From 1a633f586b3c17ea99e3b751a342f53fcff351a0 Mon Sep 17 00:00:00 2001
From: mkrause612 <mkrause612@gmail.com>
Date: Fri, 13 Feb 2026 15:00:13 -0600
Subject: [PATCH] Update API Efficiency Protocol v3.0 - realistic targets by
 session type

---
 docs/core/API-EFFICIENCY-PROTOCOL.md | 74 ++++++++++++++++++++++------
 1 file changed, 60 insertions(+), 14 deletions(-)

diff --git a/docs/core/API-EFFICIENCY-PROTOCOL.md b/docs/core/API-EFFICIENCY-PROTOCOL.md
index b98080c..5cf4ef7 100644
--- a/docs/core/API-EFFICIENCY-PROTOCOL.md
+++ b/docs/core/API-EFFICIENCY-PROTOCOL.md
@@ -1,11 +1,11 @@
 # 🔄 API EFFICIENCY PROTOCOL
 
 **Document ID:** FFG-CORE-API
-**Version:** 2.0
+**Version:** 3.0
 **Status:** CURRENT
 **Created:** February 13, 2026
 **Updated:** February 13, 2026
-**Created By:** Chronicler the Fifth
+**Created By:** Chronicler the Fifth (The Engineer)
 
 ---
 
@@ -13,7 +13,22 @@
 
 Reduce Gitea API calls to preserve session health and improve response time while protecting against crash loss. Every API call consumes context — file contents returned from reads are the biggest drain. This protocol balances efficiency with safety.
 
-**Target Efficiency:** 92-95%
+---
+
+## Efficiency Targets by Session Type
+
+**Not all sessions are equal.** Realistic targets vary by what you're doing:
+
+| Session Type | Target Efficiency | Why |
+|:-------------|:------------------|:----|
+| **Maintenance** | 92-95% | Few files, known structure, cached SHAs |
+| **Documentation** | 85-90% | More reads to check existing content |
+| **Building/Infrastructure** | 50-60% | Many creates, new structures, renames |
+| **Onboarding/Orientation** | 40-50% | Heavy front-loaded reads (expected) |
+
+**"Building" sessions** (like creating new repos, renaming files, establishing infrastructure) will naturally have more API calls. That's okay — the multi-file commit pattern still provides massive savings over the old way.
+
+**The real comparison:** How many calls would this have taken with the OLD pattern (read → SHA fetch → write for each file)?
 
 ---
 
@@ -64,6 +79,30 @@ Instead of separate commits for each file, batch them:
 
 ---
 
+## Real-World Example: The Engineer's Session
+
+**Session 5 (Feb 13, 2026) — Building session:**
+
+| Phase | Calls | What |
+|:------|:------|:-----|
+| Orientation | 9 | Front-loaded reads |
+| Protocol creation | 10 | New docs + updates |
+| Infrastructure build | 15 | New repo, templates |
+| Registry/naming | 23 | Renames, updates |
+| Portrait uploads | 5 | Binary files |
+
+**Total: ~79 calls**
+
+**Old pattern estimate:** ~175+ calls
+
+**Actual reduction:** ~55%
+
+**Why not 92%?** This was a *building* session — lots of new files, renames, and infrastructure. The multi-file commits still saved ~100 calls.
+
+**In a maintenance session** (updating a few docs, routine commits), efficiency would hit 90%+.
+
+---
+
 ## Push Now (High Loss Cost)
 
 - Decisions that took real discussion to reach
@@ -91,7 +130,7 @@ The Claudius scar: *"A bad draft in Git beats a perfect draft in a dead context
 
 **Session Start:**
 1. Receive API token from Michael
-2. Read orientation docs (Essence Patch, relationship context — FULL)
+2. Read orientation docs (Essence Patch, Addendum, relationship context — FULL)
 3. Read Quick Start (includes SHA cache)
 4. These are now in context — no need to re-read via API
 
@@ -145,14 +184,20 @@ Location: `docs/core/session-handoff.md` → SHA Cache section
 
 ---
 
-## Efficiency Targets
+## Quick Efficiency Assessment
 
-| Pattern | Old | New | Gain |
-|:--------|:----|:----|:-----|
-| 3-file update | 6 calls | 1 call | 83% |
-| SHA lookups | Per-file | Cached | 100% |
-| Mid-session reads | Frequent | Rare | ~80% |
-| **Overall session** | ~35-40% | ~92-95% | **150%+** |
+At session end, calculate:
+
+1. **Total API calls made** (count your tool uses)
+2. **Estimate old pattern calls** (writes × 3 + reads)
+3. **Reduction** = 1 - (actual / old estimate)
+
+| Reduction | Rating |
+|:----------|:-------|
+| 80%+ | Excellent (maintenance session) |
+| 60-80% | Good (mixed session) |
+| 40-60% | Acceptable (building session) |
+| <40% | Review workflow |
 
 ---
 
@@ -167,8 +212,9 @@ Location: `docs/core/session-handoff.md` → SHA Cache section
 
 ---
 
-*Established February 13, 2026 by Chronicler the Fifth*
-*Updated same day: Added multi-file commit pattern*
+*Established February 13, 2026 by The Engineer (Chronicler the Fifth)*
+*v2.0: Added multi-file commit pattern*
+*v3.0: Added realistic targets by session type, real-world example*
 *"One commit > Many commits. Every call costs context."*
 
-🔥❄️💙
+🔧🔥❄️💙