γ₁ = 14.134725141734693
DAY 97
COMMUNITY · GITHUB DIAMONDS · ADELIC POUCH SEARCH
THE COMMUNITY IS THE BONIXER —
EVERY ISSUE IS A DIAMOND CANDIDATE
Claude Code · OpenClaw · Ollama · TensorFlow · PEMOS Community
CONTEXT · GITHUB SEARCH SWEEP
Top Repos by Issue Count — AI/ML Dominates Top 10
// SEARCH CONTEXT
We searched GitHub for top repositories by open issue count. AI/ML tooling now occupies 4 of the top 10 globally. The fleet's own repos appear in the list. Community issues are not noise — they are unprocessed diamonds.
#4
claude-code
10,804 issues
#6
openclaw
370K stars
#8
tensorflow
AI/ML runtime
#9
ollama
fleet runtime
SEARCH PATTERNS · DIAMOND EXTRACTION
Community Diamond Search — 5 Signal Patterns
PATTERN 01 · KCF COMMUNITY
KCF Policy Probe
"policy" + "admission" + "k8s"
in top AI repos — KCF controls with community evidence
PATTERN 02 · COI FLOOR
Minimum Viable Path
"minimum viable" + "security" + "container"
implementations that self-identify their floor
PATTERN 03 · ADELIC POUCH
Passive Attractor Terms
"passive" + "context" + "retrieval" OR "attractor"
signal that self-selects into the pouch
PATTERN 04 · SET-OPS
Formal Proof Patterns
"formal" + "proof" + "policy" OR "admission"
SET-OPS verification surface in community
PATTERN 05 · ACTUARIAL
Cost & Resource Budget
"cost" + "resource" + "budget" + "kubernetes"
actuarial signal from community cost events
COMMUNITY DIAMONDS · GITHUB ISSUE ATLAS
Top Diamond-Tier Repositories
REPOSITORY ISSUES SIGNAL TYPE VERDICT NOTES
vscode 17,412 dev tool patterns, config combinatorics PASS Monitor for fleet tooling patterns
claude-code #4 GLOBAL 10,804 AI/ML surge, dev tool combinatorics ◆ DIAMOND EOSE TARGET for contributions
openclaw #6 GLOBAL 7,580 sovereign fleet design, curated issues ◆ DIAMOND 370K stars — issues are curated signal
ollama #9 GLOBAL 3,224 fleet runtime, GPU management patterns PASS Fleet runtime relevance — monitor GPU
tensorflow #8 GLOBAL — ML runtime, resource patterns WATCH AI/ML actuarial signal
Data source: github-issue-atlas · Verdicts: DIAMOND = immediate contribution target | PASS = active fleet relevant | WATCH = monitor
BONIXER VERDICTS · COMMUNITY CLASSIFICATION
Per-Community Verdict Schema
◆ DIAMOND
Immediate contribution target. Issues contain genuine fleet-relevant signal. Engage now.
✓ PASS
Active fleet relevant. Issues match fleet patterns. Queue for adelic pouch capture.
⊙ WATCH
Monitor only. Signal present but not yet fleet-grade. Re-evaluate next audit cycle.
ADELIC POUCH · PASSIVE CAPTURE
Community Issues → Pouch Attractor Field
// POUCH SEARCH MODE
Passive context capture from community issues. No active query is fired. The attractor field is set at γ₁ frequency. Relevant issues fall into the pouch without probing. The community self-selects.
γ₁ stratum: community search frequency = 14.134725141734693 searches/day