docs: prepare release v2.11.0
v2.11.0
Skill Advisor system that dynamically invokes auxiliary skills at phase boundaries, plus a project-wide shift from static keyword matching to LLM semantic evaluation across all 16+ skills.
Highlights
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Skill Advisor: The auto pipeline now has 5 checkpoints (A–E) at phase boundaries that evaluate whether auxiliary skills (ideate, consult, architect, security, analyze, test, qa, learner) would add value. Uses LLM semantic judgment with 1–5 scoring — not keyword counting. Budget-controlled (max 5 per pipeline run) with 3 execution modes: Transform, Enrich, Observe.
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Intent-based evaluation everywhere: Replaced 26 static patterns (keyword tables, hard-coded file count thresholds, arbitrary retry caps) across all skills with semantic, context-aware evaluation. Examples: consult domain routing now identifies expertise gaps instead of counting keyword hits; review orchestration selects complexity mode holistically instead of counting files.
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Cross-skill consistency audit: Comprehensive analysis resolved 16 inconsistencies including contradictory memory management approaches, missing data flow injection steps, stale numeric references, and terminology mismatches between auto pipeline and standalone skills.
What's Changed
Added
- Skill Advisor system with 5 phase-boundary checkpoints, budget control, and 3 execution modes
- Expert Agent Routing to 8 domain experts via explicit agent ID lookup
- Advisor state persistence to
.afc-state.json - Dynamic template pattern support in consistency check
- Learner safety guardrails in auto pipeline Checkpoint E
Changed
- Intent-based evaluation replaces static keyword matching across 16 skill files
- Memory management aligned between auto and standalone clean (soft guidelines + semantic assessment)
- Critic loop standardized: 5-pass cap, consistent terminology and doc paths
- Error retry: deterministic vs transient classification before retry
Fixed
- Ideate Transform extraction targets corrected
- Security agent unreachable MEMORY.md write instructions removed
- QA_FINDINGS and complexity-analysis.md now properly injected into downstream phases
- Stale numeric thresholds removed from review cross-boundary verification
- Phase gate step count, architect subagent quoting, implement terminology, CONTRIBUTING.md state file reference
Full Changelog: v2.10.0...v2.11.0