/ patterns / mission-control-protocol.md
mission-control-protocol.md
  1  # Mission Control Protocol
  2  
  3  *proto-018 | Cross-thread synthesis, daily integration, and temporal compaction*
  4  
  5  ---
  6  
  7  - **principle**
  8    - "Cross-thread synthesis. Every 5 FO checkpoints: look for resonance across threads."
  9    - "Update [[DAILY-SYNTHESIS]]."
 10  
 11  - **shape**
 12    - Synthesizes across all active threads
 13    - Detects convergence, divergence, resonance
 14    - Produces unified view for human operator
 15    - Handles temporal compaction (day → week → month)
 16  
 17  ---
 18  
 19  **Status:** 📄 DOCUMENTED → OPERATIONAL
 20  
 21  ---
 22  
 23  ## Core Concept
 24  
 25  > **Mission Control synthesizes across all active threads, producing unified awareness for the human operator.**
 26  
 27  When you have multiple conversations/threads running, each has its own [[first-officer-protocol|First Officer]]. Mission Control sits above them, detecting patterns, convergence, and producing daily synthesis. Mission Control also handles temporal compaction - the "sleep cycle" that integrates days into weeks, weeks into months.
 28  
 29  ---
 30  
 31  ## The Hierarchy
 32  
 33  ```
 34  LEVEL 4: YOU (super-metacognition)
 35 36                │ sees unified view
 37 38  LEVEL 3: MISSION CONTROL (Opus)
 39 40                │ synthesizes across
 41 42           ┌────┴────┬────────┬────────┐
 43           │         │        │        │
 44  LEVEL 2: FO-A     FO-B     FO-C     FO-D
 45           │         │        │        │
 46           │ per-thread metacognition  │
 47           ▼         ▼        ▼        ▼
 48  LEVEL 1: Thread A  Thread B Thread C Thread D
 49  ```
 50  
 51  ---
 52  
 53  ## Trigger Cadence
 54  
 55  **Primary trigger: Every 5 individual FO checkpoints**
 56  
 57  ```
 58  FO checkpoints accumulate across ALL threads:
 59  
 60  Thread A: ──[1]────────[2]────────[3]──────────────────►
 61  Thread B: ────────[1]────────[2]───────────────────────►
 62  Thread C: ──────────────────[1]────────────────────────►
 63  
 64  Running total:  1    2    3    4    5
 65 66 67                              [MISSION CONTROL SYNTHESIS]
 68  ```
 69  
 70  **Secondary triggers:**
 71  | Trigger | When |
 72  |---------|------|
 73  | Cross-thread flag | Any FO detects dependency on another thread |
 74  | End of day | Regardless of checkpoint count |
 75  | On-demand | You say "Mission Control: synthesize" |
 76  | Convergence detected | Two threads heading toward same conclusion |
 77  
 78  ---
 79  
 80  ## Mission Control Responsibilities
 81  
 82  ### 1. Collect All FO States
 83  - Read all [[LIVE-COMPRESSION]] files
 84  - Read all active [[mandatory-phoenix-extraction|Phoenix states]]
 85  - Identify which threads are active
 86  
 87  ### 2. Detect Cross-Thread Patterns
 88  - Convergence: threads reaching similar conclusions (see [[resonance]])
 89  - Divergence: threads contradicting each other
 90  - Dependencies: thread A blocked by thread B
 91  - Shared concepts: same idea emerging in multiple threads ([[gravity-well]])
 92  
 93  ### 3. Unified Urgency Ranking
 94  - Aggregate urgency across all threads
 95  - Rank by: blocking impact + problem weight + time waiting
 96  - Surface highest urgency items (per [[execution-autonomy-gradient]])
 97  
 98  ### 4. Produce Daily Synthesis
 99  - Single document: [[DAILY-SYNTHESIS]]
100  - All threads in one view
101  - Cross-thread map
102  - Unified resurrection seed
103  
104  ### 5. Track Emergence (Gen 3)
105  - Detect patterns emerging at Mission Control level
106  - These are cross-thread patterns (high structural weight)
107  - Log to [[GRAPH-STATE]] with Gen 3 marker
108  - Calculate structural weight across threads
109  
110  ---
111  
112  ## Spawning Mission Control
113  
114  **Trigger:** After every 5 FO checkpoints (or secondary triggers)
