feat: implement CI (Continuous Intelligence) autonomous engineering harness

Implements the full PRD for CI - a fully autonomous AI-driven software
engineering harness derived from Learnship's architecture.

Core components:
- CI Orchestrator agent with autonomous pipeline (SPECIFY → CLARIFY →
  RESEARCH → PLAN → EXECUTE → VERIFY → COMPLETE)
- Decision Engine with confidence thresholds (high/medium/low)
- Clarify Phase with question budget and default acceptance
- Escalation Protocol with timeout auto-proceed
- Audit Trail system (.ci/audit/) for post-hoc review
- Error Recovery with retry, plan revision, and rollback

18 agents (all Learnship agents + Orchestrator):
- Autonomous behavioral modifications per PRD §7.1
- Agent registry with factory pattern

11 CLI commands:
- ci init, ci run, ci quick, ci debug, ci verify
- ci review, ci status, ci audit, ci clarify
- ci rollback, ci ship

4-layer verification system:
- Structural, Behavioral, Security, Code Quality

3 autonomy levels: full, supervised, guided
Compatible with Learnship artifact schemas (.planning/)
This commit is contained in:
CI
2026-05-28 23:24:42 +00:00
commit 9cf5c000d9
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# DECISIONS
> All autonomous decisions are logged here for post-hoc review.
## Decision Log
Decisions are automatically logged to `.ci/audit/` with:
- Timestamp
- Decision ID
- What was decided
- Why (reasoning chain)
- Confidence level
- What alternatives were considered
- What the human would have been asked in Learnship mode
## Reviewing Decisions
Run `ci audit` to review all autonomous decisions.
Run `ci audit --verbose` for detailed decision information.
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{
"autonomy": {
"level": "full",
"escalation_hooks": ["deploy", "delete_data", "merge_to_main"],
"clarify_budget": 10,
"decision_confidence_threshold": 0.6,
"max_revision_iterations": 3,
"max_verification_retries": 2,
"escalation_timeout_ms": 300000
},
"model_profile": "quality",
"parallelization": {
"enabled": true,
"max_concurrent_agents": 5,
"min_plans_for_parallel": 2
},
"verification": {
"automated_only": true,
"escalate_visual": true,
"escalate_external_integration": true,
"test_first": false
},
"security": {
"auto_accept_low_severity": true,
"auto_mitigate_medium_severity": true,
"escalate_high_severity": true
},
"git": {
"branching_strategy": "phase",
"auto_commit": true,
"auto_push": false
}
}
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# Project: {{PROJECT_NAME}}
## Objective
{{OBJECTIVE}}
## Requirements
{{REQUIREMENTS}}
## Constraints
{{CONSTRAINTS}}
## Out of Scope
{{OUT_OF_SCOPE}}