/bedrock:compress — Vault Alignment Engine
SkillAI & modelsVault alignment engine. Detects and fixes 5 types of structural misalignments: broken backlinks, concept fragmentation, entity miscategorization, duplicated entities, and misnamed entities. Delegates all writes to /bedrock:preserve. Supports interactive mode (user confirmation) and cron mode (autonomous mechanical fixes + queued semantic proposals). Use when: "bedrock compress", "bedrock-compress", "align vault", "fix backlinks", "fix misalignments", "/bedrock:compress".
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the /bedrock:compress — Vault Alignment Engine skill
What this skill tells your AI
The instructions your AI receives, as published by iurykrieger/claude-bedrock in skills/compress/SKILL.md and read by ahel’s review.
Plugin Paths
Entity definitions and templates are in the plugin directory, not the vault root. Use the "Base directory for this skill" provided at invocation to resolve paths:
- Entity definitions:
<base_dir>/../../entities/ - Templates:
<base_dir>/../../templates/{type}/_template.md - Plugin CLAUDE.md:
<base_dir>/../../CLAUDE.md(already injected automatically into context)
Where <base_dir> is the path provided in "Base directory for this skill".
Vault Resolution
Resolve which vault to compress. This skill can be invoked from any directory.
Step 1 — Parse --vault flag:
Check if the input arguments include --vault <name>. If found, extract the vault name and remove it from the arguments before parsing --mode.
Step 2 — Resolve vault path:
-
If
--vault <name>was provided: Read the vault registry at<base_dir>/../../vaults.json. Find the entry matching the name. If not found: error — "Vault<name>is not registered. Run/bedrock:vaultsto see available vaults." If found: setVAULT_PATHto the entry'spathvalue. Store the resolved vault name asVAULT_NAME. -
If no
--vaultflag — CWD detection: Read<base_dir>/../../vaults.json. Check if the current working directory is inside any registered vault path (CWD starts with a registered vault's absolute path). If multiple match, use the longest path (most specific). If found: setVAULT_PATHto the matching vault'spath. Store its name asVAULT_NAME. -
If CWD detection fails — default vault: From the registry, find the vault with
"default": true. If found: setVAULT_PATHto the default vault'spath. Store its name asVAULT_NAME. -
If no resolution: Error — "No vault resolved. Available vaults:" followed by the registry listing. "Use
--vault <name>to specify, or run/bedrock:setupto register a vault."
Step 3 — Validate vault path:
test -d "<VAULT_PATH>" && echo "exists" || echo "missing"
If missing: error — "Vault path <VAULT_PATH> does not exist on disk. Run /bedrock:setup to re-register."
Step 4 — Read vault config:
cat <VAULT_PATH>/.bedrock/config.json 2>/dev/null
Extract language, git.strategy, and other relevant fields for use in later phases.
From this point forward, ALL vault file operations use <VAULT_PATH> as the root.
- Entity directories:
<VAULT_PATH>/actors/,<VAULT_PATH>/people/, etc. - Git operations:
git -C <VAULT_PATH> <command> - When delegating to
/bedrock:preserve, pass--vault <VAULT_NAME>
Overview
This skill scans all entities in the vault, detects 5 types of structural misalignments,
proposes fixes to the user, and delegates all writes to /bedrock:preserve.
You are an execution agent. Follow the phases below in order, without skipping steps.
Execution modes
The skill accepts an optional --mode argument:
interactive(default): all 5 capabilities prompt the user for confirmation before execution.cron: capabilities 1 and 4 (mechanical, deterministic) execute autonomously without confirmation. Capabilities 2, 3, and 5 (semantic, judgment-dependent) are detected but written as a proposal to a fleeting note for human review — they are NOT executed.
Parse the mode from the invocation arguments. If no --mode is specified, default to interactive.
