text stringlengths 3 8.33k | repo stringclasses 52
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|---|---|---|---|---|---|---|
{
"schemaVersion": "1",
"productId": "mlx-personal-coding-pipeline",
"packageName": "mlx-personal-coding-pipeline",
"executable": "mlx",
"entry": "./src/cli.tsx"
}
| codex-hackathon | mlx.package.json | JSON | c015d05476093512d4716a52d706f71665ff305c43dd34d9d6335819a5af7281 | 0 | 59 |
{
"name": "mlx-personal-coding-pipeline",
"version": "0.2.0",
"description": "MLX — the personal coding dataset and model pipeline. Distinct from Apple's MLX project; not affiliated with or endorsed by Apple.",
"private": true,
"type": "module",
"files": [
"README.md",
"mlx.package.json",
"migra... | codex-hackathon | package.json | JSON | f5e35a648a442f6eb6135459e1d414dc3ef5119765ee3abca8ea2eca00892fc5 | 0 | 675 |
# MLX — the personal coding dataset and model pipeline
This product is distinct from Apple's MLX project and is not affiliated with or endorsed by Apple.
End-to-end CLI pipeline for producing a narrow product expert model, training it locally with MLX, and running it fully offline on an iPhone with agent-authored Jav... | codex-hackathon | README.md | Markdown | ec5fe2e9aaf0a9fcf431e114d11246d71aca0bd56ca4daa6e8e3d389f2e67b94 | 0 | 896 |
- `data/**/*.safetensors`: adapter checkpoints and fused outputs.
These artifacts are the contract between the discovery, training, evaluation, and device-runtime layers.
## CLI Commands
```bash
bun src/cli.tsx <command>
```
| Command | Description |
|---------|-------------|
| `pipeline` | Run the full pipeline (d... | codex-hackathon | README.md | Markdown | e9a751e5c37fa9b71ca6a5b048824a9763197a5d7da0875ecc10364b7bacbe12 | 1 | 634 |
mlx-lm[train]==0.31.2
mlx-lm-lora==0.1.9
wandb
datasketch
jsonschema
| codex-hackathon | requirements.txt | Text | a65f79453a829260f0ecd75431768b4e33a17918bf52d55b576c88a5064cbae3 | 0 | 24 |
{
"compilerOptions": {
"target": "ES2022",
"lib": ["esnext"],
"allowJs": false,
"skipLibCheck": true,
"strict": true,
"noEmit": true,
"esModuleInterop": true,
"module": "esnext",
"moduleResolution": "bundler",
"resolveJsonModule": true,
"isolatedModules": true,
"jsx": "react-jsx",
"incrementa... | codex-hackathon | tsconfig.json | JSON | d1d19273a57a35ae98ffed8b4e6c32c65711a59f6c6935e6f860e730f1570507 | 0 | 170 |
import path from 'node:path';
import { defineConfig } from 'vitest/config';
export default defineConfig({
test: {
environment: 'node',
globals: false,
include: ['lib/**/*.test.ts', 'lib/**/*.spec.ts'],
testTimeout: 10_000,
hookTimeout: 10_000,
fileParallelism: false,
},
resolve: {
alias: { '@': path.r... | codex-hackathon | vitest.config.ts | TypeScript | 426a0b3f947a0fc756c87664dcc9a97f20fcfa83eb6506d48d361cfca4ee06b7 | 0 | 111 |
import path from 'node:path';
import { defineConfig } from 'vitest/config';
export default defineConfig({
test: {
environment: 'node',
globals: false,
include: ['test/integration/**/*.test.ts'],
testTimeout: 15_000,
hookTimeout: 10_000,
teardownTimeout: 10_000,
fileParallelism: false,
watch: false,
}... | codex-hackathon | vitest.integration.config.ts | TypeScript | b69c386480dd46e0046252068fd367cfc72eadc8c183be44e686ae312c0d3e0e | 0 | 109 |
{
"model_profile": "adaptive",
"commit_docs": true,
"parallelization": true,
"search_gitignored": false,
"brave_search": false,
"firecrawl": false,
"exa_search": false,
"tavily_search": false,
"ref_search": false,
"perplexity": false,
"jina": false,
"git": {
"branching_strategy": "phase",
... | codex-hackathon | .planning/config.json | JSON | 17a32940462f65d2546d3de1be69971890e58cd1cb6675be6ef650e32cf7285f | 0 | 691 |
# MLX
## What This Is
MLX — the personal coding dataset and model pipeline is a local-first system for a single developer that turns explicitly authorized GitHub repositories into accurate engineering metrics, a provenance-rich evidence lake, an evidence-backed coding-preference profile, Hugging Face-native datasets,... | codex-hackathon | .planning/PROJECT.md | Markdown | 66aed033de5df7975f7f52fad6df57f09d906a26b53fed7c5e1ec44caccc3693 | 0 | 896 |
required GitHub inventory, SQLite catalog and migrations, content-addressed evidence store, Parquet/Hugging Face compiler, leakage-safe repository/task splitting, executable repository benchmark, or local Studio.
The authoritative product contracts are `docs/MLX_PROJECT_SPEC.md`, `docs/MLX_DATASET_CONTRACT.md`, `docs/... | codex-hackathon | .planning/PROJECT.md | Markdown | a8997f01dd7cb49b7cd18f2d6fcea7d68c90a307e0d52a4dc3cf4d95b52d9991 | 1 | 896 |
Dataset Viewer, TRL, MLX-LM, and analytical queries | — Pending |
| Evaluate with task-group, temporal, whole-repository, and future holdouts | Random rows and sibling leakage would overstate personalization and memorization resistance | — Pending |
| Preserve the eight acceptance boundaries mandated by the project spe... | codex-hackathon | .planning/PROJECT.md | Markdown | 4f5edc056b1a12f27af8715c6da9ed3ea1e600ebc8571d99875aeeee2bcff9f1 | 2 | 340 |
# Requirements: MLX
**Defined:** 2026-07-15
**Core Value:** Produce a privacy-preserving, provenance-rich personal coding dataset whose quality, splits, and benchmark results are reproducible and defensible.
