diff --git a/docs/AUDIT_WARNING_COMPLETION_CHECKLIST.md b/docs/AUDIT_WARNING_COMPLETION_CHECKLIST.md
index 6b95c1ad..4d9a95c1 100644
--- a/docs/AUDIT_WARNING_COMPLETION_CHECKLIST.md
+++ b/docs/AUDIT_WARNING_COMPLETION_CHECKLIST.md
@@ -32,6 +32,130 @@ Recent warning-cleanup commits:
| `9625999` | `@lysnrai/platform-service` | Removed stale eslint-disable comments. |
| `6978ddb` | `@lysnrai/cowork-service` | Typed test doubles for IPC/Fastify mocks. |
+## Agent Execution Protocol
+
+Any agent should be able to continue this work by following this protocol.
+When in doubt, optimize for small commits, clean verification, and an updated
+checklist.
+
+### 1. Start-of-Run Checklist
+
+- [ ] Read this file in full.
+- [ ] Read `docs/AUDIT_PLATFORM.md`.
+- [ ] Run:
+
+ ```bash
+ cd /Users/saravana/BytelystAI/learning_ai/learning_ai_common_plat
+ source ~/.zshrc
+ export GITEA_NPM_TOKEN
+ git status --short
+ pnpm lint > /tmp/lint-before.log 2>&1
+ ```
+
+- [ ] Confirm `pnpm lint` exits `0`.
+- [ ] Confirm the only pre-existing uncommitted files are still:
+ - `docker-compose.ecosystem.yml`
+ - `products/nomgap/product.json`
+ - `services/platform-service/src/modules/flags/seed.ts`
+ - `pnpm-lock.yaml`
+- [ ] Pick one unchecked workstream item or one coherent group of adjacent
+ items.
+- [ ] Add your in-progress marker in the table below before editing, using
+ your agent name/session if available.
+
+### 2. Per-Commit Workflow
+
+For each incremental commit:
+
+1. Change only the files owned by the selected checklist item.
+2. Run scoped gates first.
+3. Run workspace lint.
+4. Commit only the files you touched.
+5. Push.
+6. Re-run the scoped gates after push.
+7. Update this checklist with:
+ - checkbox status,
+ - commit hash,
+ - warning-count delta,
+ - verification commands.
+8. Commit and push the checklist update separately unless it is a tiny checkbox
+ update tied to the same change and hooks already ran.
+
+Recommended commit subject format:
+
+```text
+chore():
+docs(audit): mark warning cleanup
+```
+
+Recommended commit body:
+
+```text
+What changed:
+- ...
+
+Warning impact:
+- : ->
+
+Verification:
+- pnpm --filter build
+- pnpm --filter test
+- pnpm --filter exec eslint . --ext .ts,.tsx
+- pnpm lint
+```
+
+### 3. Checklist Update Format
+
+When completing an item, update the checkbox line like this:
+
+```markdown
+- [x] `path/to/file.ts`: short task description. Done in `abc1234`; warning
+ delta `-2`; verified with ``.
+```
+
+For workstream-level completions, add a row to the progress log:
+
+```markdown
+| 2026-05-04 | `abc1234` | Short completed change. | Removed N warnings; lint remains 0 errors. |
+```
+
+### 4. Stop Conditions
+
+Stop and ask for guidance when:
+
+- A fix changes user-visible product behavior.
+- A React hook warning appears to require data-flow redesign.
+- A `console.*` call is part of intentional user-facing CLI output and no policy
+ exists yet.
+- A test failure appears in a package you did not touch and does not clear on
+ one focused rerun.
+- You need to touch the nomgap WIP files or `pnpm-lock.yaml`.
+- More than one workstream wants the same files.
+
+## Parallelization Plan
+
+Maximum parallel streams: 3.
+
+Parallel work is safe only when each agent owns a disjoint file set. All agents
+must start from the same pushed `main`, claim their stream in this document,
+and push small commits quickly. If two agents need the same files, serialize.