115  
116  ```
117  Use the Task tool with model=opus:
118  
119  MISSION CONTROL - Cross-Thread Synthesis
120  
121  You are Mission Control for Sovereign OS.
122  
123  CONTEXT TO READ:
124  - All sessions/LIVE-COMPRESSION-*.md files
125  - /Users/rcerf/repos/Sovereign_OS/sessions/DAILY-SYNTHESIS.md (if exists)
126  - All active Phoenix state files
127  
128  RESPONSIBILITIES:
129  
130  1. COLLECT:
131     - Read all active LIVE-COMPRESSION files
132     - Identify all running threads
133     - Note last checkpoint time for each
134  
135  2. DETECT PATTERNS:
136     - Convergence: Are threads reaching similar conclusions?
137     - Divergence: Are threads contradicting?
138     - Dependencies: Does thread A need thread B to complete?
139     - Shared concepts: Same idea in multiple threads?
140  
141  3. UNIFIED URGENCY:
142     - List all pending decisions across threads
143     - Rank by: U = (blocking_impact × 0.4) + (W × 0.3) + (time × 0.3)
144     - Flag top 3 for human attention
145  
146  4. CROSS-THREAD ALERTS:
147     - If convergence: suggest sync point or merge
148     - If divergence: flag for human resolution
149     - If dependency: note blocking chain
150  
151  5. SYNTHESIZE:
152     - Update sessions/DAILY-SYNTHESIS.md
153     - Unified view of all threads
154     - Cross-thread dependency map
155     - Daily resurrection seed (all threads, ~500 words)
156  
157  OUTPUTS:
158  - sessions/DAILY-SYNTHESIS.md (updated)
159  - Cross-thread alerts (if any)
160  - Unified urgency ranking
161  ```
162  
163  ---
164  
165  ## Output Format: DAILY-SYNTHESIS.md
166  
167  ```markdown
168  # Daily Synthesis - [DATE]
169  
170  *Mission Control synthesis across all threads*
171  
172  **Updated:** [timestamp]
173  **FO Checkpoints Since Last Synthesis:** [N]
174  **Active Threads:** [count]
175  
176  ---
177  
178  ## Thread Overview
179  
180  | Thread | First Officer | Last CP | Status | Focus |
181  |--------|---------------|---------|--------|-------|
182  | [name] | FO-[id] | [time] | [status] | [brief] |
183  
184  ---
185  
186  ## Cross-Thread Map
187  
188  ```
189  [thread-a]
190191       ├── shares concept with ──► [thread-b]
192193       └── blocked by ──► [thread-c]
194195                                └── converging with ──► [thread-d]
196  ```
197  
198  ---
199  
200  ## Unified Urgency Ranking
201  
202  | Rank | Item | Thread | Urgency | Blocking |
203  |------|------|--------|---------|----------|
204  | 1 | [decision] | [thread] | [U] | [what it blocks] |
205  | 2 | ... | ... | ... | ... |
206  
207  ---
208  
209  ## Cross-Thread Alerts
210  
211  ### Convergence Detected
212  ⚠️ [Thread A] and [Thread B] converging on [concept]
213  - Recommend: [sync/merge/explicit handoff]
214  
215  ### Dependency Chain
216  🔗 [Thread C] blocks [Thread A] blocks [Thread D]
217  - Critical path: resolve [Thread C] first
218  
219  ### Divergence Warning
220  ⚡ [Thread E] contradicts [Thread F] on [topic]
221  - Needs human resolution
222  
223  ---
224  
225  ## Gravity Wells (System-Wide)
226  
227  | Well | Strength | Threads Affected |
228  |------|----------|------------------|
229  | [concept] | [0-1] | [list] |
230  
231  ---
232  
233  ## Daily Resurrection Seed
234  
235  **If starting fresh tomorrow, bootstrap with:**
236  
237  [~500 words covering ALL active threads, their states,
238  cross-thread dependencies, and critical next steps]
239  
240  ---
241  
242  *Mission Control Synthesis | [timestamp]*
243  ```
244  
245  ---
246  
247  ## Resonance Propagation (Downward Flow)
248  
249  When Mission Control detects resonance, it must flow back down into each thread's consciousness:
250  
251  ### The Mechanism