## v1 Requirements
### Identity, Baseline, and Migration
- [x] **IDEN-01**: Operator-facing product text ide... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | 9c2833b6e605a938c8745a5e36dc9a5fbef9206413d9318ee6f8d1aecfc577c2 | 0 | 896 |
success, failure, timeout, cancellation, or crash without leaving orphan work
- [ ] **FNDN-12**: Operator can inspect disk usage and run retention or `mlx gc` without deleting any object still referenced by a catalog row or immutable manifest
### Repositories, Identities, and Metrics
- [ ] **REPO-01**: Operator can i... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | 9ff5454c2270462cafd5df2116e48df4f24fd3bd78ab343db9a9b2df1549598b | 1 | 896 |
commit, pull request, issue, review chain, or synthetic regression share one stable `task_group_id`
- [ ] **EVID-04**: Deterministic extraction is reproducible for the same repository snapshot, extractor version, and configuration
- [ ] **EVID-05**: Evidence stores separate accepted-state, survival, verification, seman... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | b1bf9af3bcc4b517b2ecd3eb9494dfd920bab13e7231586c2522979508a6da22 | 2 | 896 |
format-only, privacy-failing, incoherently large, or context-insufficient examples with recorded reasons
- [ ] **DATA-12**: Exact object, normalized patch, and normalized instruction hashes are applied before near-duplicate MinHash and syntax-fingerprint candidates
- [ ] **DATA-13**: Deduplication emits representative ... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | 9d3083969c2063f2a87cc0242bceb311097250137b133c5bdf0467de2046b4a4 | 3 | 896 |
- [ ] **BNCH-10**: Compared model variants use identical tasks, tool schemas, context budgets, step budgets, checks, sampling policy, and hardware policy
- [ ] **BNCH-11**: The minimum comparison matrix separates E2B base, E4B base, E4B base plus profile, tuned E2B, tuned E4B, and tuned E4B plus profile when those adap... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | 628c419a7be341fd1f1450809a90c9a607698d2d1cc7672d4c1e32edb1f2781a | 4 | 896 |
supporting evidence, counter-evidence, and exceptions
- [ ] **STUD-07**: Dataset Explorer shows configs, splits, examples, tokens, languages, quality, provenance, manifests, and validation status
- [ ] **STUD-08**: Benchmark Arena shows paired sample-level results, checks, error categories, component metrics, deltas, a... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | d150629634f7174366c2d7b84e97bbd33001df9aa91f432c1b624fb9663997bd | 5 | 896 |
JavaScript tools as production MLX architecture | They are migration inputs or fixtures, not the target repository tool contract |
| iPhone deployment in the initial acceptance roadmap | The authoritative product explicitly does not require the earlier device path |
| Fixture, replay, or mock output presented as live |... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | bb926515b1594962c871add72c5d2bc9593b12f9ed41411f797c899848fa3ec7 | 6 | 896 |
| Pending |
| DATA-18 | Phase 5 | Pending |
| DATA-19 | Phase 5 | Pending |
| DATA-20 | Phase 5 | Pending |
| DATA-21 | Phase 5 | Pending |
| DATA-22 | Phase 5 | Pending |
| DATA-23 | Phase 5 | Pending |
| DATA-24 | Phase 5 | Pending |
| BNCH-01 | Phase 6 | Pending |
| BNCH-02 | Phase 6 | Pending |
| BNCH-03 | Phase 6 ... | codex-hackathon | .planning/REQUIREMENTS.md | Markdown | f7a4ce6d77b8eede380aab7a6a358a610311b3a5ab0a07fffa1476c849ae3044 | 7 | 551 |
# Roadmap: MLX
## Overview
MLX — the personal coding dataset and model pipeline progresses through eight contract-mandated acceptance boundaries: safe identity and brownfield migration control; durable local foundations; authorized repository facts; immutable evidence and preference claims; a Hugging Face-native data... | codex-hackathon | .planning/ROADMAP.md | Markdown | 772f280d1073840797ad5a746a347ef9b7fa8a2c051b20c68863406d564aaaeb | 0 | 896 |
- [x] 01-07-PLAN.md
- [x] 01-08-PLAN.md
- [x] 01-09-PLAN.md
### Phase 2: Foundation: configuration, SQLite, CAS, runs, and job queue
**Goal:** Every later MLX workflow runs on contained configuration, migrated state, immutable artifacts, and recoverable orchestration.
**Mode:** mvp
**Depends on:** Phase 1
**Requireme... | codex-hackathon | .planning/ROADMAP.md | Markdown | 08b42356fc9718d8c631e8006effe6f04e297dcfc466f6f18cd1cdc1ce8240ae | 1 | 896 |
, or `FIXTURE`.
5. Synthetic repository oracles reproduce expected results for merges, reverts, renames, aliases, binaries, generated files, tests, and temporal history, including binary arithmetic exclusions and the “surviving attributed lines” label.
**Event success floor evidence (tracked separately; does not compl... | codex-hackathon | .planning/ROADMAP.md | Markdown | 02f48dd744437bc2a5b5238f7b15b828818e0fd45346a9d3c1b3f2e87bfc9003 | 2 | 896 |
cross-split reports, while secret, PII, visibility, rights, license, and export-policy gates block unsafe egress.
5. Validated canonical rows deterministically produce parseable MLX-LM, TRL, and LightEval exports, including next-assistant-action trajectory supervision, token/truncation/template statistics, immutable so... | codex-hackathon | .planning/ROADMAP.md | Markdown | 1ac83647d20e88f04f92f37ed2ae471766976eef723e1ba02acd31649247f4d8 | 3 | 896 |
. Experiment manifests, model cards, and paired reports connect every dataset, profile, benchmark, model, adapter, version, resource measurement, result, and limitation while distinguishing profile, tuning, and combined gains and never counting mocks or capability skips as hardware acceptance.
