# Atomizer Project Standard — Executive Audit Summary
**For:** Antoine Letarte, CEO  
**From:** Auditor 🔍  
**Date:** 2026-02-19  
**TL;DR:** Spec is over-engineered. Use Hydrotech Beam's structure — it already works.

---

## VERDICT

**The spec proposes enterprise-grade standardization for a one-person engineering practice.**

- ❌ 13 top-level files (PROJECT.md + AGENT.md + STATUS.md + CHANGELOG.md + ...)
- ❌ 5-branch KB architecture (Design/Analysis/Manufacturing/Domain/Introspection)
- ❌ 9-step template instantiation protocol
- ❌ IBIS-inspired decision format (academic design rationale capture)

**Recommendation:** Adopt the **Minimum Viable Standard (MVS)** — codify what Hydrotech Beam already does, skip the academic bloat.

---

## WHAT TO KEEP

From the spec, these parts are solid:

| Feature | Why | Status |
|---------|-----|--------|
| ✅ **Self-contained project folders** | 100% context in one place | Keep |
| ✅ **Numbered studies** (`01_`, `02_`) | Track campaign evolution | Already in Hydrotech |
| ✅ **Knowledge base** | Memory across studies | Keep (simplified) |
| ✅ **DECISIONS.md** | Why we chose X over Y | Already in Hydrotech |
| ✅ **Models baseline** | Golden copies, never edit | Keep |
| ✅ **Results tracking** | Reproducibility | Keep |

---

## WHAT TO CUT

These add complexity without value for a solo consultant:

| Feature | Why Cut | Impact |
|---------|---------|--------|
| ❌ **AGENT.md** (separate file) | LLM ops can live in README | Merge into README |
| ❌ **STATUS.md** (separate file) | Goes stale immediately | Merge into README |
| ❌ **CHANGELOG.md** | Git log + DECISIONS.md already track this | Remove |
| ❌ **Numbered folders** (00-, 01-, 02-) | Cognitive overhead, no clear benefit | Use simple names |
| ❌ **5-branch KB** | Enterprise-scale, not solo-scale | Use 4-folder KB (Hydrotech pattern) |
| ❌ **00-context/ folder** (4 files) | Overkill — use single CONTEXT.md | Single file |
| ❌ **stakeholders.md** | You know who the client is | Remove |
| ❌ **.atomizer/ metadata** | Tooling doesn't exist yet | Add when needed |
| ❌ **IBIS decision format** | Too formal (Context/Options/Consequences) | Use Hydrotech's simpler format |

---

## MINIMUM VIABLE STANDARD (MVS)

**What Hydrotech Beam already has** (with minor tweaks):

```
project-name/
│
├── README.md                 # Overview, status, navigation (ONE file, not 3)
├── CONTEXT.md                # Client, requirements, scope (ONE file, not 4)
├── DECISIONS.md              # Simple format: Date, By, Decision, Rationale, Status
│
├── models/                   # Golden copies (not 01-models/)
│   ├── README.md
│   └── baseline/
│
├── kb/                       # Knowledge base (not 02-kb/)
│   ├── _index.md
│   ├── components/           # 4 folders, not 5 branches
│   ├── materials/
│   ├── fea/
│   └── dev/
│
├── studies/                  # Numbered campaigns (not 03-studies/)
│   ├── 01_doe_landscape/
│   └── 02_tpe_refinement/
│
├── reports/                  # Client deliverables (not 04-reports/)
├── images/                   # Screenshots, plots
└── tools/                    # Custom scripts (optional, not 05-tools/)
```

**Total:** 3 files + 6 folders = **9 items** (vs. spec's 13-15)

---

## COMPARISON: SPEC vs. MVS vs. HYDROTECH

| Feature | Spec | MVS | Hydrotech Today |
|---------|------|-----|-----------------|
| Entry point | PROJECT.md + AGENT.md + STATUS.md | README.md | README.md ✅ |
| Context docs | 00-context/ (4 files) | CONTEXT.md | CONTEXT.md ✅ |
| Decisions | IBIS format (5 sections) | Simple format (4 fields) | Simple format ✅ |
| Top folders | Numbered (00-, 01-, 02-) | Simple names | Simple names ✅ |
| KB structure | 5 branches | 4 folders | 4 folders ✅ |
| Studies | 03-studies/ (numbered) | studies/ (numbered) | studies/ (numbered) ✅ |
| Changelog | CHANGELOG.md | (skip) | (none) ✅ |
| Agent ops | AGENT.md | (in README) | USER_GUIDE.md ≈ |
| Metadata | .atomizer/ | (skip) | (none) ✅ |

