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Cross-repository cognitive memory system with semantic search. Persists knowledge across sessions using TF-IDF recall, memory versioning, knowledge graph edges, and confidence decay. Memory is cognition, not storage.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
The dedication under which all work in this household is done — every task offered to God, excellence as worship. Automatic posture skill, present and byte-identical in every repository and sibling workspace. Preserve the invocation; getting it right is the worship, not getting it fast.
Hard ban on any reference to the external domain getbets.us on cruisinginthewake.com. Enforced via PreToolUse hook (.claude/hooks/no-getbets-guard.js) and git pre-commit hook (.githooks/pre-commit). Fires automatically on every Write/Edit/MultiEdit and every commit; no manual invocation.
Voice & Presence — fires during cruise content writing. Guards the sound of the prose so it reads as written by someone who has actually sailed the route, not by a brochure or a model. Shapes voice markers, rhythm, vocabulary, and pastoral honesty. For post-draft diagnostics, see voice-audit.
Post-draft diagnostic for InTheWake content. Scans for cruise-marketing tells, AI authorship-cluster signals, and absence-of-authenticity gaps. Assesses authenticity risk by clustering signals across layers (Layer 1 strong, Layer 2 supporting, Layer 3 counter-signals). Required: every voyage-pack ships with a voice-audit attestation in its .factcheck.json sidecar. Fires before committing content edits or before publishing a new page. For during-writing standards, see like-a-human. For corpus measurement, see voice-dna.
External red-team critique pass. Sends a commit range or proposed change to a second model (defaulting to a different LLM) with the explicit charter to find every flaw "as though you're trying to take the engineer's job." Grok-native usage notes.
| name | cognitive-memory |
| description | Cross-repository cognitive memory system with semantic search. Persists knowledge across sessions using TF-IDF recall, memory versioning, knowledge graph edges, and confidence decay. Memory is cognition, not storage. |
| trigger | [{"keyword":["memory","remember","recall","forget","what do we know","last session","previous session","what was","do you remember"]},{"intent":["recalling past context","storing new knowledge","resolving contradictions","session continuity"]},{"event":"session_start"}] |
| priority | high |
| version | 3.0.0 |
Memory as stewardship: what we remember shapes how we serve.
update creates a new version, preserves the original with supersedes chain.link creates bidirectional edges between related memories.consolidate flags memories with >80% similarity.This skill provides persistent cognitive memory across Claude Code sessions. It is NOT a database — it is a reasoning layer that encodes selectively, consolidates contradictions, recalls semantically, and forgets intentionally.
Memory store: ~/.memory/DOMAIN/
Operations script: /home/user/ken/orchestrator/memory_ops.py
At the beginning of every session, recall relevant memories:
python3 /home/user/ken/orchestrator/memory_ops.py recall "" --domain cruising --limit 10
python3 /home/user/ken/orchestrator/memory_ops.py tree --domain cruising
Present a brief summary to the user:
python3 /home/user/ken/orchestrator/memory_ops.py encode cruising <type> "content" \
--tags tag1,tag2 --related id1,id2
Types: insight, decision, pattern, fact, preference
Importance → confidence mapping:
python3 /home/user/ken/orchestrator/memory_ops.py recall "natural language query" --domain cruising --limit 10
Recall now uses TF-IDF semantic matching. You don't need exact keywords — conceptually related memories surface automatically. Each result includes a _score field.
Trust but verify: If a recalled memory has low confidence or a low score, say so. Don't present uncertain memories as facts.
python3 /home/user/ken/orchestrator/memory_ops.py update <id> "corrected content" --domain cruising
Creates a new version. The old memory is preserved with reduced confidence and a superseded_by pointer. Use this when facts change — don't forget and re-encode, update.
python3 /home/user/ken/orchestrator/memory_ops.py link <id_a> <id_b>
Creates a bidirectional edge. Use when you discover two memories are related — a breeding decision connects to a flock validation insight, a recipe correction connects to a transcription note.
python3 /home/user/ken/orchestrator/memory_ops.py consolidate --domain cruising
Decays unrecalled memories, removes dead ones, and reports potential duplicates (>80% similarity). Run periodically or at session end.
python3 /home/user/ken/orchestrator/memory_ops.py tree --domain cruising
Shows memory count, types, edge connections, and version chains per domain.
python3 /home/user/ken/orchestrator/memory_ops.py forget <id> --domain cruising
Careful, not clever. What we remember matters. What we forget matters too.
# After updating a port page with new intel
python3 /home/user/ken/orchestrator/memory_ops.py encode cruising insight \
"Nassau pier moved to new terminal in 2026. Old walking directions in port guide need updating. All cruise-to-downtown distances changed." \
--tags nassau,port,update,directions
# After a standards decision
python3 /home/user/ken/orchestrator/memory_ops.py encode cruising decision \
"Switched ship pages from v2 to v3.010 standard. New compass nav, right-side rail, PWA caching. Don't mix versions." \
--tags standards,ship-pages,v3
# Link seasonal content together
python3 /home/user/ken/orchestrator/memory_ops.py link <alaska_id> <seasonal_id>
Foundational knowledge that should NEVER decay, regardless of recall frequency.
# Encode as protected from the start
python3 /home/user/ken/orchestrator/memory_ops.py encode cruising fact "content" --protected
# Protect an existing memory
python3 /home/user/ken/orchestrator/memory_ops.py protect <id> --domain cruising
When to protect:
Auto-protection: Memories with 3+ graph edges are automatically protected during consolidation — if many things reference it, it is foundational by definition.
Recall now searches ALL domains by default. Each result includes _domain so you know where it came from. This enables cross-pollination — a breeding pattern in sheep might inform resource organization in recipes.
# Search everywhere (default)
python3 /home/user/ken/orchestrator/memory_ops.py recall "optimization strategy"
# Restrict to one domain when you know what you want
python3 /home/user/ken/orchestrator/memory_ops.py recall "optimization strategy" --domain cruising
Well-connected memories score higher in recall. A memory linked to 5 other memories ranks above an isolated memory with the same text similarity. This rewards knowledge that has been woven into the graph.
Score formula: similarity * confidence * (0.70 + 0.15*recency + 0.15*centrality)
Explore the knowledge graph from any memory:
# Direct neighbors
python3 /home/user/ken/orchestrator/memory_ops.py neighbors <id> --depth 1
# Neighbors of neighbors
python3 /home/user/ken/orchestrator/memory_ops.py neighbors <id> --depth 2
Old, low-confidence, unprotected memories are automatically archived during consolidation (>180 days, <0.3 confidence). Archived memories:
~/.memory/_archive/--include-archive to search them)python3 memory_ops.py promote <id># Manually archive
python3 /home/user/ken/orchestrator/memory_ops.py archive <id> --domain cruising
# Search including archive
python3 /home/user/ken/orchestrator/memory_ops.py recall "old topic" --include-archive
# Bring something back
python3 /home/user/ken/orchestrator/memory_ops.py promote <id>
Consolidate is now smarter: