← ClaudeAtlas

rnd-scalinglisted

Use when deciding how much R&D pipeline ceremony a task needs — scales from trivial to high-stakes (dual verification)
oleksify/rnd-framework · ★ 0 · Data & Documents · score 75
Install: claude install-skill oleksify/rnd-framework
# R&D Scaling ## Overview The R&D pipeline scales to task complexity. A typo fix doesn't need the full pipeline ceremony. A security-critical feature does. **Core principle:** Always use the pipeline. Scale it, don't skip it. ## Scaling Tiers ### Trivial (fix typo, add log line) **Entry:** `/rnd-framework:rnd-start` **Process:** 1. Write a one-line pre-registration inline 2. Spawn a Builder agent for the change 3. Spawn a Verifier agent to check against criteria 4. Done **Skip:** Planner, dependency scheduling, Integrator **Keep:** Pre-registration, verification ### Small (<1 hour of work) **Entry:** `/rnd-framework:rnd-start` **Process:** 1. Write a brief pre-registration inline 2. Spawn a Builder agent with TDD (uses `rnd-framework:rnd-building`) 3. Spawn a Verifier agent for independent verification 4. Max 2 iterations **Skip:** Planner subagent, dependency scheduling, Integrator **Keep:** Pre-registration, TDD, independent verification ### Medium (multiple components, 1-4 hours) **Entry:** `/rnd-framework:rnd-start` **Process:** 1. Spawn `rnd-framework:rnd-planner` for hierarchical decomposition 2. Schedule waves with dependency analysis 3. Spawn Builder(s) per wave 4. Independent verification per task 5. Integration testing per wave **Full pipeline.** All agents, all gates. ### Large (multi-day, many components) **Entry:** `/rnd-framework:rnd-start` **Process:** 1. Full pipeline + design review gate between Plan and Schedule 2. Sub-waves within large waves