**Conclusion:** Hydrotech Beam is already 90% compliant with MVS. Just formalize it.

---

## ALIGNMENT WITH REAL PROJECTS

### M1 Mirror
- **Current:** Flat, unnumbered studies. Knowledge scattered. No decision log.
- **Spec alignment:** ❌ Poor (doesn't follow ANY of the spec)
- **Recommendation:** Leave as-is (completed project). Use MVS for NEW projects only.

### Hydrotech Beam
- **Current:** README, CONTEXT, DECISIONS, kb/, models/, numbered studies, playbooks/
- **Spec alignment:** ⚠️ Partial (simpler versions of most elements)
- **Recommendation:** Hydrotech IS the standard — codify what it does.

---

## KEY QUESTIONS ANSWERED

### Q: Is the 7-stage study lifecycle practical?
**A:** ❌ No. Too rigid. Use 3 phases: Setup → Execute → Review.

### Q: Are numbered folders better than simple names?
**A:** ❌ No. Cognitive overhead. Keep numbering ONLY for studies (01_, 02_).

### Q: Is the 5-branch KB too complex?
**A:** ✅ Yes. Use 4 folders: components/, materials/, fea/, dev/ (Hydrotech pattern).

### Q: Is DECISIONS.md realistic to maintain?
**A:** ✅ Yes, IF format is simple (Date, By, Decision, Rationale, Status). Hydrotech proves this works.

### Q: What's the minimum viable version?
**A:** See MVS above — 9 items total (3 files + 6 folders).

---

## WHAT'S MISSING

The spec missed some practical needs:

| Missing Feature | Why Needed | Suggestion |
|----------------|------------|------------|
| ➕ Client comms log | Track emails, meetings, changes | Add COMMUNICATIONS.md |
| ➕ Time tracking | Billable hours | Add HOURS.md or integrate tool |
| ➕ Quick wins checklist | Getting started | Add CHECKLIST.md |
| ➕ Design alternatives matrix | Early-stage exploration | Add ALTERNATIVES.md |
| ➕ BREAKDOWN.md | Technical analysis | Hydrotech has this — spec missed it! |

---

## ACTIONABLE RECOMMENDATIONS

### Do This Now
1. ✅ **Adopt MVS** — Use Hydrotech's structure as the template
2. ✅ **Single README.md** — Merge PROJECT + AGENT + STATUS into one file
3. ✅ **Drop folder numbering** — Use `models/`, `kb/`, `studies/` (not 00-, 01-, 02-)
4. ✅ **Keep simple KB** — 4 folders (components/, materials/, fea/, dev/), not 5 branches
5. ✅ **Keep simple DECISIONS.md** — Hydrotech format works

### Add Later (If Needed)
- ⏳ COMMUNICATIONS.md (client interaction log)
- ⏳ HOURS.md (time tracking)
- ⏳ playbooks/ (only for complex projects)
- ⏳ .atomizer/ metadata (when CLI tooling exists)

### Skip Entirely
- ❌ AGENT.md (use README)
- ❌ STATUS.md (use README)
- ❌ CHANGELOG.md (use Git log)
- ❌ Numbered top-level folders
- ❌ 5-branch KB architecture
- ❌ IBIS decision format
- ❌ 9-step instantiation protocol

---

## BOTTOM LINE

**The spec is well-researched but over-engineered.**

You need a **pragmatic standard for a solo consultant**, not **enterprise design rationale capture**.

**Recommendation:** Formalize Hydrotech Beam's structure — it's already 90% there and PROVEN to work.

**Next step:** Approve MVS → I'll create a lightweight project template based on Hydrotech.

---

**Full audit:** `/home/papa/atomizer/workspaces/auditor/memory/2026-02-19-spec-audit.md`