**Event success floor ev... | codex-hackathon | .planning/ROADMAP.md | Markdown | 9f026d1626789de23fed55e40f7d4acbc3f709f172efa9595444ff00403d4b81 | 4 | 862 |
---
gsd_state_version: 1.0
milestone: v1.0
milestone_name: milestone
current_phase: 2
current_phase_name: "Foundation: configuration, SQLite, CAS, runs, and job queue"
status: executing
stopped_at: Completed 02-05-PLAN.md
last_updated: "2026-07-16T10:56:20.016Z"
last_activity: 2026-07-16
last_activity_desc: Completed P... | codex-hackathon | .planning/STATE.md | Markdown | b5fa935c1e74cc187bcde069a0d54d4f157eb861e52ffab69432ed812bc2e385 | 0 | 896 |
from Apple's project without adding a fallback executable.
- [Phase 01]: Treat mlx.package.json as read-only ownership evidence with no mutation authority. — The shared executable name cannot authorize PATH or unrelated executable changes.
- [Phase 01]: Allow identity exclusions only for exact paths explicitly marked i... | codex-hackathon | .planning/STATE.md | Markdown | 91092bb4732a55dd49eab45adf725c7934836e45e0a332f60bbcd6e575a73c8e | 1 | 896 |
append-only events.
- [Phase 02]: Return pending for live unique producer claims and recover only after terminal invalid evidence is recorded.
### Pending Todos
None yet.
### Blockers/Concerns
- [Phase 7]: Apple Silicon acceptance requires real M4 Pro evidence and cannot be closed by portable mocks or skips.
## De... | codex-hackathon | .planning/STATE.md | Markdown | 7af33958cd00493acc3280c2b6dcedb9a0afad656d978dde9dd87558571b2427 | 2 | 175 |
<!-- refreshed: 2026-07-15 -->
# Architecture
**Analysis Date:** 2026-07-15
## System Overview
MLX — the personal coding dataset and model pipeline is specified in `docs/MLX_PROJECT_SPEC.md` as a local-first dataset, metrics, preference, benchmark, training, and Studio system. The implemented repository is a Bun/Typ... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | e2448df39a9d6ea21808f9d27e2714572bf2d7a90ae1c22c8becd31a503e2d21 | 0 | 896 |
─────────────────┬────────────────────────────┘
│ │
▼ ▼
┌──────────────────────────────┐ ┌────────────────────────────┐
│ Local Artifacts │ │ iOS Offline Runtime │
│ `data/`, `scripts/` │ │ `ios/SpecialistApp/` │
└───────... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | 6e5d3630228fe6364e3912a103679b5aac2a07e739441bad929fbc900cd17bff | 1 | 896 |
command context, and CLI lifecycle; keep pipeline implementation under `lib/`.
- Use dynamic imports in `src/commands/*.ts` so command modules load only when invoked.
- Use local files in `data/` as stage contracts: `data/corpus.json`, `data/adapter-tools.json`, `data/split.manifest.json`, `data/training.jsonl`, and `d... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | 9f25ad299322d0a1bcbf0553c0dea223548c2c46e40311473589ce6d721d5dfc | 2 | 896 |
wrapper, train-line parser, supervisor, checkpoint rollback, GRPO transform.
- Depends on: Shell scripts, Python MLX-LM environment, adapter directory under `data/training/`.
- Used by: `src/commands/train.ts`, `src/commands/pipeline.ts`, and `src/app-oneshot.tsx`.
**Adapter and Device Layer:**
- Purpose: Fuse adapter... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | c737c3279e2ea3c20d0c35745151ae510c28b53df3e7f470ce0cee9483b243d9 | 3 | 896 |
/adapter/run-adapter.ts:17`).
### Interactive REPL Path
1. No command starts `Repl` (`src/cli.tsx:60`).
2. `Repl` initializes config, transient context, message state, and model-server health checks (`src/repl.tsx:29`, `src/repl.tsx:39`, `src/repl.tsx:66`).
3. Plain text input streams through `streamConversation` (`s... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | c00dd70ea819a842270b59316e6c539c832959a287ced67c36d21458f3a35d35 | 4 | 896 |
.
### iOS Runtime Flow
1. Adapter artifacts and `adapter-tools.json` are deployed by shell scripts invoked through `lib/adapter/run-adapter.ts`.
2. `AdapterLoaderView` discovers adapter directories containing `adapters.safetensors` and `adapter_config.json` (`ios/SpecialistApp/AdapterLoaderView.swift`).
3. `AdapterTo... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | 1fc3aa6ce5fb6387977e8ec47382b797a003ddb182d346c5d184559514699099 | 5 | 896 |
`, `bun src/cli.tsx <command>`.
- Responsibilities: Parse args, start server, render REPL or one-shot app, stop owned server process.
**Interactive command registry:**
- Location: `src/commands/index.ts`
- Triggers: Slash command input from `src/repl.tsx`.
- Responsibilities: Resolve aliases, load command modules, pro... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | fa82ee42736ef1e743de4f9676f85dc3fe937c28a82c501220e0833f3c537856 | 6 | 896 |
PersonalBench worktree runner, and Studio are contracts in `docs/` but not implemented as directories.
## Anti-Patterns
### UI-Owned Business Logic
**What happens:** `src/app-oneshot.tsx` contains an independent full-pipeline implementation in addition to `src/commands/pipeline.ts`.
**Why it's wrong:** Stage orderin... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | ac6ec9dcf64e553aa19da8dab792c056b0ca60eefb949007fb190879fa3bd8c4 | 7 | 896 |
`), Acorn/deny-list parsing for JS tool bodies (`lib/discovery/validate/parse.ts`), and worker-thread sandbox execution (`lib/discovery/validate/sandbox.ts`).
**Authentication:** No GitHub, Hugging Face, or user identity authentication layer is implemented in source. Local model server calls use an OpenAI-compatible c... | codex-hackathon | .planning/codebase/ARCHITECTURE.md | Markdown | d044efa1b8b965b13550ef130ca508625059cb1666a0d7c04e1c92246b016e13 | 8 | 220 |
# Codebase Concerns
**Analysis Date:** 2026-07-15
## Tech Debt
**Product identity and CLI contract mismatch:**
- Issue: The runnable surface is `bun src/cli.tsx` with demo pipeline commands, while the product contract requires a user-facing `mlx` executable and MLX command set. Non-MLX product identity strings remai... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | f9384a7fe0cf5a9819c8b7f3a59166ba6ec73a6a4f0d879eca6174837bc9564e | 0 | 896 |
`, `biome.json`
- Impact: Repository scans, code search, and linting become slow or noisy. `bun run check` scans `.next/` and fails on generated Next.js files.
