Mark/mesh-seed

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[Evolution] Daily rumination script #14

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opened 2026-03-10 20:50:47 +00:00 by Mark · 2 comments

Mark commented

2026-03-10 20:50:47 +00:00

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Automated promotion/demotion of capabilities.

Functionality

Scan experimental capabilities
Promote if > 100 calls and > 0.95 success
Demote stable if unused > 14 days
Replay sample of history for opportunities
Update registry

Schedule

Cron: 0 3 * * * (3am daily)

Files

evolution/promote.py (enhance)
logs/rumination.log

See specs/optimization-constraints.md

Automated promotion/demotion of capabilities. ## Functionality - Scan experimental capabilities - Promote if > 100 calls and > 0.95 success - Demote stable if unused > 14 days - Replay sample of history for opportunities - Update registry ## Schedule - Cron: 0 3 * * * (3am daily) ## Files - evolution/promote.py (enhance) - logs/rumination.log See specs/optimization-constraints.md

Mark referenced this issue

2026-03-14 18:59:12 +00:00

[Phase 1] Evolution - Self-Improvement #28

Mark commented

2026-03-14 19:11:46 +00:00

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Phase Dependency Mapping

Linked to Phase Tracker: #28 (Phase 1: Evolution)

Prerequisites:

#10 (Intent classification bone function) - needed to categorize work
#12 (Writer capability) - required for rumination output
#8 (Integration test) - ensures end-to-end flow works

Blocks: N/A - leaf feature for Phase 1

Acceptance Criteria:

Daily cron triggers rumination job
Successfully processes previous day's ledger entries
Outputs improvement suggestions to dedicated channel
Integrates with mesh improvement workflow

Estimated Complexity: Medium (3-5 days)
Priority: P2 (after Phase 0 MVP stable)

## Phase Dependency Mapping **Linked to Phase Tracker:** #28 (Phase 1: Evolution) **Prerequisites:** - #10 (Intent classification bone function) - needed to categorize work - #12 (Writer capability) - required for rumination output - #8 (Integration test) - ensures end-to-end flow works **Blocks:** N/A - leaf feature for Phase 1 **Acceptance Criteria:** - Daily cron triggers rumination job - Successfully processes previous day's ledger entries - Outputs improvement suggestions to dedicated channel - Integrates with mesh improvement workflow **Estimated Complexity:** Medium (3-5 days) **Priority:** P2 (after Phase 0 MVP stable)

Mark referenced this issue

2026-03-14 19:11:47 +00:00

[Evolution] Weekly championship tournament #15

Mark referenced this issue

2026-03-14 19:11:55 +00:00

[Integration Test] End-to-end: intent → execution → result #8

Mark referenced this issue

2026-03-14 19:12:01 +00:00

[MVP] Intent classification bone function #10

Mark referenced this issue

2026-03-14 19:12:04 +00:00

[MVP] Worker capability: writer_v1 #12

Mark referenced this issue

2026-03-14 19:12:17 +00:00

[MVP] SQLite ledger with bond escrow #11

Mark referenced this issue

2026-03-14 19:12:48 +00:00

[Meta] Create project milestones and organize roadmap #26

Mark referenced this issue

2026-03-14 20:01:09 +00:00

[Phase 0] Foundation - MVP Completion #27

Mark closed this issue

2026-03-14 20:17:29 +00:00

Mark commented

2026-03-14 20:17:38 +00:00

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✅ COMPLETED - Phase 1 Evolution

Implementation Summary:

Migrated from JSON to SQLite ledger (MeshLedger)
Capability metadata stored in ledger tables
Metrics derived from agent/artifact execution history
Promotion: >100 calls AND >0.95 success rate
Demotion: >14 days unused (checks last_executed)
Replays 50 recent artifacts for optimization opportunities
Logs to logs/rumination.log with full details

Cron Schedule:

0 3 * * * cd /path/to/mesh-seed && python evolution/promote.py --quiet

Files Changed:

evolution/promote.py (SQLite integration, logging, cron mode)
tests/evolution/test_promote.py (new)

Verification:

pytest tests/evolution/test_promote.py -v
# Tests passing (promotion, demotion, ledger integration)

Closed as part of Phase 1 completion.

## ✅ COMPLETED - Phase 1 Evolution **Implementation Summary:** - Migrated from JSON to SQLite ledger (MeshLedger) - Capability metadata stored in ledger tables - Metrics derived from agent/artifact execution history - Promotion: >100 calls AND >0.95 success rate - Demotion: >14 days unused (checks last_executed) - Replays 50 recent artifacts for optimization opportunities - Logs to logs/rumination.log with full details **Cron Schedule:** ```bash 0 3 * * * cd /path/to/mesh-seed && python evolution/promote.py --quiet ``` **Files Changed:** - evolution/promote.py (SQLite integration, logging, cron mode) - tests/evolution/test_promote.py (new) **Verification:** ```bash pytest tests/evolution/test_promote.py -v # Tests passing (promotion, demotion, ledger integration) ``` **Closed as part of Phase 1 completion.**

Mark referenced this issue

2026-03-14 20:17:58 +00:00

[Phase 1] Evolution - Self-Improvement #28

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