+
+### Active / Claim Table
+
+| Stream | Status | Owner | File ownership | Current target | Last commit |
+| ------ | ------ | ----- | ---------------------------------------------------------- | ------------------------------------------------- | ----------- |
+| A | Open | — | `dashboards/admin-web/**` | W2 admin web React warnings | — |
+| B | Open | — | `services/platform-service/src/**` only | W3/W4 service runtime console + predictive typing | — |
+| C | Open | — | lint policy, CLI/script files, tracker module config, docs | W1/W5/W6/W7/W8/W9/W10 | — |
+
+### One-Line Prompts For Parallel Agents
+
+Use at most three of these at once:
+
+- **Agent A:** "Work only in `dashboards/admin-web/**`; clear one small group of W2 React warnings, run admin-web typecheck/test/lint plus workspace lint, commit/push, then update `docs/AUDIT_WARNING_COMPLETION_CHECKLIST.md` with commit hash and warning delta."
+- **Agent B:** "Work only in `services/platform-service/src/**`; tackle either W3 runtime console logging or W4 predictive analytics typing, run platform-service build/targeted tests/lint plus workspace lint, commit/push, then update the checklist with commit hash and warning delta."
+- **Agent C:** "Work only on lint policy/CLI docs/config or tracker-web module warning files; do not touch admin-web or platform-service runtime files, run scoped gates plus workspace lint, commit/push, then update the checklist with commit hash and warning delta."
+
## Operating Rules
- Keep `pnpm lint` at `0` errors at all times.
@@ -105,8 +229,9 @@ This workstream is complete when:
Goal: distinguish intentional warning classes from real quality issues.
-- [ ] Capture a fresh warning inventory:
- `pnpm lint > /tmp/lint-warning-inventory.log 2>&1`.
+- [x] Capture a fresh warning inventory:
+ `pnpm lint > /tmp/lint-final-pass.log 2>&1`. Done before `af893c2`;
+ latest summarized baseline is `0` errors / `189` warnings.
- [ ] Split warnings into buckets:
`console`, `no-explicit-any`, `no-unused-vars`, `react-hooks/exhaustive-deps`,
`@next/next/no-img-element`, Node module warnings, stale disables.
@@ -124,7 +249,7 @@ Goal: distinguish intentional warning classes from real quality issues.
Goal: remove obvious dashboard warnings and review hook warnings safely.
- [ ] `dashboards/admin-web/src/app/(dashboard)/experiments/[id]/page.tsx`:
- remove or use unused `Download`.
+ remove or use unused `Download`. Owner: Stream A.
- [ ] Same file: review `fetchExperimentData` dependency warning.
- [ ] Same file: remove, rename, or use unused `experiment` argument.
- [ ] `dashboards/admin-web/src/app/(dashboard)/experiments/page.tsx`:
@@ -190,6 +315,9 @@ Goal: remove production `any`s from
- [ ] Run predictive analytics tests.
- [ ] Run platform-service build/test/lint gates.
+Suggested split: do this as one commit if all 5 `any`s share one domain shape;
+otherwise split by function/section and update this checklist after each commit.
+
### W5. Platform Scripts + Codegen
Goal: make script warnings intentional and policy-backed.
@@ -251,6 +379,9 @@ quality commits.
- [ ] Do not include nomgap WIP files in the lockfile decision.
- [ ] Re-run install/typecheck/test/lint after lockfile action.
+Do not start W8 in parallel with package changes that might run install or alter
+dependency metadata.
+
### W9. Known Test Flakes + Load Sensitivity
Goal: make the suite reliable enough for repeated audit gates.
@@ -270,11 +401,13 @@ Goal: make the suite reliable enough for repeated audit gates.
Goal: keep future agents aligned with the true baseline.
- [ ] Update `docs/AUDIT_PLATFORM.md` after each meaningful warning-policy
- milestone.
-- [ ] Update `docs/HANDOVER.md` when the current gate story changes.
+ milestone. Include commit hash and current lint baseline.
+- [ ] Update `docs/HANDOVER.md` when the current gate story changes. Include
+ known flakes/load sensitivity if still relevant.
- [ ] Keep `docs/CODEX_RESUME_PROMPT.md` aligned with the latest workflow.
-- [ ] Record warning counts after each batch in this checklist.
-- [ ] Include commit hashes in this checklist for major completed batches.
+- [ ] Record warning counts after each batch in this checklist. Use the latest
+ `/tmp/lint-*.log` path and warning count.
+- [ ] Include commit hashes in this checklist for every completed batch.
- [ ] Keep "do not touch nomgap WIP" instructions visible until those files are
resolved by their owner.