diff --git a/docs/roadmap/BACKLOG.md b/docs/roadmap/BACKLOG.md
index bf1c62a9..36c61d81 100644
--- a/docs/roadmap/BACKLOG.md
+++ b/docs/roadmap/BACKLOG.md
@@ -109,9 +109,19 @@ Co-change data captures historical coupling from git history. Currently only use
 | ID | Title | Description | Category | Benefit | Zero-dep | Foundation-aligned | Problem-fit (1-5) | Breaking | Depends on |
 |----|-------|-------------|----------|---------|----------|-------------------|-------------------|----------|------------|
 | 53 | Co-change coupling in triage | Files with high co-change Jaccard scores are maintenance risks — changing one always requires changing the other. Add `coChangeCoupling` as a triage scoring dimension using the max Jaccard score for each file. | Intelligence | Triage surfaces tightly coupled file pairs that static dependency analysis may miss — hidden coupling from shared business logic or implicit contracts | ✓ | ✓ | 4 | No | — |
-| 54 | Co-change communities vs dependency communities | Compare Louvain communities from the dependency graph with clusters from co-change data. Files that co-change frequently but live in different dependency communities indicate hidden coupling or architectural drift. | Architecture | Surfaces coupling that the static graph can't see — two modules may have no import relationship but always change together due to shared assumptions | ✓ | ✓ | 3 | No | — |
+| 54 | Co-change communities vs dependency communities | Compare Leiden communities from the dependency graph with clusters from co-change data. Files that co-change frequently but live in different dependency communities indicate hidden coupling or architectural drift. | Architecture | Surfaces coupling that the static graph can't see — two modules may have no import relationship but always change together due to shared assumptions | ✓ | ✓ | 3 | No | #545 |
 | 55 | Missing co-change partner warning in `check` | When `--staged` changes touch file A but not its historical partner file B (high Jaccard), emit a warning: "file A historically co-changes with file B — did you forget to update it?" | CI | Catches incomplete changes in CI — the most common source of subtle bugs is changing one file in a coupled pair but forgetting the other | ✓ | ✓ | 4 | No | — |
 
+### Tier 1e.1 — Community leverage (build on vendored Leiden algorithm)
+
+Community detection will use a vendored Leiden optimiser (PR #545) with full control over resolution, quality functions, and refinement. Currently consumed by `communities` command and HTML viewer enrichment via `graphology-communities-louvain`. These features deepen community awareness across the analysis pipeline once the Leiden vendoring lands.
+
+| ID | Title | Description | Category | Benefit | Zero-dep | Foundation-aligned | Problem-fit (1-5) | Breaking | Depends on |
+|----|-------|-------------|----------|---------|----------|-------------------|-------------------|----------|------------|
+| 100 | Weighted community labels | Auto-generate a human-readable label for each community from its member files and symbols. Heuristics: most common directory prefix, dominant symbol kinds, shared naming patterns (e.g., "parsing pipeline", "CLI presentation", "graph algorithms"). Store labels in `communities` output and `graph-enrichment.js`. Expose as `--labels` flag on `communities` command. | Intelligence | Raw community IDs (0, 1, 2…) are meaningless to agents and humans. Labels like "database layer" or "test utilities" make community output immediately actionable — agents can reference architectural groups by name instead of number | ✓ | ✓ | 3 | No | #545 |
+| 101 | Hierarchical community decomposition | Run Leiden at multiple resolution levels (e.g., γ=0.5, 1.0, 2.0) and expose nested community structure — macro-clusters containing sub-clusters. The vendored optimiser already computes multi-level coarsening internally; surface it as `communities --hierarchical` with a tree output showing which fine-grained communities nest inside coarse ones. Store hierarchy in a `community_hierarchy` table or JSON metadata. | Architecture | Single-resolution communities force a choice between broad architectural groups and tight cohesion clusters. Hierarchical decomposition gives both — agents can zoom from "this is the graph subsystem" to "specifically the Leiden algorithm cluster within it" without re-running at different resolutions | ✓ | ✓ | 3 | No | #545 |
+| 102 | Community-aware impact scoring | Factor community boundaries into `fn-impact` and `diff-impact` risk scoring. Changes that cross community boundaries are architecturally riskier than changes within a single community — they indicate coupling between modules that should be independent. Add `crossCommunityCount` to impact output and weight it in triage risk scoring. A function with blast radius 5 all within one community is lower risk than blast radius 5 spanning 4 communities. | Analysis | Directly improves blast radius accuracy — the core problem codegraph exists to solve. Community-crossing impact is a strong signal for architectural coupling that raw call-chain fan-out doesn't capture | ✓ | ✓ | 4 | No | #545 |
+
 ### Tier 1f — Embeddings leverage (build on existing `embeddings` table)
 
 Symbol embeddings and FTS index are populated via `codegraph embed`. Currently only consumed by the `search` command. The vectors and `cosineSim()` function already exist.
@@ -190,7 +200,7 @@ Items identified by the architectural audit (v3.1.4) that don't fit existing tie
 | 93 | ~~Shell completion for CLI~~ | ~~Commander supports shell completion but it's not implemented. `codegraph completion bash\|zsh\|fish` outputs the appropriate script. Basic UX gap for a CLI tool with 40+ commands.~~ | Developer Experience | ~~Tab completion makes the CLI discoverable — users find commands without reading docs. Reduces friction for new users and agents exploring available commands~~ | ✓ | ✓ | 2 | No | — | **PROMOTED** — Moved to ROADMAP Phase 7.11 |
 | 94 | VS Code extension | Replace the planned Web UI (removed from roadmap Phase 12) with a VS Code extension providing: webview-based graph visualization (reusing the existing `viewer.js` HTML), go-to-definition via graph edges, inline impact annotations on hover, integration with the MCP server for queries, and a sidebar panel for triage/audit results. VS Code is the right UI target for developer tools in 2026. | Visualization | Developers get graph intelligence directly in their editor — no context switching to a browser or terminal. Impact annotations on hover surface blast radius without running commands | ✗ | ✓ | 3 | No | — |
 | 95 | SARIF output for cycle detection | Add SARIF output format so cycle detection integrates with GitHub Code Scanning, showing issues inline in PRs. Currently planned for Phase 11 but could be delivered as early as Phase 7 since it's a pure output format addition. | CI | GitHub Code Scanning integration surfaces cycle violations directly in PR review — no separate CI step or comment bot needed | ✓ | ✓ | 3 | No | — |
-| 96 | Fix README runtime dependency count | README claims "Only 3 runtime dependencies" but there are 5 — it omits `graphology` and `graphology-communities-louvain` which are in `package.json` `dependencies` (not optional). Correct to 5. | Documentation | Accuracy — users and contributors should be able to trust the README | ✓ | ✓ | 1 | No | — |
+| 96 | Fix README runtime dependency count | README claims "Only 3 runtime dependencies" but there are 5 — it omits `graphology` and `graphology-communities-louvain` which are in `package.json` `dependencies` (not optional). Correct to 5. | Documentation | Accuracy — users and contributors should be able to trust the README | ✓ | ✓ | 1 | No | #545 | **SUPERSEDED** — PR #545 removes `graphology` and `graphology-communities-louvain`, making the README's "3 runtime dependencies" claim correct again. No further action needed once #545 merges. |
 
 ### Tier 2 — Foundation-aligned, needs dependencies