Five alignment capabilities
| # | Capability | Type | Cron behavior |
|---|---|---|---|
| 1 | Broken backlinks | Mechanical | Autonomous — fix without confirmation |
| 2 | Concept match | Semantic | Queued — write proposal to fleeting note |
| 3 | Entity misalignment | Semantic | Queued — write proposal to fleeting note |
| 4 | Duplicated entities | Mechanical | Autonomous — fix without confirmation |
| 5 | Misnamed entities | Semantic | Queued — write proposal to fleeting note |
Critical rules:
- NEVER write entity files directly — all mutations go through
/bedrock:preserve - NEVER execute semantic capabilities (2, 3, 5) without confirmation in interactive mode
- NEVER execute semantic capabilities (2, 3, 5) autonomously in cron mode — always queue
- NEVER remove existing wikilinks
- NEVER delete entities (compress aligns, it does not delete)
- People/Teams/Concepts/Topics: append-only — never delete content
- Actors: free merge — may edit body freely
Phase 0 — Sync the Vault
Execute:
git -C <VAULT_PATH> pull --rebase origin main
If it fails:
- No remote: warn "No remote configured. Working locally." and proceed.
- Conflict:
git -C <VAULT_PATH> rebase --abortand warn the user. Do NOT proceed without resolving.
Phase 1 — Scan and Detect
Scan the entire vault and run all 5 detection algorithms. Store results for Phase 2.
1.0 Load entity definitions and config
Read the entity definitions from the plugin directory to understand classification criteria:
<base_dir>/../../entities/concept.md— needed for capability 2 (concept match)<base_dir>/../../entities/*.md— needed for capability 3 (entity misalignment)<base_dir>/../../entities/code.md— needed for capability 1 graph-side detection (§1.2.2)
Store the "When to create", "When NOT to create", and "How to distinguish" sections from each entity definition for use in detection.
Read vault config for graph-side detection:
cat <VAULT_PATH>/.bedrock/config.json 2>/dev/null
Extract code.cluster_threshold (default 0.85, used by §1.2.2 for Scenario A-extended similarity matching and Scenario B clustering) and code.max_per_actor (default 200, used in Phase 5 to surface cap overrun warnings — never enforced as a hard limit). If .bedrock/config.json is missing or has no code block, use the defaults silently.
1.1 Read all entities
For each entity directory (<VAULT_PATH>/actors/, <VAULT_PATH>/people/, <VAULT_PATH>/teams/, <VAULT_PATH>/concepts/, <VAULT_PATH>/topics/, <VAULT_PATH>/discussions/, <VAULT_PATH>/projects/, <VAULT_PATH>/fleeting/):
- List all
.mdfiles, excluding_template.mdand_template_node.md- For actors: include both
<VAULT_PATH>/actors/*.md(flat) and<VAULT_PATH>/actors/*/*.md(folder)
- For actors: include both
- For each entity, read frontmatter + body
- Extract:
typefrom frontmatternamefrom frontmatter (or filename as fallback)aliasesfrom frontmatter (array)- All wikilinks
[[target]]from body AND frontmatter arrays - All proper nouns, service names, team names, person names mentioned in the body (for capabilities 4 and 5)
Optimization for large vaults: If the vault has more than 100 entities in a type, use subagents via Agent tool to parallelize reading by entity type.
Output: vault_data map: entity_name → {type, name, aliases[], wikilinks[], body_mentions[], frontmatter, body}
1.2 Capability 1 — Detect broken backlinks
Cap 1 detects backlinks that are broken on either of two layers: markdown wikilinks (§1.2.1, today's behavior) and graph-side back-pointers (§1.2.2, total-binding rule).
1.2.1 Markdown-side backlinks (existing behavior)
For each entity A in vault_data:
- For each wikilink
[[B]]found in A (body or frontmatter arrays):- Skip if B does not exist as an entity file in the vault (wikilinks to non-existent entities are valid in Obsidian)
- If B exists: check if B contains a wikilink
[[A]](body or frontmatter arrays) - If B does NOT link back to A: register as broken backlink with
kind: "markdown_backlink"
Output: broken_backlinks[] — list of {kind: "markdown_backlink", source: A, target: B, direction: "A→B exists, B→A missing"}
1.2.2 Graph-side back-pointers (total-binding rule)
Rule: every node in <VAULT_PATH>/graphify-out/graph.json MUST end up with vault_entity_path set. There is NO relevance filter at /compress time — confidence level (EXTRACTED / INFERRED / AMBIGUOUS), trivial labels (Test / Mock / Builder / Stub / Fixture), degree, is_god_node, edge_count do NOT exclude any node from binding.