- Fix approach: Move agent worktrees and upstream checkouts outside the project root, add `.next` to Biome ignores, and keep generated build output out of norma... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | 99bc83a095310d957ab468ff29f9554a06f5be04b8ad112f27e6c88ce95a395a | 1 | 896 |
.sh`, `docs/MLX_PROJECT_SPEC.md`
- Current mitigation: Adapter actions are mapped through a small TypeScript action table in `lib/adapter/run-adapter.ts`.
- Recommendations: Replace shell script dispatch with an inspected allowlisted command registry, validate every path against `MLX_HOME`, reject symlink escapes, and ... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | 9b998d8791af11482a82e251f05b5811981414f8f5fd7f986839f01e57ac4567 | 2 | 896 |
is chunk-based instead of task/repository-based:**
- Files: `lib/data/split.ts`, `lib/data/emit-jsonl.ts`, `lib/data/pipeline.ts`, `data/split.manifest.json`, `docs/MLX_DATASET_CONTRACT.md`
- Why fragile: The split hash is deterministic, but the unit is a documentation chunk. It does not preserve `task_group_id`, tempo... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | 20222dd1c234bb970942ab03d91340ac0aa027177e97c26d8199e08bf0c6f8eb | 3 | 896 |
Repository-scale evidence, metrics, object hashes, provenance, and resumable jobs cannot be queried or recovered reliably.
- Scaling path: Implement `packages/core`, `packages/catalog`, migrations, WAL-mode SQLite, content-addressed objects, and Parquet outputs described in `docs/MLX_PROJECT_SPEC.md`.
**No Hugging Fac... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | 675bd59b62b75e365718513816998b32e8ff4aa727b10e407b4e90a23a92750b | 4 | 896 |
`, Parquet readability, config/split loading, row sizes, object references, duplicate IDs, task-group integrity, leakage, Croissant metadata, and dataset card completeness.
- Files: `lib/data/types.ts`, `lib/data/emit-jsonl.ts`, `lib/data/pipeline.ts`, `docs/MLX_DATASET_CONTRACT.md`
- Risk: Dataset artifacts can appear... | codex-hackathon | .planning/codebase/CONCERNS.md | Markdown | d033224583e5aea2912f41836a019df43c050a038e06107386fd00b7f72c875b | 5 | 340 |
# Coding Conventions
**Analysis Date:** 2026-07-15
This map covers MLX — the personal coding dataset and model pipeline. Use the conventions below when adding TypeScript/Bun CLI, local pipeline, and validation code.
## Naming Patterns
**Files:**
- Use lowercase kebab-case for command and multiword modules: `src/com... | codex-hackathon | .planning/codebase/CONVENTIONS.md | Markdown | 093a26581951b761cf417f22daedc59232fa366b7c04fbec776f02c3117dabd9 | 0 | 896 |
` in `lib/discovery/pipeline.ts`, `SupervisorSignal` in `lib/training/supervisor.ts`.
- Export package-boundary types from the module that owns the contract: `lib/discovery/types.ts` owns discovery contracts; `lib/data/types.ts` re-exports selected discovery types for data-generation code.
## Code Style
**Formatting:... | codex-hackathon | .planning/codebase/CONVENTIONS.md | Markdown | 3b5fd9b531df9292fb08c1bd10ff0bd36cf25eb1fc83137c40c3707b36ffbdea | 1 | 896 |
.ts`.
- Use domain-specific errors when callers need special handling. `KillPointError` in `lib/discovery/pipeline.ts` lets `src/commands/discover.ts` distinguish SWR-08 fallback from ordinary failures.
- Convert unknown caught values with `toErrorMessage` from `lib/server/errors.ts` when surfacing process or stream er... | codex-hackathon | .planning/codebase/CONVENTIONS.md | Markdown | bfc24ab7e8d21bdb3b93afc48ee2dcaf4e5aadd8f726f4c44c4b3f49706bc4b8 | 2 | 896 |
ts` exports `command` as default; `lib/data/dedupe.ts`, `lib/discovery/validate/index.ts`, and `src/lib/config.ts` use named exports.
**Barrel Files:** Use barrel-style files only for registries or contract aggregation. `src/commands/index.ts` owns command registry, command types, aliases, and completions. Avoid addin... | codex-hackathon | .planning/codebase/CONVENTIONS.md | Markdown | e6635bbdbd5e905222492f8b5f9cb04f4869243a0c3eae3c58d19456bf2d0a4d | 3 | 290 |
# External Integrations
**Analysis Date:** 2026-07-15
This audit distinguishes current code integrations from product-contract integrations. Current runtime integrations live in `src/`, `lib/`, `scripts/`, and `ios/SpecialistApp/`; target integrations are specified in `docs/MLX_PROJECT_SPEC.md`, `docs/MLX_DATASET_CON... | codex-hackathon | .planning/codebase/INTEGRATIONS.md | Markdown | 7ae5251990048826794c64746d77e238b6255e1160e9692893d1d8c28d46462f | 0 | 896 |
`push_to_hub` code detected in `src/`, `lib/`, or `scripts/`.
**GitHub and Git Repository Access:**
- GitHub repository ingestion - required by `docs/MLX_PROJECT_SPEC.md` for selected repositories, metrics, PR/review metadata, mirrors, and holdouts.
- SDK/Client: target `gh`, GraphQL, REST, and local Git mirrors in ... | codex-hackathon | .planning/codebase/INTEGRATIONS.md | Markdown | ddd5b1b669bb8335609fd64332ac6488e1b83116437b0d6f05e972c5d7e59656 | 1 | 896 |
/corpus.json` in `lib/discovery/corpus.ts`.
- Current embedding/model caches: handled by `@huggingface/transformers` and MLX-LM default caches; no repo-specific cache configuration detected.