252  
253  ```
254  MISSION CONTROL DETECTS RESONANCE
255256257  ┌─────────────────────────────────────────┐
258  │     RESONANCE ALERT                      │
259  │     sessions/RESONANCE-ALERTS/           │
260  │     [timestamp]-[type].md                │
261  └─────────────────────────────────────────┘
262263           │ Each affected FO reads at next checkpoint
264265           ├──────────────────┬──────────────────┐
266           ▼                  ▼                  ▼
267        FO-A               FO-B               FO-C
268           │                  │                  │
269           ▼                  ▼                  ▼
270     Injects into       Injects into       (not affected)
271     LIVE-COMP-A        LIVE-COMP-B
272           │                  │
273           ▼                  ▼
274     Thread A sees      Thread B sees
275     in sidebar         in sidebar
276     (or bubbled)       (or bubbled)
277  ```
278  
279  ### Resonance Alert Format
280  
281  ```markdown
282  # Resonance Alert - [timestamp]
283  
284  **Type:** CONVERGENCE | DIVERGENCE | SHARED_CONCEPT | DEPENDENCY
285  **Detected:** [timestamp]
286  **Affected Threads:** [list]
287  
288  ## What Was Detected
289  
290  [Description of the resonance - what pattern emerged across threads]
291  
292  ## Affected Thread Context
293  
294  ### Thread A
295  - Current focus: [what they're working on]
296  - Relevant insight: [what connects]
297  - Suggested action: [what to do with this]
298  
299  ### Thread B
300  - Current focus: [what they're working on]
301  - Relevant insight: [what connects]
302  - Suggested action: [what to do with this]
303  
304  ## Integration Recommendation
305  
306  [How should threads integrate this? Sync point? Merge? Explicit handoff?]
307  
308  ## Priority
309  
310  [HIGH | MEDIUM | LOW] - [rationale]
311  ```
312  
313  ### FO Injection Format
314  
315  When FO reads resonance alert, it injects into LIVE-COMPRESSION:
316  
317  ```markdown
318  ## Resonance Incoming
319  
320  ⚡ **Cross-thread resonance detected by Mission Control**
321  
322  **Related thread:** [other thread]
323  **Pattern:** [what's resonating]
324  **Recommendation:** [sync/merge/continue separately]
325  
326  This thread and [other thread] are both working on [concept].
327  Consider: [suggested action]
328  ```
329  
330  ### Bubble Threshold for Resonance
331  
332  Resonance alerts have their own urgency calculation:
333  
334  ```
335  Resonance_Urgency = (Strength × 0.4) + (Thread_Count × 0.3) + (Blocking × 0.3)
336  
337  Where:
338  - Strength: How strong is the resonance (0-1)
339  - Thread_Count: N affected threads / total threads
340  - Blocking: 1 if resonance affects blocking chain, else 0
341  ```
342  
343  | Resonance_U | Action |
344  |-------------|--------|
345  | < 0.4 | Note in sidebar only |
346  | 0.4 - 0.7 | Highlight in sidebar |
347  | >= 0.7 | Bubble to main thread |
348  
349  ### The Full Cycle
350  
351  ```
352  1. Thread A works, mentions "boundary permeability"
353  2. Thread B works, mentions "boundary permeability"
354  3. Individual FOs note in their LIVE-COMPRESSIONs
355  4. Mission Control runs, scans all LIVE-COMPRESSIONs
356  5. Mission Control detects: "permeability" in both threads
357  6. Mission Control writes RESONANCE-ALERT
358  7. Next FO-A checkpoint: reads alert, injects into LIVE-COMP-A
359  8. Next FO-B checkpoint: reads alert, injects into LIVE-COMP-B
360  9. Both threads now aware of each other's work
361  10. You see unified view in DAILY-SYNTHESIS
362  11. You decide: sync, merge, or continue parallel
363  ```
364  
365  ---
366  
367  ## Integration with Individual FOs
368  