Best-effort load. If <VAULT_PATH>/graphify-out/graph.json is missing, empty, or invalid JSON, skip §1.2.2 silently and proceed with §1.2.1 results only. The /compress run continues normally.
GRAPH_PATH="<VAULT_PATH>/graphify-out/graph.json"
test -s "$GRAPH_PATH" && python3 -c "import json,sys; json.load(open('$GRAPH_PATH'))" 2>/dev/null && echo "OK" || echo "SKIP"
If OK, also load <VAULT_PATH>/graphify-out/.graphify_analysis.json (best-effort — when missing or stale, fall back to semantically_similar_to-only grouping; same fallback used by /preserve Phase 1.3 step 5).
Build the entity-id index. For each code entity in vault_data (i.e., entities under <VAULT_PATH>/actors/*/nodes/), normalize ids to a set:
ids = set()
fm = entity.frontmatter
if isinstance(fm.get("graphify_node_ids"), list):
ids.update(fm["graphify_node_ids"])
if isinstance(fm.get("graphify_node_id"), str): # legacy singular — backward compat
ids.add(fm["graphify_node_id"])
Build a map entity_id_index: id → entity_path covering every code entity. Build bound_node_ids = set(entity_id_index.keys()).
Walk every node in graph.json. For each node N with id and OPTIONAL vault_entity_path:
-
If
vault_entity_pathis already set on N → already bound, skip. -
Otherwise classify in priority order — stop at first matching shape:
-
Scenario A —
back_pointer_missing. IfN.id ∈ bound_node_ids: register{kind: "graph_back_pointer", shape: "back_pointer_missing", node_id: N.id, entity_path: entity_id_index[N.id]}. -
Scenario A-extended —
extend_existing. Find any node M such that:M.id ∈ bound_node_ids(M is bound to some entity E),- There is an edge
(N, M)or(M, N)ofrelation: "semantically_similar_to"withconfidence_score ≥ code.cluster_threshold, - OR (when
.graphify_analysis.jsonis present)community_id(N) == community_id(M)AND (is_god_node(M)OR (edge_count(N) ≥ 2ANDedge_count(M) ≥ 2)).
If found, pick the M with the highest
confidence_score(or highest degree if community-based) and register{kind: "graph_back_pointer", shape: "extend_existing", node_id: N.id, target_entity_path: entity_id_index[M.id], target_node_id: M.id, similarity: <score>}. -
Scenario B —
orphan_graph_node. Otherwise, mark N as a Scenario B candidate. Do NOT register yet — Scenario B candidates are clustered together first (next step).
-
Cluster Scenario B candidates using the Part 2 grouping algorithm (mirrors /preserve Phase 1.3 step 5):
- Two Scenario B nodes are in the same cluster if there is a
semantically_similar_toedge between them withconfidence_score ≥ code.cluster_threshold, OR they sharecommunity_idAND (at least one isis_god_nodeOR both haveedge_count ≥ 2). - If
.graphify_analysis.jsonis absent or stale, only thesemantically_similar_torule applies. - Singletons form their own cluster of size 1.
- Each cluster carries:
cluster_id(synthetic),member_node_ids[](the union of node ids — this becomes thegraphify_node_idsarray of the resultingcodeentity),representative(highest-degree node in the cluster — used forlabel,source_file,node_type).
Resolve actor_context for each Scenario B cluster via (b) + (c) from the spec:
- (b) Mechanical inference: extract the cluster representative's
source_fileand take the first path segment (e.g.,billing-api/src/Foo.cs→ candidate slugbilling-api). Match (case-insensitive, kebab-case) against existing actor slugs in<VAULT_PATH>/actors/.- Single match → set
actor_context = <slug>. - No match → mark cluster as
actor_context: null— it will be classified asconceptglobal /topic/fleetingper the corpus-agnostic branch from/preservePhase 1.3 step 6. - Ambiguous match (2+ candidates) → mark cluster as
actor_context: <list-of-candidates>for (c) resolution in Phase 3.
