monotonic Time (+7 more)
 ### Community 22 - "Caching Patterns"
 Cohesion: 0.13
 Nodes (14): Algorithmic Complexity, Avoid iterator chains, Caching Patterns, Compiled Pattern Caching, Early returns and short-circuit loops, LRU caches, Map lookups over slice scanning, Precomputed lookup tables (+6 more)
 ### Community 23 - "Browser Entrypoint"
 Cohesion: 0.35
 Nodes (14): browser_alive(), connection(), connection_signal(), finish_connection(), has_connections(), lock(), reaper(), entrypoint.sh script (+6 more)
 ### Community 24 - "Memory Allocation & GC"
 Cohesion: 0.13
 Nodes (15): Allocation Rate Reduction, Ballast pattern (pre-Go 1.19), Garbage Collector Tuning, GC pacing, GC Profiling and Diagnostics, GODEBUG=gctrace=1, GOGC (default: 100), GOMAXPROCS in Containers (+7 more)
 ### Community 25 - "Cover Fetcher Tests"
 Cohesion: 0.33
 Nodes (12): coverResponse(), Request, T, TestCoverFetcherCanonicalisesJpgAlias(), TestCoverFetcherFetchesPublicHTTPSImage(), TestCoverFetcherRefusesUnsafeDestinationsBeforeRequest(), TestCoverFetcherRejectsNonImage(), TestCoverFetcherRejectsOversizedBody() (+4 more)
 ### Community 26 - "Open"
 Cohesion: 0.05
 Nodes (61): awaitPromise(), browserConnectionLost(), classifyBrowserError(), comixRead(), comixSeriesPageURL(), Action, Context, Mutex (+53 more)
 ### Community 27 - "Find Skills Guide"
 Cohesion: 0.14
 Nodes (13): Common Skill Categories, Find Skills, How to Help Users Find Skills, Step 1: Understand What They Need, Step 2: Check the Leaderboard First, Step 3: Search for Skills, Step 4: Verify Quality Before Recommending, Step 5: Present Options to the User (+5 more)
 ### Community 28 - "Allocation Patterns"
 Cohesion: 0.14
 Nodes (14): Allocation Patterns, Backing Array Leaks, Direct indexing vs append, Eliminate redundant map lookups, Interface boxing, Map never shrinks, Map size hints, Memory Optimization (+6 more)
 ### Community 29 - "Observability & Alerting"
 Cohesion: 0.22
 Nodes (9): Alerting rules (examples), CPU saturation, GC pressure, Goroutine leaks, Grafana Dashboards, Memory leaks, Prometheus Metrics for Go, PromQL Queries for Performance Diagnosis (+1 more)
 ### Community 30 - "AGENTS.md"
 Cohesion: 0.40
 Nodes (5): Map of pointers for large, frequently updated structs, Memory Layout, Pointer receivers for large structs, Struct field alignment, Zero-size field at end of struct
 ### Community 31 - "Store"
 Cohesion: 0.09
 Nodes (5): coverRelativePath(), coverSourceAddress(), Store, scanSeries(), ReaderSummary
 ### Community 33 - "Go Testing Guide"
 Cohesion: 0.20
 Nodes (10): CI Regression Detection, Common Mistakes, Core Philosophy, Cross-References, Decision Tree: Where Is Time Spent?, Deep Dives, Go Performance Optimization, Iterative Optimization Methodology (+2 more)
 ### Community 34 - "Session Store"
 Cohesion: 0.28
 Nodes (4): Duration, Store, Time, Session
 ### Community 35 - "Web UI Filter Logic"
 Cohesion: 0.31
 Nodes (5): closeCardPanels(), setActiveTab(), toggleChapterForm(), toggleConfirmRow(), togglePanel()
 ### Community 37 - "Product & Security Context"
 Cohesion: 0.17
 Nodes (11): Accessibility & Inclusion, Brand Commitments, Capabilities and Constraints, Evidence on Hand, Operating Context, Platform, Positioning, Product (+3 more)
 ### Community 38 - "novel-logic.test.js"
 Cohesion: 0.33