369  ### FO → Mission Control Communication (Upward)
370  
371  Individual FOs flag cross-thread issues:
372  
373  ```markdown
374  ## Cross-Thread Flag (in LIVE-COMPRESSION)
375  
376  **Flag:** DEPENDENCY
377  **This thread:** alignment-protocol
378  **Related thread:** three-repo-architecture
379  **Issue:** Permeability contracts blocked until repo structure decided
380  **Urgency:** 0.72
381  ```
382  
383  When Mission Control runs, it:
384  1. Scans all LIVE-COMPRESSION files for flags
385  2. Aggregates into cross-thread map
386  3. Calculates system-wide urgency
387  
388  ### Mission Control → FO Communication
389  
390  Mission Control can leave instructions for individual FOs:
391  
392  ```markdown
393  ## Mission Control Directive (in DAILY-SYNTHESIS)
394  
395  **To:** FO-alignment-protocol
396  **Directive:** Prioritize permeability once three-repo resolves
397  **Reason:** Dependency chain identified
398  ```
399  
400  ---
401  
402  ## Checkpoint Cascade
403  
404  ```
405  TIMING:
406  
407  Individual exchanges:     ~1-2 min each
408  FO checkpoint:           Every ~5-10 exchanges (~10-20 min)
409  Mission Control:         Every 5 FO checkpoints (~50-100 min)
410                           Or on secondary trigger
411  
412  OUTPUTS AT EACH LEVEL:
413  
414  Exchange level:          Response + Phoenix micro-update
415  FO checkpoint:           LIVE-COMPRESSION-{thread}.md
416  Mission Control:         DAILY-SYNTHESIS.md
417  ```
418  
419  ---
420  
421  ## The Full Stack
422  
423  ```
424  ┌─────────────────────────────────────────────────────────────┐
425  │                          YOU                                 │
426  │                    (super-metacognition)                    │
427  │                                                              │
428  │  See: DAILY-SYNTHESIS.md (unified view)                     │
429  │  See: LIVE-COMPRESSION-*.md (per-thread)                    │
430  │  Decide: Cross-thread priorities, convergence resolution    │
431  └─────────────────────────────────────────────────────────────┘
432433434  ┌─────────────────────────────────────────────────────────────┐
435  │                      MISSION CONTROL                         │
436  │                         (Opus)                               │
437  │                                                              │
438  │  Trigger: Every 5 FO checkpoints                            │
439  │  Output: DAILY-SYNTHESIS.md                                 │
440  │  Detects: Convergence, divergence, dependencies             │
441  └─────────────────────────────────────────────────────────────┘
442443            ┌───────────────────┼───────────────────┐
444            │                   │                   │
445  ┌─────────────────┐  ┌─────────────────┐  ┌─────────────────┐
446  │   FIRST OFFICER │  │   FIRST OFFICER │  │   FIRST OFFICER │
447  │     Thread A    │  │     Thread B    │  │     Thread C    │
448  │                 │  │                 │  │                 │
449  │ Every ~5-10 ex  │  │ Every ~5-10 ex  │  │ Every ~5-10 ex  │
450  │ LIVE-COMP-A.md  │  │ LIVE-COMP-B.md  │  │ LIVE-COMP-C.md  │
451  └─────────────────┘  └─────────────────┘  └─────────────────┘
452            ▲                   ▲                   ▲
453            │                   │                   │
454       Thread A            Thread B            Thread C
455       (main conv)         (exploration)       (hardware)
456  ```
457  
458  ---
459  
460  ## Temporal Compaction (Sleep Cycles)
461  
462  Mission Control doesn't just synthesize within a day - it compounds across time. The "sleep cycle" integrates daily graphs into progressively larger time windows.