- Single match → set
- (c) Phase 3 fallback (resolved later in this run): in
--mode interactivethe user picks; in--mode cronthe cluster is queued in thecompress-proposalsfleeting note.
For each Scenario B cluster, register {kind: "graph_back_pointer", shape: "orphan_graph_node", member_node_ids: [...], representative: <node>, actor_context: <slug | null | candidates[]>, node_type: <inferred>}.
Inferring node_type for Scenario B clusters (mirrors /preserve Phase 1.3 step 6):
- Representative
file_type=codeAST node (function / class / module / interface) → correspondingnode_type. - Representative label matches HTTP/RPC pattern →
node_type: endpoint. - Representative
file_type=document/paperand hasrationale_foredges OR label markers (ADR / RFC / "decision" / "chose" / "decided") →node_type: decision. - Otherwise
node_type: concept.
Output: broken_backlinks[] is now a list mixing both kinds:
{kind: "markdown_backlink", source, target, direction}— from §1.2.1.{kind: "graph_back_pointer", shape: "back_pointer_missing", node_id, entity_path}— Scenario A.{kind: "graph_back_pointer", shape: "extend_existing", node_id, target_entity_path, target_node_id, similarity}— Scenario A-extended.{kind: "graph_back_pointer", shape: "orphan_graph_node", member_node_ids, representative, actor_context, node_type}— Scenario B.
1.3 Capability 2 — Detect concept fragmentation
Scan all entity bodies for recurring terms or phrases that:
- Appear in 3+ different entities (across any types)
- Do NOT have a corresponding entity file in
<VAULT_PATH>/concepts/(or any other entity directory) - Are NOT already wrapped in a wikilink
[[term]]
For each candidate term, evaluate against the concept entity definition (entities/concept.md):
- Is it timeless and definitional? (not temporal, not an initiative)
- Is it actor-independent? (not specific to one system's implementation)
- Does it match "When to create" criteria?
- Does it NOT match "When NOT to create" criteria?
Filter out:
- Common English words and generic terms
- Terms that are already entity filenames or aliases
- Terms shorter than 2 words (unless they are well-known patterns like "CQRS", "mTLS")
Output: concept_candidates[] — list of {term, occurrences: [{entity, context_snippet}], meets_concept_criteria: bool}
1.4 Capability 3 — Detect entity misalignment
For each entity in vault_data:
- Read the entity's frontmatter
typefield - Read the corresponding entity definition from
entities/<type>.md - Evaluate the entity's content against:
- "When to create" criteria for the current type → does the entity still qualify?
- "When NOT to create" criteria for the current type → does the entity violate any?
- "How to distinguish" table → does the entity look like another type?
- If a different type is a better fit:
- Score the entity against "When to create" criteria of the proposed new type
- Score the entity against "When NOT to create" criteria of the proposed new type
- If the new type scores higher: flag as misaligned
Focus on these common misalignments:
- Fleeting notes that have matured into topics, actors, or concepts (critical mass, corroboration)
- Topics that are actually concepts (timeless definition vs. temporal initiative)
- Actors that are actually projects (no repo/deployment yet)
Output: misaligned_entities[] — list of {entity, current_type, proposed_type, reason}
1.5 Capability 4 — Detect duplicated entities
Scan all entity bodies for proper nouns, service names, team names, and person names that:
- Are mentioned in 3+ different entity files
- Do NOT have a corresponding entity file anywhere in the vault
- Are NOT already wrapped in a wikilink
[[name]]
Identification heuristics:
- Capitalized multi-word phrases (e.g., "Payment Gateway", "Alice Smith")
- Kebab-case or camelCase terms that look like service names (e.g., "billing-api", "notificationService")
- Terms following patterns like "the X team", "the X service", "X squad"
Filter out:
- Terms that are already entity filenames or aliases (existing entities)
- Generic organizational terms ("the team", "the service", "the API")
- Terms that appear only within wikilinks (already linked)
Output: missing_entities[] — list of {name, inferred_type, mentions: [{entity, context_snippet}]}
1.6 Capability 5 — Detect misnamed entities
Scan for name variants of the same real-world entity:
- For each entity, collect all known names: filename (kebab-case),
namefield,aliases[] - For each proper noun/service name found in body text across the vault:
- Check if it is a variant of an existing entity name (case-insensitive, with/without hyphens, abbreviated forms)
- Example matches: "Iury" ↔ "Iury Krieger", "billing-api" ↔ "BillingAPI" ↔ "Billing API"
- If a mention is a variant of an existing entity but NOT wrapped in a wikilink AND
the variant is NOT in the entity's
aliases[]: flag as misnamed - If two distinct entity files refer to the same real-world entity (e.g.,
iury.mdandiury-krieger.md): flag as duplicate entity files requiring merge
Output: misnamed_entities[] — list of {canonical_entity, variant_name, found_in: [{entity, context_snippet}], action: "add_alias" | "merge_entities"}
Phase 2 — Build Proposal
Present all findings to the user in a structured report, grouped by capability.
