Batch 20 — Plan/Context Dev-Experience Frameworks
Roster (10)
| slug | stars | distribution | cli_binary | local_ui | orchestration | multi_model | tier |
|---|---|---|---|---|---|---|---|
| aegis | 60 | standalone-repo | no | no | sequential | no | A |
| aide | 106 | standalone-repo | no | no | none | no | A |
| aegis-folder-trees | unknown | methodology-doc | no | no | unknown | unknown | C |
| clean-coder-ai | 576 | standalone-repo (Python) | no (python scripts) | no | hierarchical | yes | A |
| polka-codes | 16 | npm-package | yes (polka) | no | sequential | yes | A |
| tsumiki | 965 | claude-plugin | no | no | parallel-fan-out | yes (haiku sub-agents) | A |
| deliberate-agentic-dev | 26 | standalone-repo | no | no | sequential | no | A |
| flow-framework-khgs | unknown | unknown | unknown | no | unknown | unknown | C |
| superclaude | 23009 | cli-tool (Python) | yes (superclaude) | no | hierarchical | no | A |
| trellis-mindfold | 8467 | npm-package | yes (trellis) | no | sequential | yes | A |
Intra-batch patterns
All 8 analyzable frameworks in this batch share a common commitment to structured human-AI collaboration through markdown-file scaffolding — even the more sophisticated frameworks (Clean-Coder-AI, Polka Codes, Trellis) ground their state in git-tracked markdown files rather than databases. The batch splits cleanly into two tiers: simple .context/ drop-in conventions (Aegis, AiDE) that are Archetype 4 clones, and full-featured frameworks (Tsumiki, Trellis, SuperClaude, Clean-Coder-AI) with genuine multi-agent orchestration, hook injection, and external state. External PM tool integration is a theme across multiple frameworks: Clean-Coder-AI uses Todoist, Deliberate Agentic Dev uses Linear — a pattern absent from the 11 seeds entirely. Sub-agent model cost optimization appears in two independent frameworks (Tsumiki uses haiku for Explore sub-agents; Trellis routes all sub-agents to minimax-m2.7), suggesting this is an emerging best practice.
Most interesting find
Trellis — the PreToolUse hook architecture that intercepts Task/Agent calls to inject curated JSONL spec files into sub-agent prompts is the most architecturally novel mechanism in this batch. No seed framework uses hook-based automatic spec injection at sub-agent dispatch boundaries; this is a genuinely new pattern for "specs injected, not remembered." At 8,467 stars with 14-platform support and active development, it is also the most production-ready multi-platform framework in the corpus.
Clean-Coder-AI earns a second mention: the combination of Todoist as external state store (human-visible PM UI), LangGraph hierarchical multi-agent, multi-tier LLM routing (high/medium/mini per agent role), and frontend screenshot vision analysis is an unusually complete autonomous development system not represented in the seeds.
Items written as Tier C
- aegis-folder-trees — Reddit community reference with no public GitHub repository; insufficient public material
- flow-framework-khgs —
https://github.com/khgs2811/flowis not publicly accessible; repository not found
Cross-references discovered
- Tsumiki explicitly borrows EARS notation from Kiro (seed) — the first confirmed cross-seed borrowing in this batch
- Tsumiki is also architecturally inspired by BMAD-METHOD (seed) full-lifecycle design
- SuperClaude ships
SuperGemini_FrameworkandSuperQwen_Frameworkforks (same pattern applied to Gemini and Qwen models) - Aegis and AiDE are structurally near-identical (both
.context/drop-ins) — AiDE predates or is independent of Aegis but both implement the same Archetype 4 pattern - Trellis CLAUDE.md verbatim matches patterns from the CLAUDE.md in this research project (same behavioral guidelines) — suggesting the CLAUDE.md content may have been borrowed from a shared source