docs: add Human-Agent Symbiosis Improvement Plan with CSE-inspired Controlled Evolution

[devin-ai-integration]

docs: add Human-Agent Symbiosis Improvement Plan

Summary

Adds a comprehensive planning document for improving FPF-Foundry's human-agent symbiosis capabilities. The plan is based on analysis of the FPF Specification (v9), the AGENTS.md two-agent workflow (Strategist/Executor pattern), and the current fpf-foundry implementation.

The plan covers 7 major areas across a 12-week implementation roadmap:

1. Foundation - Formalizing agent roles (Strategist, Executor, Proxy-Auditor) with F.18 Name Cards and F.4 Role Descriptions, plus session management skills
2. Workflow Infrastructure - Structured handoff artifacts, automated Definition of Done verification, agent instruction generation
3. Governance & Boundaries - Rule-of-Constraints (RoC) for agent budgets/prohibitions, capability declarations, escalation protocols
4. Telemetry & Observability - Agent work aggregation, DHC dashboards, enhanced U.Work records with agent metadata
5. Human-Agent Interface - Human-readable session summaries, approval request system, feedback loops
6. Integration & Tooling - Unifying .codex skills with SkillSpec, CLI commands, GitHub Actions
7. Controlled Evolution (CSE-inspired) - Diversified planning initialization, feedback-guided iteration, hierarchical evolution memory (inspired by arxiv:2601.07348)

Proposes ~30 new skills to add to the backlog, all following FPF patterns.

Review & Testing Checklist for Human

• Verify the plan aligns with your vision for human-agent symbiosis in FPF-Foundry
• Check that FPF pattern references (A.2, A.12, A.13, A.15, E.13, F.4, F.18, G.12, C.18) are accurate and appropriate for each proposed skill
• Validate that Part 7 (CSE-inspired Controlled Evolution) concepts are correctly applied to the FPF context
• Assess if the 12-week roadmap across 6 phases is realistic given your priorities
• Review the proposed skill inventory table in the Appendix for completeness

Notes

This is a planning document only - no code changes or skill implementations are included. The plan is intended to serve as a specification for future implementation work.

Link to Devin run: https://app.devin.ai/sessions/c3afd861793244e78949192b13bc4802
Requested by: Stanislau (@venikman)

[devin-ai-integration]

Original prompt from Stanislau

Using FPF, fpf-foundry, and proposed plat, create da etailed actionable plan to execute to improve to get a cleaner FPF-founry in multiple symbios between human and agents 

ATTACHMENT:"https://app.devin.ai/attachments/c1f837d4-d367-4036-88cd-da39ea182a36/FPF-Spec+%289%29.md"
ATTACHMENT:"https://app.devin.ai/attachments/758c442d-703c-4d8c-88fd-ce600e9a720a/AGENTS.md"

You only need to look in the following repo: venikman/fpf-foundry

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