Self-Improvement Agents

This repository now includes a repo-native self-improvement loop that emits actionable tasks for your CI, training, and Notion/Hugging Face flow.

What was added

scripts/self_improvement_orchestrator.py
- Implements three modes:
  - code-assistant
  - ai-nodal-dev-specialist
  - fine-tune-funnel
scripts/notion_pipeline_gap_review.py (new)
- Reviews Notion sync + notion exports + fine-tune pipeline configuration.
- Produces actionable tasks for missing exports, stream imbalance, and config mismatch.
scripts/agentic_web_tool.py (new)
- Agentic web/search helper with optional Playwright capture.
- Supports search and capture commands with JSON artifacts.
scripts/agentic_antivirus.py (new)
- Lightweight repo antivirus pass for suspicious patterns and token leaks.
- Produces risk score, severity counts, and summary markdown.
scripts/agentic_aetherauth.py (new)
- Geometric, context-bound access gate with trust rings:
  - core (full access), outer (read-only), blocked (deny/fail-to-noise).
- Verifies optional HMAC signature against context for tighter envelope-style access control.
training/vertex_pipeline_config.yaml
- Adds fine_tune section with a dual-stream (technical / isekai-emotive) funnel.
.github/workflows/self-improvement-loop.yml
- Nightly + manual orchestration workflow with optional issue creation.
- Supports --notion-gap-report from gap review artifact.
.github/workflows/notion-to-dataset.yml
- Adds notion_pipeline_gap_review generation and artifact upload.
docs/AGENTS.md and .scbe/next-coder-marker.md updates for handoff visibility.

Artifacts

artifacts/self_improvement_manifest.json
artifacts/self_improvement_summary.md
artifacts/fine_tune_funnel_manifest.json
artifacts/fine_tune_funnel_summary.md
artifacts/notion_pipeline_gap_review.json
artifacts/notion_pipeline_gap_review.md
artifacts/agentic_antivirus_report.json
artifacts/agentic_antivirus_report.md
artifacts/aetherauth_decision.json
artifacts/aetherauth_decision.md
artifacts/web_tool/*.json
artifacts/web_tool/*.png (Playwright screenshots when available)

Workflow usage

Run all modes

workflow_dispatch input: mode=all

Run only one mode

Use mode=code-assistant, mode=ai-nodal-dev-specialist, or mode=fine-tune-funnel.

Run gap review standalone

python scripts/notion_pipeline_gap_review.py \
  --output artifacts/notion_pipeline_gap_review.json \
  --summary-path artifacts/notion_pipeline_gap_review.md

Use web tool (search + capture)

python scripts/agentic_web_tool.py search --query "SCBE Notion API" --output-dir artifacts/web_tool
python scripts/agentic_web_tool.py capture --url "https://github.com" --output-dir artifacts/web_tool

Run antivirus pass

python scripts/agentic_antivirus.py \
  --repo-root C:/Users/issda/SCBE-AETHERMOORE-working \
  --output artifacts/agentic_antivirus_report.json \
  --summary artifacts/agentic_antivirus_report.md

Use GeoSeal trust mode for phase/ring style quarantine telemetry:

```bash
python scripts/agentic_antivirus.py \
  --repo-root C:/Users/issda/SCBE-AETHERMOORE-working \
  --geoseal \
  --ring-core 0.70 \
  --ring-outer 0.45 \
  --output artifacts/agentic_antivirus_report.json \
  --summary artifacts/agentic_antivirus_report.md

Run AetherAuth decision check

python scripts/agentic_aetherauth.py \
  --action update_secret \
  --context-json '{"time":1707700000000,"latitude":47.25,"longitude":-122.4,"cpu":19.3,"memory":61.0,"intent":0.74,"history":0.58}' \
  --reference-vector "0.0,0.0,0.0,0.0,0.0,0.0" \
  --output artifacts/aetherauth_decision.json \
  --summary artifacts/aetherauth_decision.md

For a fail-to-noise deny, the output includes a noise field and decision=DENY. ```

Notes

pipeline-config parsing in the self-improvement orchestrator is dependency-light:
- tries pyyaml if available
- falls back to minimal parser for fine_tune stream metadata
mode=all in self-improvement loop can include notion-gap tasks when a gap report is provided.