 Nodes (5): ADR-0009: A Site answers fixed questions; an unusual Site owns its own fetch, Consequences, Considered options, Decision, Why
 ### Community 39 - "UI Critique 2026-07-26A"
 Cohesion: 0.29
 Nodes (6): Design Health Score, Design Specificity Verdict, Minor Observations, Persona Red Flags, Priority Issues, Questions to Consider
 ### Community 40 - "UI Critique 2026-07-26B"
 Cohesion: 0.29
 Nodes (6): Design Health Score, Design Specificity Verdict, Minor Observations, Persona Red Flags, Priority Issues, Questions to Consider
 ### Community 41 - "Handler"
 Cohesion: 0.14
 Nodes (18): currentLib(), currentTab(), filterBookmarks(), Client, HandlerFunc, Request, ResponseWriter, Store (+10 more)
 ### Community 42 - "pgtest.go"
 Cohesion: 0.18
 Nodes (12): M, TestMain(), M, TestMain(), M, Main(), start(), URL() (+4 more)
 ### Community 45 - "Go Perf Alert Rules"
 Cohesion: 0.50
 Nodes (4): Prometheus Alerting Rules (Go Performance), GoroutineLeak Alert, HighGCPauseTime Alert, MemoryNearLimit Alert
 ### Community 46 - "Userscript Display Logic"
 Cohesion: 0.07
 Nodes (27): 1. Summary answer table, 2. The two reference pages, 3. Chapter page → series URL: every in-page pointer, in priority order, 4.1 Sample method, 4.2 Divergence results, 4.3 Is there a derivable rule? **No.**, 4.4 The split case — a slug can change *mid-series*, 4. The reverse direction, and how common divergence is (+19 more)
 ### Community 47 - "Go Perf Skill Docs"
 Cohesion: 0.22
 Nodes (5): Continuous Profiling, Production Observability for Performance, Pyroscope pull mode (via Grafana Alloy), Pyroscope push mode, Real-Time Visualization (Development)
 ### Community 48 - "Login Page Art"
 Cohesion: 0.67
 Nodes (3): Fantasy Sword, Fiery Volcanic Scene, Login Art: Sword in Volcanic Rock
 ### Community 49 - "BookmarkManager Logo"
 Cohesion: 1.00
 Nodes (3): Mirrored Double Bookmark Mark, Ember Flame Accent, BookmarkManager Logo
 ### Community 103 - "bookmark-api Service"
 Cohesion: 0.32
 Nodes (8): Browser Sidecar Service, CDP Endpoint (Tailnet-Bound :9222), Persistent Chrome Profile Volume, chrome/docker-compose.yml — Browser Deployable Unit, bookmark-api Prod Override, CDP Never on Shared Proxy Network, docker-compose.prod.yml — Production Override, Traefik Reverse Proxy Labels
 ### Community 104 - "AGENTS.md"
 Cohesion: 0.12
 Nodes (14): Agent skills, Architecture, Commands, Comments, Design system, Domain docs, Forge: Gitea, not GitHub, graphify (+6 more)
 ### Community 105 - "reviewer.md"
 Cohesion: 0.12
 Nodes (15): Assessment, Calibration, Critical (Must Fix), Do Not Trust the Report, Important (Should Fix), Inputs, Issues, Method (+7 more)
 ### Community 106 - "Redeploy runbook"
 Cohesion: 0.12
 Nodes (15): 0. Preflight, 1. Back up the database, 2. Pull the new code, 3. Rebuild and restart, 4. Verify the deploy, 5. Smoke-test the full loop, 6. Rollback, 7. The whole thing, as one block (+7 more)
 ### Community 107 - "1. Backend"
 Cohesion: 0.13
 Nodes (14): 1. Backend, 2. Userscript, Adapter reference (verified live 2026-07-24), Config (env), Deploy behind your reverse proxy, Desktop iteration (optional), Develop / test, Endpoints (+6 more)
 ### Community 108 - "Deployment"
 Cohesion: 0.14
 Nodes (13): 0. Prerequisites, 1. Configure `.env`, 1b. Web UI, 2. Build + start, 3. Verify over HTTPS, 4. Configure the userscript, 5. Install on Bromite, 6. Smoke-test the full loop (+5 more)