2.1 Summary table
## /bedrock:compress — Alignment Proposal
| # | Capability | Findings | Mode |
|---|---|---|---|
| 1 | Broken backlinks | N found | Autonomous / Interactive |
| 2 | Concept match | N candidates | Queued / Interactive |
| 3 | Entity misalignment | N misaligned | Queued / Interactive |
| 4 | Duplicated entities | N missing | Autonomous / Interactive |
| 5 | Misnamed entities | N variants | Queued / Interactive |
**Total findings:** N
**Mode:** interactive / cron
2.2 Capability 1 — Broken backlinks
Cap 1 has one or two layers depending on whether graph.json was loaded in §1.2.2.
### Capability 1: Broken Backlinks
#### 1A — Markdown backlinks
| # | Source | Target | Missing direction |
|---|---|---|---|
| 1 | [[entity-a]] | [[entity-b]] | entity-b → entity-a |
| 2 | [[entity-c]] | [[entity-d]] | entity-d → entity-c |
**Fix:** Add missing backlinks in target entities via /bedrock:preserve.
#### 1B — Graph back-pointers (when graph.json was loaded)
##### Shape: back_pointer_missing (mechanical)
| # | Graph node id | Entity that owns it | Action |
|---|---|---|---|
| 1 | `billing_api_processTransaction` | `actors/billing-api/nodes/process-transaction.md` | Re-trigger Phase 6.5 propagation (no-op update) |
##### Shape: extend_existing (mechanical, similarity-based)
| # | Orphan node id | Target entity | Similar to bound node | Score |
|---|---|---|---|---|
| 1 | `billing_api_processTransactionV2` | `actors/billing-api/nodes/process-transaction.md` | `billing_api_processTransaction` | 0.92 |
##### Shape: orphan_graph_node (semantic, materialize new entity)
| # | Cluster repr. | Member ids | Resolved actor_context | node_type |
|---|---|---|---|---|
| 1 | `billing_api_validateAmount` | `[billing_api_validateAmount, billing_api_validateAmountV2]` | `billing-api` | function |
| 2 | `auth_decisions_jwt_choice` | `[auth_decisions_jwt_choice]` | `auth-api` | decision |
#### Cap overrun warnings (when applicable)
| Actor | Existing code entities | Proposed (Scenario B) | Total | Cap |
|---|---|---|---|---|
| `billing-api` | 198 | 12 | 210 | 200 |
**Fix:** /compress will proceed with all proposals — cap is a warning, not a block. Maintainer can raise `code.max_per_actor` in `.bedrock/config.json` afterwards if needed.
If no broken backlinks found across both layers: "No broken backlinks found."
If §1.2.2 was skipped (no graph.json or invalid): "Graph-side detection skipped — graph.json is missing or invalid in <VAULT_PATH>/graphify-out/."
