docs(ecosystem): add delegation feedback logs

docs/ecosystem/delegation/README.md

@@ -37,3 +37,4 @@ git pull origin main && read /Users/saravana/BytelystAI/learning_ai/learning_ai_
 - task files must name do-not-touch boundaries
 - task files must include verification expectations
 - Codex reviews delegated outputs before ecosystem completion is claimed
+- each participant folder may also contain `FEEDBACK.md` for durable review notes and process corrections

docs/ecosystem/delegation/codex/FEEDBACK.md

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+# Codex Feedback Log
+
+> Persistent review log for Codex-owned delegated and closeout work.
+> Use this when Saravana wants a durable record of review outcomes or process corrections for Codex.
+
+---
+
+## Entry Template
+
+- **Task file:**
+- **Reviewed by:** Saravana or Codex self-review
+- **Review status:** approved | approved-with-follow-up | changes-required
+- **Related commit:**
+
+### What was good
+
+- pending
+
+### What was wrong
+
+- pending
+
+### Rule Going Forward
+
+- pending
+
+### Final Outcome
+
+- pending

docs/ecosystem/delegation/cursor/FEEDBACK.md

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+# Cursor Feedback Log
+
+> Persistent review log for work delegated to Cursor.
+> Record feedback here after Codex review so the guidance stays in the repo and in commit history.
+
+---
+
+## Entry 1: MindLyst Phase 1 Verification Review
+
+- **Task file:** [`MINDLYST_PHASE1_VERIFICATION.md`](/Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat/docs/ecosystem/delegation/cursor/MINDLYST_PHASE1_VERIFICATION.md)
+- **Reviewed by:** Codex
+- **Review status:** approved-with-follow-up
+- **Related commit:** [`49796b1`](https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/49796b1)
+
+### What was good
+
+- added a focused `test:phase1` script
+- added package-local `.npmrc` to improve local registry resolution
+- fixed the test fixture setup so the focused memory-path tests are structurally runnable
+
+### What was wrong
+
+- the task was reported complete before the exact verification command was actually proven in this clone
+- `npm run test:phase1` still failed locally because `vitest` was not present in `mindlyst-native/web/node_modules/.bin`
+
+### Rule Going Forward
+
+Do not report a delegated task complete just because a script, config file, or test file was added.
+
+Completion requires one of these:
+
+1. the exact verification command was run successfully and its result was reported
+2. the exact verification command failed and the environmental blocker was reported clearly
+
+### Final Outcome
+
+- Cursor's code change was useful and kept
+- Codex performed the actual focused verification using:
+
+```bash
+/Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat/node_modules/.bin/vitest run src/lib/ecosystem-phase1.test.ts src/__tests__/api-memory.test.ts
+```
+
+- Result: `2` files passed, `10` tests passed

docs/ecosystem/delegation/saravana/FEEDBACK.md

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+# Saravana Feedback Log
+
+> Persistent review log for Saravana coordination decisions, approvals, and process corrections.
+
+---
+
+## Entry Template
+
+- **Context:**
+- **Recorded by:** Codex
+- **Status:** accepted | adjusted | blocked
+- **Related commit:**
+
+### Decision
+
+- pending
+
+### Why
+
+- pending
+
+### Follow-up
+
+- pending

docs/ecosystem/delegation/windsurf/FEEDBACK.md

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+# Windsurf Feedback Log
+
+> Persistent review log for work delegated to Windsurf.
+> Add entries here after Codex review so execution feedback is retained in the repo.
+
+---
+
+## Entry Template
+
+- **Task file:**
+- **Reviewed by:** Codex
+- **Review status:** approved | approved-with-follow-up | changes-required
+- **Related commit:**
+
+### What was good
+
+- pending
+
+### What was wrong
+
+- pending
+
+### Rule Going Forward
+
+- pending
+
+### Final Outcome
+
+- pending