 ### Community 109 - "Cinder — BookmarkManager design system"
 Cohesion: 0.20
 Nodes (9): 1. The one idea, 2. Tokens, 3. Type, 4. Components (web UI), 5. Components (userscript panel), 6. Motion, 7. Accessibility floor (not negotiable), 8. Adding something new — checklist (+1 more)
 ### Community 110 - "Implement tickets"
 Cohesion: 0.22
 Nodes (8): 1. Collect the tickets, 2. Plan the batch, 3. Get the plan approved, 4. Run a wave, 5. Land the wave, 6. Close the batch, Implement tickets, Ticket #<n> — <title>
 ### Community 111 - "SQLite → Postgres cutover runbook"
 Cohesion: 0.22
 Nodes (8): 0. The generator is throwaway, 1. Stop the old API and take a fresh export, 2. Bring up Postgres with the schema and the owner Reader, 3. Generate the import SQL, 4. Review it by eye, 5. Apply it, 6. Afterwards, SQLite → Postgres cutover runbook
 ### Community 112 - "Testing the userscript"
 Cohesion: 0.29
 Nodes (6): Adding a test, Commands, Gotchas, How the harness works, Testing the userscript, What is NOT testable here
 ### Community 113 - "ADR-0007: The backend hosts every Site's Cover bytes"
 Cohesion: 0.29
 Nodes (6): ADR-0007: The backend hosts every Site's Cover bytes, Consequences, Considered options, Decision, Two deliberate relaxations, Why a future reader will find this surprising
 ### Community 114 - "Issue tracker: Gitea (`tea` CLI)"
 Cohesion: 0.29
 Nodes (6): Conventions, Issue tracker: Gitea (`tea` CLI), Pull requests as a triage surface, Wayfinding operations, When a skill says "fetch the relevant ticket", When a skill says "publish to the issue tracker"
 ### Community 115 - "ADR-0006: The browser runs on the home machine, over the tailnet"
 Cohesion: 0.33
 Nodes (5): ADR-0006: The browser runs on the home machine, over the tailnet, Consequences, Constraints, Decision, Why
 ### Community 116 - "ADR-0008: A Series identity is discovered from the Site's links, never derived from an address"
 Cohesion: 0.33
 Nodes (5): ADR-0008: A Series identity is discovered from the Site's links, never derived from an address, Consequences, Considered options, Decision, Why
 ### Community 117 - "Domain Docs"
 Cohesion: 0.33
 Nodes (5): Before exploring, read these, Domain Docs, File structure, Flag ADR conflicts, Use the glossary's vocabulary
 ### Community 118 - "ticket-implementer.md"
 Cohesion: 0.33
 Nodes (5): Escalate rather than guess, Order of work, Report, Review, The worktree is your whole world
 ### Community 119 - "implementer.md"
 Cohesion: 0.33
 Nodes (5): Before You Begin, Report Format, Self-Review Before Reporting, When You're in Over Your Head, Your Job
 ### Community 120 - "Series is a shared entity, and only the Poll may update it"
 Cohesion: 0.40
 Nodes (4): Consequences, Only the Poll writes Series fields, Series is a shared entity, and only the Poll may update it, Why
 ### Community 121 - "Postgres replaces SQLite as the primary datastore"
 Cohesion: 0.50
 Nodes (3): Consequences, Considered options, Postgres replaces SQLite as the primary datastore
 ### Community 122 - "Identity comes from Discord OAuth; we store no passwords and send no email"
 Cohesion: 0.50
 Nodes (3): Consequences, Considered options, Identity comes from Discord OAuth; we store no passwords and send no email
 ### Community 123 - "The wire format stays flat and deliberately does not mirror the schema"
 Cohesion: 0.50
