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Update documentation references and roadmap management suggestions #22

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46 changes: 23 additions & 23 deletions docs/ecosystem_monograph.md
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Expand Up @@ -7,7 +7,7 @@ timestamp_ist: 2026-02-27 07:26:27 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -108,7 +108,7 @@ timestamp_ist: 2026-02-27 07:27:11 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -209,7 +209,7 @@ timestamp_ist: 2026-02-27 07:49:44 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -310,7 +310,7 @@ timestamp_ist: 2026-02-28 04:56:58 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -411,7 +411,7 @@ timestamp_ist: 2026-03-01 05:18:32 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -512,7 +512,7 @@ timestamp_ist: 2026-03-02 05:16:16 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -613,7 +613,7 @@ timestamp_ist: 2026-03-03 05:15:24 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -714,7 +714,7 @@ timestamp_ist: 2026-03-04 05:09:57 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -815,7 +815,7 @@ timestamp_ist: 2026-03-05 05:13:16 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -916,7 +916,7 @@ timestamp_ist: 2026-03-06 05:11:12 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1017,7 +1017,7 @@ timestamp_ist: 2026-03-07 05:01:34 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1118,7 +1118,7 @@ timestamp_ist: 2026-03-08 05:11:02 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1219,7 +1219,7 @@ timestamp_ist: 2026-03-09 05:20:20 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1320,7 +1320,7 @@ timestamp_ist: 2026-03-10 05:11:17 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1423,7 +1423,7 @@ timestamp_ist: 2026-03-12 05:16:52 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1524,7 +1524,7 @@ timestamp_ist: 2026-03-13 05:14:19 IST
repository_count: 257
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1625,7 +1625,7 @@ timestamp_ist: 2026-03-14 05:12:09 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1726,7 +1726,7 @@ timestamp_ist: 2026-03-15 05:37:48 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1827,7 +1827,7 @@ timestamp_ist: 2026-03-16 05:50:19 IST
repository_count: 270
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -1928,7 +1928,7 @@ timestamp_ist: 2026-03-17 05:22:27 IST
repository_count: 190
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -2029,7 +2029,7 @@ timestamp_ist: 2026-03-18 05:27:14 IST
repository_count: 190
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -2130,7 +2130,7 @@ timestamp_ist: 2026-03-19 05:23:31 IST
repository_count: 190
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
Expand Down Expand Up @@ -2231,7 +2231,7 @@ timestamp_ist: 2026-03-20 05:16:28 IST
repository_count: 190
research_domains: 9+
determinism_index: Seed 42
workflow_path: .github/workflows/dev-log.yml
workflow_path: .github/workflows/research-log.yml
---

# Formal Research Monograph: Cognitive Architecture Evolution
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2 changes: 2 additions & 0 deletions map.txt
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Expand Up @@ -308,3 +308,5 @@ After Level 10 7.5/10 Chemical accuracy on real atoms/molecules
After Level 12 8.5/10 SSM-backflow + flow-accelerated VMC (2 novel contributions)
After Level 15 9.0/10 + TD-VMC + Berry phase (4 novel contributions)
After Level 20 10/10 + entanglement entropy + conservation discovery (6 novel contributions, multiple papers)

<!-- Jules-Patrol: Consider breaking down the 20-level roadmap into distinct, tracked GitHub issues or a project board for better visibility into ongoing progress and to facilitate collaborative contributions to the AGI framework. -->
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@gemini-code-assist gemini-code-assist bot Mar 25, 2026

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medium

While the suggestion to use GitHub issues or a project board is valuable for tracking progress, embedding it as an HTML comment within this .txt file might not be the most effective approach. Such process-related guidance is often better placed in a more visible location, like the project's README.md or a CONTRIBUTING.md file, where it's more likely to be seen and acted upon by contributors. Consider moving this suggestion to a more appropriate documentation file.