2.3 Capability 2 — Concept match
### Capability 2: Concept Fragmentation
| # | Candidate concept | Occurrences | Entities |
|---|---|---|---|
| 1 | "event sourcing" | 5 | [[actor-a]], [[topic-b]], [[actor-c]], ... |
| 2 | "circuit breaker" | 3 | [[actor-d]], [[actor-e]], [[topic-f]] |
**Fix:** Create concept entities and add wikilinks in referencing entities via /bedrock:preserve.
If no candidates found: "No concept fragmentation found."
2.4 Capability 3 — Entity misalignment
### Capability 3: Entity Misalignment
| # | Entity | Current type | Proposed type | Reason |
|---|---|---|---|---|
| 1 | [[note-about-cqrs]] | fleeting | concept | Meets critical mass: >3 paragraphs, timeless definition |
| 2 | [[new-checkout-system]] | actor | project | No repo or deployment yet |
**Fix:** Recategorize via /bedrock:preserve (create under new type, mark original as promoted/consolidated).
If no misalignments found: "No entity misalignments found."
2.5 Capability 4 — Duplicated entities
### Capability 4: Missing Entities (Mentioned but Not Created)
| # | Name | Inferred type | Mentions |
|---|---|---|---|
| 1 | "Payment Gateway" | actor | 4 mentions in [[topic-a]], [[actor-b]], [[discussion-c]], [[actor-d]] |
| 2 | "Alice Smith" | person | 3 mentions in [[discussion-e]], [[topic-f]], [[discussion-g]] |
**Fix:** Create missing entities and establish backlinks via /bedrock:preserve.
If no missing entities found: "No duplicated entity mentions found."
2.6 Capability 5 — Misnamed entities
### Capability 5: Misnamed Entities
| # | Canonical entity | Variant found | Found in | Action |
|---|---|---|---|---|
| 1 | [[iury-krieger]] | "Iury" | [[discussion-a]], [[topic-b]] | Add alias + wikilink |
| 2 | [[billing-api]] | "BillingAPI" | [[actor-c]] | Add alias + wikilink |
| 3 | [[iury.md]] + [[iury-krieger.md]] | Same person | — | Merge entities |
**Fix:** Add aliases and wikilinks, or merge duplicate entity files via /bedrock:preserve.
If no misnamed entities found: "No misnamed entities found."
2.7 No findings
If ALL 5 capabilities found 0 issues: Report "Vault is aligned. No misalignments detected." and end (skip Phases 3-5).
Phase 3 — Confirmation and Mode Handling
Interactive mode (--mode interactive or default)
Present the full proposal from Phase 2 and ask:
Confirm execution? (yes / no / partial)
- **yes**: execute all findings
- **no**: abort
- **partial**: specify which capabilities or individual findings to execute (e.g., "only capability 1 and 4", "all except finding 3 in capability 5")
STOP HERE and wait for user confirmation.
If the user says "no": report "No changes made." and end. If the user partially confirms: filter the execution list accordingly.
Cron mode (--mode cron)
No user confirmation needed for mechanical capabilities. Split findings:
Autonomous execution (mechanical):
- Capability 1 markdown backlinks (§1.2.1).
- Capability 1 graph back-pointers —
back_pointer_missing(§1.2.2 Scenario A). - Capability 1 graph back-pointers —
extend_existing(§1.2.2 Scenario A-extended). - Capability 4.
- Proceed directly to Phase 4 with these findings.
- When invoking
/bedrock:preserve, include in the prompt: "Autonomous mode — do not ask for confirmation, process directly."
Queued proposals (semantic):
- Capabilities 2, 3, 5.
- Capability 1 graph back-pointers —
orphan_graph_node(§1.2.2 Scenario B), including clusters whoseactor_contextcould not be resolved mechanically (no match) or that have ambiguous candidates. - If there are findings of any of the above, compile them into a single fleeting note
and delegate creation to
/bedrock:preserve:
Shortened here. Read the whole file on GitHub.
Signals
- GitHub stars
- 99
- Forks
- 8
- Last commit
- May 2026
- Hacker News mentions
- 20
Advanced
- Catalog kind
- skill
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compress-iurykrieger- Source
- github.com/iurykrieger/claude-bedrock