sending ascii bytes to SaaS LLM inference services
- Makefile 100%
| agents | chore(skills,subagents): orgmode, nim. improve | |
| skills | chore(skills): makefile | |
| subagents | chore(skills,subagents): orgmode, nim. improve | |
| .gitignore | refactor: org mode | |
| .mirrorignore | refactor: split SYSTEM.org, harden subagents | |
| Makefile | chore: makefile | |
| README.org | docs: readme | |
Texts usable in LLM applications
Architecture
Source files are Org Mode. SYSTEM.org contains reusable global rules.
Delegation
Syntax follows the planner delegation pattern, example:
OpenCode
[user] request -> [planner] memory: recall, design -> -> [user] approval -> [builder] dispatch subagents -> -> [explorer] software-engineering backend-web: map code paths -> -> (parallel [developer] backend-web testing: implement [developer] backend-web: refactor refs) -> -> [code-reviewer] software-engineering backend-web: audit -> -> [developer] backend-web: fix findings -> -> [builder] evaluate -> [user] feedback
Claude Code
[user] request -> plan mode -> [master] dispatch planner -> [planner] memory: recall, design -> [master] summarize -> -> [user] approval -> auto-approve mode -> [master] dispatch subagents -> -> [explorer] software-engineering backend-web: map code paths -> -> (parallel [developer] backend-web testing skill3: implement [developer] backend-web some-skill2: refactor refs) -> -> [code-reviewer] software-engineering backend-web: audit -> -> [developer] backend-web: fix findings -> -> [master] summarize -> [user] feedback
Build
# export .org -> build/*.md (requires emacs)
make build
# copy build a Claude Code marketplace structure
make mirror MIRROR_TARGET=path/to/plugin
# show all targets
make help
Hierarchy
- System prompt
- Shared across all agents/subagents.
- Agents
- Master orchestrators. OpenCode-only concept.
- Subagents
- Scoped specialists with strict permission boundaries. ClaudeCode + OpenCode.
- Skills
- Reusable instruction sets loaded by agents/subagents. ClaudeCode + OpenCode.