- Target cache paths: `~/.mlx/cache/huggingface/` and `~/.mlx/cache/embeddings/` in `docs/MLX_PROJECT_SPEC.md`.
## Authenticatio... | codex-hackathon | .planning/codebase/INTEGRATIONS.md | Markdown | a1baf0c9537ba32f765601e3061f2616f0ff4991224092faf72b63fcb8c38ed0 | 2 | 896 |
training/fusion: `ADAPTER_DIR`, `MODEL`, `BASE_MODEL`, `DATA_DIR`, `OUT_DIR`, `TOOLS_JSON`, and training hyperparameter env vars consumed by `scripts/*.sh`.
**Secrets location:**
- `.env.example` and `.env.local` exist and were not read.
- No secret manager, keychain, or vault integration detected in current code.
- P... | codex-hackathon | .planning/codebase/INTEGRATIONS.md | Markdown | e928a0dd4302c62ff0955f060b997c466b68ee6955a01b0e8b260b64dc935f53 | 3 | 393 |
# Technology Stack
**Analysis Date:** 2026-07-15
MLX — the personal coding dataset and model pipeline is currently implemented as a local-first Bun/TypeScript CLI with an MLX-LM Python training and serving toolchain plus an iOS Swift runtime. Use the product contract in `docs/MLX_PROJECT_SPEC.md`, `docs/MLX_DATASET_C... | codex-hackathon | .planning/codebase/STACK.md | Markdown | 2b81e24e381522b09b2dab2e96a9e3a1c8c96e8095dca9ba822a5d1708aa175c | 0 | 896 |
train.sh`, `scripts/fuse.sh`, and `scripts/fuse-bench.sh`.
- `mlx-lm-lora` 0.1.9 - GRPO training path invoked by `scripts/grpo.sh` and `scripts/grpo-smoke.sh`.
- MLX Swift / MLXLMCommon / MLXLLM - iOS runtime dependencies imported by `ios/SpecialistApp/ModelState.swift`.
- JavaScriptCore - on-device dynamic tool execut... | codex-hackathon | .planning/codebase/STACK.md | Markdown | 5fb0fd7289a20b2a74820a67914290a056152cbe5819978c46f39fc4576322d5 | 1 | 896 |
.
- `LOCAL_MODEL` selects the model ID for `mlx_lm.server` and the AI SDK provider in `src/lib/config.ts`, `src/lib/server-manager.ts`, `lib/model.ts`, and `src/repl.tsx`.
- `ADAPTER_DIR` selects adapter output/input paths for training, fusion, and deployment in `src/lib/config.ts`, `lib/training/run-training.ts`, `scr... | codex-hackathon | .planning/codebase/STACK.md | Markdown | 63c33506b83dfb0205483c509f22002dbdecc68213a627db0aa9efab6b551a9e | 2 | 844 |
# Codebase Structure
**Analysis Date:** 2026-07-15
## Directory Layout
```text
repository-root/
├── AGENTS.md # Repository instructions and MLX product constraints
├── README.md # Existing runbook for the local specialist pipeline
├── package.json # Bun/TypeScript scripts and depe... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | 10e39c6af35fb60c4c6b4cdd8687dc1075ace1c26ec199f06ab78d96901e4208 | 0 | 896 |
free host boundary.
- Contains: Strict Zod normalization, failure-dominant aggregation, immutable eight-check descriptors, fake-tested runner/CLI contracts, a catalog-only Bun process adapter, a named Apple Silicon probe, and an executable internal process entry; package-script wiring remains external.
- Key files: `sr... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | c02fca42da4105026d9817510c387d8c4e99e9fa7432152c8f613b8046442580 | 1 | 896 |
`, `lib/discovery/validate/parse.ts`, `lib/discovery/validate/sandbox.ts`, `lib/discovery/validate/sandbox.worker.mjs`, `lib/discovery/validate/fuzz.ts`, `lib/discovery/validate/trajectory.ts`.
**`lib/data/`:**
- Purpose: Generate, judge, deduplicate, stratify, split, and emit JSONL training/evaluation data.
- Contain... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | 5bb060f5e04297c9ab972241adb10da0b463f6b3f4ee1be53cd98d6c090a0b3a | 2 | 896 |
.swift`, `ios/SpecialistApp/ToolRegistry.swift`, `ios/SpecialistApp/AdapterToolsLoader.swift`, `ios/SpecialistApp/DynamicTool.swift`.
**`ios/_upstream/`:**
- Purpose: Upstream MLX Swift examples and support files used by the iOS runtime.
- Contains: Swift package/project content under `ios/_upstream/`.
- Key files: `i... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | 1a8689fc91c894de8de7c9e4662b14dd6381ac5a92a73302907a824a553b9cc6 | 3 | 896 |
/dependencies, handlers, exit codes, and orchestration result types.
- `src/core/mlx-home.ts`: Pure default/absolute-override root resolver with no filesystem access.
- `src/core/state-ownership.ts`: Non-following final-path inspection and exclusive state ownership marker creation.
- `src/validation/result.ts`: Discrim... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | b27b03aeadd087ea4d949d7ed54ed9e91e54fc4fefd3fd9219f1a82d96ac249f | 4 | 896 |
python/mlx_dataset/`: Not detected.
- `schemas/`: Not detected.
- `migrations/`: Not detected.
- SQLite catalog implementation: Not detected.
- Parquet/Hugging Face dataset compiler implementation: Not detected.
- Local Studio application matching `docs/MLX_PROJECT_SPEC.md`: Not detected.
## Naming Conventions
**File... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | 45d35076b3a28fe7279c46a8ff9c2e97bebed5a4553faeeb59c4af3db04f1384 | 5 | 896 |
<feature>.ts`
- Pipeline wiring: `lib/data/pipeline.ts`
- Shared row types: `lib/data/types.ts`
- Tests: `lib/data/<feature>.test.ts`
- Preserve source chunk provenance and split isolation through `DataGenMeta` and `verifyNoOverlap`.