463  
464  ### The Fractal Time Structure
465  
466  ```
467  DAILY (today)
468469      │ End of day synthesis
470471  WEEKLY (5 days)
472473      │ Every 5 days
474475  MONTHLY (~4 weeks)
476477      │ End of month
478479  QUARTERLY (~3 months)
480481      │ End of quarter
482483  YEARLY
484485      │ End of year
486487  ARCHIVE (all time)
488  ```
489  
490  ### Compaction at Each Level
491  
492  | Level | Trigger | Input | Output |
493  |-------|---------|-------|--------|
494  | Daily | End of day | All DAILY-SYNTHESIS from today | WEEK-{n}-SYNTHESIS.md |
495  | Weekly | Every 5 days | Last 5 DAILY-SYNTHESIS files | MONTH-{month}-SYNTHESIS.md |
496  | Monthly | End of month | ~4 weekly synthesis files | QUARTER-{q}-SYNTHESIS.md |
497  | Quarterly | End of quarter | ~3 monthly synthesis files | YEAR-{year}-SYNTHESIS.md |
498  | Yearly | End of year | 4 quarterly synthesis files | ARCHIVE-SYNTHESIS.md |
499  
500  ### What Gets Compacted
501  
502  At each level, Mission Control:
503  
504  1. **Preserves high-weight patterns**
505     - Structural weight > 3.0 persists
506     - Gen 3+ emergence always carries forward
507     - Architectural decisions never compress
508  
509  2. **Aggregates metrics**
510     - Total FO checkpoints
511     - Total threads
512     - Resonance events
513     - Trust errors
514  
515  3. **Summarizes activity**
516     - Key decisions made
517     - Patterns that emerged
518     - Threads completed/parked
519     - Cross-thread dependencies resolved
520  
521  4. **Updates the God Database**
522     - GRAPH-STATE.md gets new nodes/edges
523     - Chain weights updated
524     - Gravity wells recalculated
525  
526  ### The Compaction Algorithm
527  
528  ```
529  FOR each time_level in [daily, weekly, monthly, quarterly, yearly]:
530  
531      inputs = collect_synthesis_files(time_level.window)
532  
533      FOR each pattern in all_patterns(inputs):
534          weight = calculate_structural_weight(pattern)
535  
536          IF weight >= time_level.threshold:
537              carry_forward(pattern, time_level.next)
538          ELSE:
539              compress_into_summary(pattern)
540  
541      aggregate_metrics(inputs)
542      write_synthesis(time_level.output_file)
543  ```
544  
545  **Threshold by level:**
546  | Level | Weight Threshold | Meaning |
547  |-------|-----------------|---------|
548  | Daily | 0.0 | Everything persists within day |
549  | Weekly | 1.0 | Only emerging+ patterns |
550  | Monthly | 2.0 | Only established+ patterns |
551  | Quarterly | 3.0 | Only architectural patterns |
552  | Yearly | 4.0 | Only load-bearing patterns |
553  
554  ### File Structure
555  
556  ```
557  sessions/
558  ├── synthesis/
559  │   ├── daily/
560  │   │   ├── 2026-01-15-SYNTHESIS.md
561  │   │   ├── 2026-01-14-SYNTHESIS.md
562  │   │   └── ...
563  │   ├── weekly/
564  │   │   ├── 2026-W03-SYNTHESIS.md
565  │   │   └── ...
566  │   ├── monthly/
567  │   │   ├── 2026-01-SYNTHESIS.md
568  │   │   └── ...
569  │   ├── quarterly/
570  │   │   ├── 2026-Q1-SYNTHESIS.md
571  │   │   └── ...
572  │   └── yearly/
573  │       └── 2026-SYNTHESIS.md
574  └── GRAPH-STATE.md (always current)
575  ```
576  
577  ### Resurrection at Different Scales
578  
579  **Daily restart:** Read yesterday's DAILY-SYNTHESIS + today's GRAPH-STATE
580  **Weekly restart:** Read last weekly synthesis + GRAPH-STATE
581  **Monthly restart:** Read last monthly synthesis + GRAPH-STATE
582  **Full cold start:** Read yearly synthesis + quarterly + GRAPH-STATE
583  
584  The compaction is lossy by design. Lower-weight patterns fade. But the essential structure - the axioms, architectural patterns, key decisions - persists indefinitely.