 Nodes (3): Consequence, The wire format stays flat and deliberately does not mirror the schema, Why a future reader will find this surprising
 ### Community 124 - "ADR-0005: On-demand browser sidecar"
 Cohesion: 0.50
 Nodes (3): ADR-0005: On-demand browser sidecar, Constraints, Decision
 ### Community 125 - "sessions_test.go"
 Cohesion: 0.48
 Nodes (6): T, TestCreateAndGetSession(), TestDeleteSessionIsPerReader(), TestDeleteSessionRevokes(), TestExpiredSessionIsGone(), TestGetSessionUnknownID()
 ### Community 154 - "ADR-0011: Sightings — a Reader report defers a Poll where being wrong hurts only them"
 Cohesion: 0.33
 Nodes (5): ADR-0011: Sightings — a Reader report defers a Poll where being wrong hurts only them, Constraints preserved, Decision, Tradeoffs and rejections, Why
 ### Community 156 - "ResponseWriter"
 Cohesion: 0.18
 Nodes (13): AdminPatterns(), HandlerFunc, Request, ResponseWriter, Time, Handler, readerPathID(), since() (+5 more)
 ### Community 273 - "AGENTS.md"
 Cohesion: 0.50
 Nodes (3): Live URL shapes (verified 2026-07-26, may drift — re-check against live pages before trust), Second script: `novel-bookmark.user.js`, Userscript structure (single IIFE, `manga-bookmark.user.js`)
 ## Knowledge Gaps
 - **524 isolated node(s):** `bookmarkmanager/backend`, `ctxKey`, `loginView`, `ctxKey`, `test` (+519 more)
  These have ≤1 connection - possible missing edges or undocumented components.
 - **151 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
 ## Suggested Questions
 _Questions this graph is uniquely positioned to answer:_
 - **Why does `Open()` connect `CDP Browser Client` to `Cover Fetch Test Helpers`, `Series Acquisition Tests`, `Bookmarks API Tests`, `pgtest.go`, `Store Tests`, `Store`?**
  _High betweenness centrality (0.060) - this node is a cross-community bridge._
 - **Why does `New()` connect `Series Acquisition Tests` to `Bookmarks API Tests`, `Cover & Acquire Internals`, `Handler`, `Session Middleware`, `CDP Browser Client`, `ResponseWriter`?**
  _High betweenness centrality (0.050) - this node is a cross-community bridge._
 - **Why does `newRouter()` connect `Bookmarks API Tests` to `Cover Fetch Test Helpers`, `Bookmarks API Handler`, `Series Acquisition Tests`, `ResponseWriter`?**
  _High betweenness centrality (0.030) - this node is a cross-community bridge._
 - **Are the 25 inferred relationships involving `newTestStore()` (e.g. with `TestAcquireDoesNotBlockTheWrite()` and `TestAcquireFailureLeavesTheBookmarkIntact()`) actually correct?**
  _`newTestStore()` has 25 INFERRED edges - model-reasoned connections that need verification._
 - **Are the 48 inferred relationships involving `testConfig()` (e.g. with `TestListRendersAcquiredCover()` and `TestPublicCoverNeverEchoesNonImage()`) actually correct?**
  _`testConfig()` has 48 INFERRED edges - model-reasoned connections that need verification._
 - **Are the 8 inferred relationships involving `newWebTestServer()` (e.g. with `TestListRendersAcquiredCover()` and `TestPublicCoverRejectsUnknownAddress()`) actually correct?**
  _`newWebTestServer()` has 8 INFERRED edges - model-reasoned connections that need verification._
 - **What connects `bookmarkmanager/backend`, `ctxKey`, `loginView` to the rest of the system?**
  _556 weakly-connected nodes found - possible documentation gaps or missing edges._
@@ -1,677 +0,0 @@
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