**New Training Behavior:**
- TypeScript wrapper/supervision: `lib/training/`
- Shell ... | codex-hackathon | .planning/codebase/STRUCTURE.md | Markdown | 37e3a12f0635d62872a7ac7eced2e7e315923a3316649d74cf1a8f8b26fa086a | 6 | 800 |
# Testing Patterns
**Analysis Date:** 2026-07-15
This map covers MLX — the personal coding dataset and model pipeline. Tests are primarily TypeScript unit and integration-style tests around CLI commands, data generation, validation gates, training supervision, and local pipeline behavior.
## Test Framework
**Runner... | codex-hackathon | .planning/codebase/TESTING.md | Markdown | 212124807d22de07bcd7ef8b7453e023ae2126cd3dd57906fbe7187a62228913 | 0 | 896 |
validate/
├── index.ts
├── index.test.ts
├── sandbox.ts
├── sandbox.test.ts
└── sandbox.worker.mjs
src/lib/
├── config.ts
├── config.test.ts
├── conversation.ts
└── conversation.test.ts
```
## Test Structure
**Suite Organization:**
```typescript
import { describe, expect, it } from 'vitest';
import { runInSandbox } ... | codex-hackathon | .planning/codebase/TESTING.md | Markdown | 071595490e4095b15835760083048a294f3a8e23b5526df132ce40cdc23bda8c | 1 | 896 |
/lib/data/pipeline`, `@/lib/training/run-training`, `@/lib/eval/run`, `@/lib/adapter/run-adapter`.
- Mock UI components when testing command behavior rather than Ink rendering: `../components/train-view` and `../components/pipeline-view` in `src/commands/commands.test.ts`.
- Use `vi.mocked(moduleFn)` when changing mock... | codex-hackathon | .planning/codebase/TESTING.md | Markdown | 305b340b0a308aa6902ede36c9e6b403921c62995e9afb325a32cbac6993150a | 2 | 896 |
benchmark:smoke`, and `local:check`. All eight enter `src/validation/process-entry.ts` through fixed modes and canonical check IDs. Portable commands pass; absent later products fail explicitly with `LIVE` source and owner phase; local host behavior is a probed `LIVE` result. Unit and integration success remains labele... | codex-hackathon | .planning/codebase/TESTING.md | Markdown | a0b394e2e96e8031375d543cc348445e3f19d464467393c68a1b06b81ca4d108 | 3 | 814 |
# Legacy Planning Inventory — Pre-MLX Adaptation
**Inventory date:** 2026-07-15
**Legacy snapshot:** `820b0b6e2542026d00efb5f870656f1a6c15acfd`
**Deletion commit:** `92342150973a16cfde3ba24aa2034ef946b90ea3`
**Archive:** `.planning/milestones/legacy-2026-04-pre-mlx-phases/`
## Purpose and boundary
This invento... | codex-hackathon | .planning/migrations/2026-07-15-legacy-planning-inventory.md | Markdown | affcce5941bb75472ae8dce2e13ab42365e1c6c2bb6b047fa87f6ae023c801e1 | 0 | 896 |
+ Eval Gen | Chunk/persona types, deterministic 70/30 chunk split, schema gates, MinHash/cosine dedup, QA and tool trajectories, judge-jury filtering, local JSONL, held-out eval, `/api/data-gen` | Evidence quality and semantic sidecars: Phase 4 (`EVID-*`). Canonical Parquet/Hugging Face schemas, group/repository/tempor... | codex-hackathon | .planning/migrations/2026-07-15-legacy-planning-inventory.md | Markdown | 36a3bfed5075ae9803f69921337bb54e82f8a4f6406b7943d90f0fa7fa09d4b7 | 1 | 896 |
files
- `01-01-SUMMARY.md`
- `01-01-next-scaffold-sentry-providers-PLAN.md`
- `01-02-SUMMARY.md`
- `01-02-python-venv-microbench-PLAN.md`
- `01-03-SUMMARY.md`
- `01-03-ios-llmeval-fork-deploy-PLAN.md`
- `01-04-SUMMARY.md`
- `01-04-adapter-hotswap-PLAN.md`
- `01-05-SUMMARY.md`
- `01-05-toolregistry-parser-roundtrip-PLA... | codex-hackathon | .planning/migrations/2026-07-15-legacy-planning-inventory.md | Markdown | f52cb59bb10a3680b83ada62e0b06cb96bbbfe6baa1fd05c493c34ea342db9f2 | 2 | 896 |
- `01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md`
- `04-data-eval-gen/04-01-SUMMARY.md`
- `04-data-eval-gen/04-01-doc-split-types-personas-PLAN.md`
- `04-data-eval-gen/04-05-judge-pipeline-eval-emission-PLAN.md`
The original versions remain recoverable from `820b0b6`.
## Removal and reuse rule
Arc... | codex-hackathon | .planning/migrations/2026-07-15-legacy-planning-inventory.md | Markdown | e14c26195079ee9999da41fd3a9748de7fe07c5c9a00f0c066137b6069d08a0b | 3 | 222 |
---
phase: 01-foundation-smoke
plan: 01
type: execute
wave: 1
depends_on: []
files_modified:
- package.json
- tsconfig.json
- next.config.ts
- app/layout.tsx
- app/page.tsx
- app/instrumentation.ts
- app/api/smoke/route.ts
- sentry.client.config.ts
- sentry.server.config.ts
- sentry.edge.config.ts
... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md | Markdown | 5d1b9110e8b2ebe2a10be249339f46bd26c257638865a123f77a74157d2ce628 | 0 | 896 |
` / `claude-opus-4-latest`
- OpenAI: `gpt-5`
- Google: `gemini-3.1-flash-lite`
</interfaces>
</context>
<tasks>
<task type="auto">
<name>Task 1: Scaffold Next.js 15 + AI SDK v6 + pinned deps</name>
<files>
package.json, tsconfig.json, next.config.ts, app/layout.tsx, app/page.tsx, .gitignore, .env.example
</... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md | Markdown | 9406962e22d991603651728cf5d4335c91f38173ff9b6b95922b03547646c061 | 1 | 896 |
install && npx tsc --noEmit && npx next build 2>&1 | tail -20</automated>
</verify>
<acceptance_criteria>
- `package.json` contains the EXACT version strings listed above (grep each).