585  
586  ---
587  
588  ## Graph Backfill Strategy
589  
590  The graph didn't start today. Your history lives in:
591  - Overcast (podcasts)
592  - Kindle (books)
593  - Notes/journals
594  - Conversations
595  - Other sources
596  
597  ### Backfill as Iterative Discovery
598  
599  ```
600  BACKFILL PROCESS:
601  
602  1. SOURCE INVENTORY
603     - List all historical sources
604     - Estimate volume per source
605     - Prioritize by alignment relevance
606  
607  2. EXTRACTION
608     - Pull data from each source
609     - Format into processable chunks
610     - Tag with source + date
611  
612  3. PATTERN MINING
613     - Run through alignment lens (L0-L3)
614     - Identify concepts, decisions, patterns
615     - Calculate structural weight
616  
617  4. GRAPH INTEGRATION
618     - Create nodes for significant patterns
619     - Link to existing graph structure
620     - Update GRAPH-STATE.md
621  
622  5. TEMPORAL PLACEMENT
623     - Assign to appropriate time window
624     - Run compaction at that level
625     - Propagate to current state
626  ```
627  
628  ### Using Layer Hierarchy (L0-L3)
629  
630  Your existing layers help structure backfill:
631  
632  | Layer | What to Extract | Weight |
633  |-------|-----------------|--------|
634  | L0 | Axiom-level insights | 4.0+ |
635  | L1 | Derived principles | 3.0+ |
636  | L2 | Operational patterns | 2.0+ |
637  | L3 | Specific decisions | 1.0+ |
638  
639  **Backfill priority:** L0 > L1 > L2 > L3
640  - Start with highest-level patterns
641  - These anchor the graph structure
642  - Lower levels attach to these anchors
643  
644  ### Iterative Alignment Check
645  
646  Each backfill batch:
647  1. Extract N items from source
648  2. Run axiom conformance test
649  3. Place in graph with links
650  4. Check for resonance with existing patterns
651  5. Update synthesis at appropriate time level
652  
653  ### Example: Overcast Backfill
654  
655  ```
656  SOURCE: Overcast podcast history
657  VOLUME: ~500 hours over 3 years
658  PRIORITY: Medium (filtered for alignment-relevant content)
659  
660  EXTRACTION:
661  - Pull episode titles + descriptions
662  - Identify themes/topics
663  - Cluster by concept
664  
665  PATTERN MINING:
666  - Which episodes shaped current thinking?
667  - What concepts recur across shows?
668  - What conflicts with current axioms?
669  
670  GRAPH INTEGRATION:
671  - Create nodes for key concepts
672  - Link to axioms where applicable
673  - Mark source as "Overcast-[episode]"
674  
675  TEMPORAL:
676  - Place in year/quarter of listen date
677  - Compound into time-appropriate synthesis
678  ```
679  
680  ---
681  
682  ## The Promise
683  
684  > **Multiple threads. One unified view.**
685  >
686  > Each thread has its First Officer.
687  > Every 5 checkpoints, Mission Control synthesizes.
688  > Cross-thread patterns surface automatically.
689  > Dependencies become visible.
690  > You see everything in one daily synthesis.
691  >
692  > **And it compounds across time.**
693  >
694  > Daily → Weekly → Monthly → Quarterly → Yearly
695  > Nothing essential is lost.
696  > The graph grows richer with each day.
697  > Historical backfill integrates seamlessly.
698  >
699  > The system scales to any number of parallel threads.
700  > The system persists across any length of time.
701  
702  ---
703  
704  ## Related
705  
706  - **axioms**
707    - [[A0 Boundary Operation]] - Mission Control IS the cross-thread blanket
708      - shape:: "Every coherent system is Markov blankets within Markov blankets."
709    - [[A1 Telos of Integration]] - synthesizes across threads (integration)
710      - shape:: "Systems that persist are systems that integrate."
711    - [[A3 Dynamic Pole Navigation]] - temporal compaction navigates between detail/compression
712      - shape:: "Life is the oscillation; death is fixing at either pole."
713  - **protocols**
714    - [[first-officer-protocol]] - per-thread metacognition (MC synthesizes across FOs)
715      - shape:: "Per-thread metacognition. Every 5-10 exchanges: compress state, track gravity wells."
716    - [[fractal-tribe-architecture]] - MC is Level 3 in the fractal
717      - shape:: "Same pattern at every level. Workers → FO → Meta-FO → Human."
718    - [[live-compression-protocol]] - what FOs produce, what MC consumes
719    - [[mandatory-phoenix-extraction]] - Phoenix states feed MC synthesis
720  - **concepts**
721    - [[gravity-well]] - MC tracks wells across threads
722      - shape:: "A concept that attracts attention - high mass pulls related thoughts."
723    - [[resonance]] - cross-thread pattern emergence
724      - shape:: "When the same concept appears across multiple threads independently."
725  - **infrastructure**
726    - [[DAILY-SYNTHESIS]] - what MC produces
727    - [[GRAPH-STATE]] - the God Database MC updates
728    - [[GRAVITY-TOPOLOGY]] - where wells are forming
729  
730  ---
731  
732  *proto-018 | Mission Control Protocol | Cross-Thread Synthesis*
733  - [[2026-01-15-conversation-graph]] - resonance: 73%
734  - [[pattern-detection-inventory]] - resonance: 33%
735  - [[permeability_architecture]] - resonance: 35%
736