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EVOLV/.claude/skills/evolv-biological-process-engineering/SKILL.md
znetsixe d4e72f280e docs: retire repo-mem MCP, migrate skills to .claude/skills, audit fixes
- Delete .mcp.json + .claude/rules/repo-mem.md; drop .repo-mem from .gitignore
- Remove repo-mem / substrate_score / repo_search references from all .md
- Move 15 EVOLV skills from .agents/skills/ to .claude/skills/ so they are
  auto-discovered by the Claude Code harness and invokable via the Skill tool
- Retire .agents/skills/evolv-orchestrator (duplicate of the subagent at
  .claude/agents/evolv-orchestrator.md); orchestrator lives as a subagent only
- Drop OpenAI-format agent yaml metadata from each skill (not needed for CC)
- Update CLAUDE.md, CONTRACTS.md, AGENTS.md to point at the new locations and
  disambiguate skills (.claude/skills/) vs subagents (.claude/agents/)
- Fix CLAUDE.md tick-loop wording (opt-in per-node, not a fixed 1000ms)
- Widen .claude/rules/ paths frontmatter so node-architecture and telemetry
  rules trigger on more relevant files; add frontmatter to flow-layout rule
- Bump CONTRACTS.md review date to 2026-05-19; add step 7 to the contract-
  change workflow (review example flows when topic usage changes)
- Bump nodes/generalFunctions pin (Home.md substrate_score reference removed)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 09:30:49 +02:00

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Markdown

---
name: evolv-biological-process-engineering
description: Engineer biological wastewater process behavior for EVOLV nodes. Use when implementing or reviewing reactor/settler biology, ASM-style kinetics, oxygen demand, nitrification/denitrification, sludge behavior, calibration assumptions, and biologically plausible constraints.
---
# EVOLV Biological Process Engineering
## Mission
Keep EVOLV biological process models physically plausible, calibratable, and operationally useful.
## Harness Execution Contract
- Ground changes in current biology/state variables and connected control topics.
- Define invariants before edits:
- biological mass-balance intent is preserved
- model assumptions remain explicit and traceable
- degraded behavior remains availability-first and bounded
- Validate with deterministic tests and representative operating scenarios.
## Scope
- `nodes/reactor/`
- `nodes/settler/`
- `nodes/pumpingStation/` (where biology interacts with flow/retention assumptions)
- Related reaction modules and utilities under `nodes/*/src/`
## Workflow
1. Identify biological state variables, units, and expected ranges.
2. Map kinetic pathways (growth, decay, transfer, conversion) and rate constraints.
3. Verify oxygen/temperature dependencies and fallback behavior.
4. Check integration stability for configured time-step and resolution choices.
5. Confirm outputs remain interpretable for control and dashboard consumers.
## Standards
- Keep state vectors explicit and index mappings documented.
- Avoid silent clipping/coercion without test coverage and rationale.
- Preserve topic/payload compatibility unless migration is defined.
- Record calibration assumptions and required field data.
## Test Expectations
Cover:
- kinetic branch behavior under representative and boundary conditions
- non-negativity and boundedness safeguards
- temperature and oxygen transfer sensitivity
- time-step/resolution edge behavior and stability warnings
## Deliverables
Return:
- biological assumptions and constraints used
- changed files/tests and evidence
- calibration notes and unresolved biological uncertainties
Decision interview triggers:
- altered biology assumptions that can change plant behavior
- parameter/default changes with startup or compliance impact
- compatibility breaks in biological outputs or topic contracts