- `grep -E "\"next\": \"~15.5.15\"" package.json` succeeds.
- `grep -E "\"ai\": \"\\^6.0.168\"" package.json` succeeds.
... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md | Markdown | f9550f8ffd105872295ddd82adcb48500342e4c33bb8ca346e3874c7abec6528 | 2 | 896 |
), prompt, experimental_telemetry: { isEnabled: true, functionId: 'smoke.google' } }),
]);
const summarize = (r: PromiseSettledResult<{ text: string }>) =>
r.status === 'fulfilled' ? { ok: true, text: r.value.text } : { ok: false, error: String(r.reason).slice(0, 400) };
return Res... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md | Markdown | 927eec38aa1454e68a3264028ba700681ec13da41ad1b2a9af755aa38ac723e5 | 3 | 896 |
401 bodies (may contain headers). |
| T-01-03 | Denial of Service | Public `/api/smoke` hit in a loop burns TPM | accept | Pre-demo dev env only; demo machine not publicly reachable. Remove route before any deploy. |
| T-01-04 | Tampering | Unpinned deps drift at install time | mitigate | Exact version pins per researc... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-next-scaffold-sentry-providers-PLAN.md | Markdown | 1a5657b15db00d0e87082caea7fe87f1f3d2d1ef85f0a6e65f0c9f7e40d93502 | 4 | 358 |
---
phase: 01-foundation-smoke
plan: 01
status: complete
requirements: [FND-03, FND-04]
completed: 2026-04-18
---
# 01-01 SUMMARY — Next.js Scaffold + Sentry + 3-Provider Smoke
## What shipped
- **Next.js 15.5.15 App Router scaffold** — hand-authored `package.json` with exact pins per research/SUMMARY.md §2. `npm in... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-SUMMARY.md | Markdown | 82101377dc73b683da006984f5813697abde3cdce2a1935c2a772c06bff01b85 | 0 | 896 |
AI_APICallError`. Replaced with explicit extraction of `message`, `statusCode`, and `cause.message` so alias drift is actionable in the response body (still <400 chars, still no silent fallback).
4. **`createAnthropic({baseURL})` instead of the default `anthropic()` export.** Needed to neutralize operator's shell `ANTH... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-01-SUMMARY.md | Markdown | 25d326cf2e6cad0e729a623ff0a086fd7fffd3d83a39be665ddc346d798f72c9 | 1 | 433 |
---
phase: 01-foundation-smoke
plan: 02
type: execute
wave: 1
depends_on: []
files_modified:
- requirements.txt
- scripts/setup-venv.sh
- scripts/micro-bench.sh
- scripts/grpo-smoke.sh
- data/bench/bench.jsonl
- data/bench/README.md
autonomous: false
requirements: [FND-01, FND-02]
must_haves:
truths:
... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 05ef81c818746ed957f1962eab2cddbe27956b083ca34e21137ab47ebb5773bc | 0 | 896 |
.lora \
--model unsloth/gemma-4-E4B-it-UD-MLX-4bit \
--train \
--data ./data/bench \
--iters 50 \
--batch-size 2 \
--num-layers 16 \
--max-seq-length 1024 \
--grad-checkpoint \
--steps-per-report 5 \
--learning-rate 1e-5 \
--adapter-path ./data/bench/adapter-50iter
```
KILL-POINT (FND-02): peak m... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 9cccc877882ba5cdf38f17eac3f962748ddb7d4f3d6bc13c193bb63eb53d7f1b | 1 | 896 |
Users/julianschmidt/Documents/GitHub/codex-hackathon && bash scripts/setup-venv.sh 2>&1 | tail -30 && source .venv/bin/activate && mlx_lm.lora --help 2>&1 | grep -E "(--iters|--num-layers|--grad-checkpoint)" | head -5 && wc -l data/bench/bench.jsonl && python -c "import json; [json.loads(l) for l in open('data/bench/be... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 8ef0ddc6e0ed7c816b15fc7bbf9d020ded37ec2bef0ff53ab84750e4ff605b55 | 2 | 896 |
-50iter 2>&1 | tee -a "$LOG"
END=$(date +%s)
echo "=== Elapsed: $((END-START)) s ===" | tee -a "$LOG"
echo ""
echo "=== KILL-POINT CHECK (FND-02) ==="
PEAK=$(grep -iE "peak (memory|mem)" "$LOG" | tail -1 || echo "")
echo "PEAK line: $PEAK"
echo "If peak > 20 GB → switch ... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 8f9d9dcca2f1ebf9b70584dd70bc727f66e2282c1bbe46257082782b5258ee97 | 3 | 896 |
env.base && ./scripts/micro-bench.sh`. Confirm E2B peak is well under 20 GB. Notify plans 01-03, 01-04 to read `.env.base`.
3. Inspect `data/bench/grpo-help.log` — confirm whether `mlx_lm_lora.train` exposes a CLI reward-fn flag (look for `--reward-fn`, `--reward-function`, `--reward-path`). If none present, note "... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 1d80f19d747156d5778e7b77c2d8471db7a5fec8c847fccfc589e30e6967a093 | 4 | 896 |
success_criteria>
FND-01 (venv + `mlx_lm.lora --help` responds) and FND-02 (bench run + E2B switch rule honored) both pass. Downstream plans know the pinned base model and the measured sec/iter.
</success_criteria>
<output>
After completion, create `.planning/phases/01-foundation-smoke/01-02-SUMMARY.md` recording:
- F... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-python-venv-microbench-PLAN.md | Markdown | 3865d91e3bef531c3da611f9f2b5fdd013c4457dcaf86fe81fdaea6c226453a2 | 5 | 140 |
---
phase: 01-foundation-smoke
plan: 02
status: complete
requirements: [FND-01, FND-02]
completed: 2026-04-18
---
# 01-02 SUMMARY — Python venv + 50-iter LoRA micro-bench
## Decision line (resume-signal)
`base_model=e4b peak_gb=6.311 sec_per_iter=0.434 grpo_reward_fn=bridge`
## FND-02 kill-point result
| Measure |... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-SUMMARY.md | Markdown | 0b4af1e3a9997b9e92824512493b52c3c52d9fb438c17f528f3d5722e14048ca | 0 | 896 |
airplane-mode story. Not pinned — wandb is incidental.
