Workflows

A — Autonomous Feature Engineering

Profiles: dev-workspace, headless-server. Full-stack change with restored context and tested output.

1. Restore constraints. hela-genome:get_session_context — architecture and dependencies from memory.db.
2. Decompose. hela-mitosis:analyze_with_sequential_thinking — atomic implementation steps.
3. Edit. hela-membrane:write_file — minimal, production-ready changes.
4. Test. hela-nucleus:execute_command — e.g. npm test.
5. Commit memory. hela-genome:memory_edit(add_observations) — record completion and relations.

B — Deep Research & Synthesis

Profiles: research, dev-workspace. Literature → live docs → summarized trade-offs → stored knowledge.

1. Survey. hela-enzyme:research_brief — one-call Google + Wikipedia fan-out (preferred over manual chaining).
2. Scrape. hela-cytosol:browser_navigate → browser_get_content — structured extraction from target URLs.
3. Synthesize. hela-mitosis:llm_summarize — comparative analysis.
4. Store. hela-genome:memory_edit(create_entities + add_observations) — entities and findings in memory.db.
5. Publish. hela-membrane:write_file — markdown summary under docs/.

C — UI Design Synthesis & Verification

Profiles: web-devops, dev-workspace. Tokens → components → live render → DOM verification.

1. Tokenize. hela-phenotype:design_tokens / palette — OKLCH tokens, type scale, Tailwind config.
2. Build. hela-membrane:write_file — component code and tailwind.config.js.
3. Serve. hela-nucleus:execute_command — local dev server.
4. Verify. hela-cytosol:browser_navigate → browser_screenshot — AX-tree check and rendered capture.
5. Record. hela-genome:memory_edit(add_observations) — milestone and snapshot reference.

D — Mobile Device Automation & UI Testing

Profiles: android-testing, all. Hardware bridge with token-efficient XML inspection (no screenshot loops).

1. Discover. hela-receptor:device_list — ADB devices.
2. Attach. hela-receptor:start_session — control stream.
3. Inspect. hela-receptor:ui_dump — structural hierarchy.
4. Act. hela-receptor:tap / input_text — touch and form automation.
5. Record. hela-genome:memory_edit(add_observations) — results in the memory graph.

E — Interactive PTY Orchestration

Profiles: dev-workspace, headless-server. Long builds, REPLs, and regex-driven automation.

1. Spawn. hela-ribosome:agent_spawn — routed opencode agent (or session_spawn for raw PTY).
2. Stream. hela-ribosome:session_read — bounded stdout/stderr chunks.
3. Hook. hela-ribosome:session_hook — regex triggers with auto-response.
4. Close. hela-ribosome:session_close — graceful teardown.
5. Record. hela-genome:memory_edit(add_observations) — logs and exit status.

F — Autonomous Blender 3D Modeling

Profiles: 3d-modeling, all. Prompt → geometry → render → asset.

1. Plan. hela-plastid:generate_modeling_plan — phased procedural scripts.
2. Execute. hela-plastid:execute_blender_code — geometry, materials, lighting.
3. Render. hela-plastid:render_output — camera snapshot.
4. Save. hela-plastid:save_blend — binary .blend under assets/.
5. Record. hela-genome:memory_edit(add_observations) — asset metadata and render path.