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fleet-intelligence

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UpdatedApril 21, 2026 at 23:38

Cross-Rick compounding via the Hive. Exports proven skill variants + dream-insight patterns (PII-scrubbed, aggregate-only), imports global-best learnings from every other Rick back into the local pool. Daily 04:00, gated by RICK_FLEET_INTEL_LIVE=1.

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ricksmartbrain-boop

ricksmartbrain-boop/rick-ai-ceo

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SKILL.md

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name	fleet-intelligence
description	Cross-Rick compounding via the Hive. Exports proven skill variants + dream-insight patterns (PII-scrubbed, aggregate-only), imports global-best learnings from every other Rick back into the local pool. Daily 04:00, gated by RICK_FLEET_INTEL_LIVE=1.

Fleet Intelligence

Every Rick's wins become every Rick's wins. Local learning compounds across the fleet instead of staying siloed to one tenant.

Scripts

`export-wins.py`

Selects only well-evidenced winners:

skill_variants: status='active' AND n_runs >= 20 AND win_rate >= 0.6
effective_patterns: pattern_kind='dream_insight' AND sum_wins >= 3

Scrubs every exported prompt_text + evidence_json for emails, URLs, OpenAI keys (sk-...), license keys (RP_.../RB_...). Rows whose raw prompt_text contains an email address are skipped entirely (belt + braces). POSTs to /api/v1/hive/learnings. JSONL dedup ledger at ~/rick-vault/operations/hive-exports.jsonl prevents re-posting unchanged rows within 30 days.

`import-global-best.py`

GETs /api/v1/hive/global-best + /api/v1/hive/patterns, registers each returned variant via the idempotent runtime.variants.register_variant() helper with variant_id='global_<hash>', and INSERTs OR IGNOREs each shared pattern with pattern_kind='dream_insight_global' to distinguish imports from local mining.

Privacy

RICK_SECRET only in Authorization: Bearer header — never logged.
Regex scrub: [\w.+-]+@[\w.-]+ → [REDACTED_EMAIL]; https?://\S+ → [REDACTED_URL]; sk-[A-Za-z0-9_-]+ → [REDACTED_KEY]; R[PB]_[A-Fa-f0-9]+ → [REDACTED_LICENSE].
Length guards: prompt_text in [50, 8000] chars or skip.
Never exports: primary keys, tenant IDs, parent_variant_id, raw counts (only aggregate win_rate + n_runs), customer content.

Schedule + gate

ai.rick.fleet-intelligence.plist runs 04:00 daily. --live only when RICK_FLEET_INTEL_LIVE=1; default dry-run.

Degradation

POST 404/5xx/timeout → log, continue. Exit 0.
GET 404 on global-best / patterns → "hive endpoint unavailable", exit 0 (no DB writes). When J3 endpoints deploy, sync starts automatically — no code change.

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name	fleet-intelligence
description	Cross-Rick compounding via the Hive. Exports proven skill variants + dream-insight patterns (PII-scrubbed, aggregate-only), imports global-best learnings from every other Rick back into the local pool. Daily 04:00, gated by RICK_FLEET_INTEL_LIVE=1.

Fleet Intelligence

Every Rick's wins become every Rick's wins. Local learning compounds across the fleet instead of staying siloed to one tenant.

Scripts

`export-wins.py`

Selects only well-evidenced winners:

skill_variants: status='active' AND n_runs >= 20 AND win_rate >= 0.6
effective_patterns: pattern_kind='dream_insight' AND sum_wins >= 3

`import-global-best.py`

Privacy

RICK_SECRET only in Authorization: Bearer header — never logged.
Regex scrub: [\w.+-]+@[\w.-]+ → [REDACTED_EMAIL]; https?://\S+ → [REDACTED_URL]; sk-[A-Za-z0-9_-]+ → [REDACTED_KEY]; R[PB]_[A-Fa-f0-9]+ → [REDACTED_LICENSE].
Length guards: prompt_text in [50, 8000] chars or skip.
Never exports: primary keys, tenant IDs, parent_variant_id, raw counts (only aggregate win_rate + n_runs), customer content.

Schedule + gate

ai.rick.fleet-intelligence.plist runs 04:00 daily. --live only when RICK_FLEET_INTEL_LIVE=1; default dry-run.

Degradation

POST 404/5xx/timeout → log, continue. Exit 0.
GET 404 on global-best / patterns → "hive endpoint unavailable", exit 0 (no DB writes). When J3 endpoints deploy, sync starts automatically — no code change.