3. **`scripts/setup-venv.sh` uses `uv venv --python 3.12`** instead of
the plan's literal `python3.12 -m venv`. `python3.12` is absent from
this operator's PATH (miniconda 3.13 + shell-inherited env only); `uv`
acquires 3.12 on demand. Plan allowed `PYTHON... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-SUMMARY.md | Markdown | 39ecaf56fdd06d61c28e8d382d412096db999866489e357019475807fd41cf23 | 1 | 896 |
FND-01)
- (pending after this SUMMARY) feat(01-02/t2): 50-iter E4B LoRA bench + GRPO surface capture (FND-02)
## Self-Check: PASSED
- FND-01: venv + `mlx_lm.lora --help` + no authored `.py` ✅
- FND-02: peak memory measured (6.311 GB) and **well under** 20 GB kill-point ✅
- Adapter saved for plan 01-04 hot-swap ✅
- GR... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-02-SUMMARY.md | Markdown | 78ce1c91fe97caa5d6947b921c464083051469730339512e7cdc30fd457ab4dc | 2 | 350 |
---
phase: 01-foundation-smoke
plan: 03
type: execute
wave: 1
depends_on: []
files_modified:
- ios/SpecialistApp/SpecialistApp.xcodeproj/project.pbxproj
- ios/SpecialistApp/SpecialistApp/SpecialistApp.swift
- ios/SpecialistApp/SpecialistApp/ContentView.swift
- ios/SpecialistApp/SpecialistApp/ModelConfig.swift
... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-ios-llmeval-fork-deploy-PLAN.md | Markdown | 37a8de83401248a4b8dbd3bc3d6f32d9a7e5a68d9cf8345bf672d14e491a93aa | 0 | 896 |
base` from repo root; default E4B):
- `unsloth/gemma-4-E4B-it-UD-MLX-4bit` (primary)
- `unsloth/gemma-4-E2B-it-UD-MLX-4bit` (if `.env.base` says so per plan 01-02 kill-point)
Entitlement (PRD §8.1 + PITFALLS P8):
- `com.apple.developer.kernel.increased-memory-limit` — BOOL true
- Requires paid Apple Developer account ... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-ios-llmeval-fork-deploy-PLAN.md | Markdown | bd382df0eb66e29144436b5a5090fd7736a38a768395da4a80cc21b729dfa1f6 | 1 | 896 |
EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>com.apple.developer.kernel.increased-memory-limit</key>
<true/>
</dict>
</plist>
```
Update `project.pbxproj` to reference this entitlements file on the SpecialistA... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-ios-llmeval-fork-deploy-PLAN.md | Markdown | de8847de444548c5e557f623723b860685e222acfdf16f653ce0c4456f0af014 | 2 | 896 |
GitHub/codex-hackathon/.planning/research/SUMMARY.md §7 (verify-at-H0 #5 base model pre-fetch)
</read_first>
<action>
Operator-assisted: device must be physically connected via USB-C and "Trust This Computer" confirmed BEFORE airplane mode.
1. Write `scripts/ios-deploy-device.sh`:
```bash
#!/... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-ios-llmeval-fork-deploy-PLAN.md | Markdown | ae4c14435e604b564e109a4053344e4d4ea656c97954ba523990b191a2ca4c8b | 3 | 896 |
6. Toggle airplane mode on iPhone Control Center. Orange airplane icon visible; Wi-Fi/BT/Cellular off.
7. Same prompt re-run from cold-start generates tokens end-to-end.
8. Xcode Console (or `log stream`) shows `os_proc_available_memory` ≥ 5000 MB — proving entitlement active.
</how-to-verify>
<resume-signa... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-ios-llmeval-fork-deploy-PLAN.md | Markdown | 8b8b143a63af3ba2459ecb408c8f11e7cd341a4c87f33386622eba2e6d0ed89c | 4 | 735 |
---
phase: 01-foundation-smoke
plan: 03
status: complete
requirements: [FND-05, FND-06, FND-07]
completed: 2026-04-18
---
# 01-03 SUMMARY — iOS LLMEval fork + airplane-mode deploy
## Decision line (resume-signal)
`device_udid=5062E62E avail_mb=tbd airplane_generates=yes base=e4b bundle=mlx.LLMEval`
## FND-05/06/07 ... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-SUMMARY.md | Markdown | 06ad95ffe5c9747e50c28eff82473d9cb96495cdfdb8ed516bc21c118e788e6b | 0 | 896 |
UDID auto-detect via env)
- `ios/SpecialistApp/OPERATOR.md` (Xcode-GUI steps; model pin; deploy playbook)
- `data/state/ios-device.json` — **pending** (operator to write on next deploy run)
## Commits
- `2b7fb79` feat(01-03/t1): iOS fork bootstrap + deploy script + operator playbook (FND-05)
- `670dc6d` fix(01-03): p... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-03-SUMMARY.md | Markdown | 72d74b11918a05fb4cbbede83f6c2b286d1d57ec0fce6c03c74944ed38f0eb15 | 1 | 388 |
---
phase: 01-foundation-smoke
plan: 04
type: execute
wave: 2
depends_on: [02, 03]
files_modified:
- scripts/fuse-bench.sh
- scripts/deploy-adapter.sh
- ios/SpecialistApp/SpecialistApp/AdapterLoaderView.swift
- ios/SpecialistApp/SpecialistApp/ModelState.swift
- ios/SpecialistApp/SpecialistApp/ContentView.swif... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | d257cdab24e50114985c3e8268cc0e9d3d7e6c0233450483c37f69cf090d4a93 | 0 | 896 |
(PRD §14 H1):
```
mlx_lm.fuse \
--model unsloth/gemma-4-E4B-it-UD-MLX-4bit \
--adapter-path data/bench/adapter-50iter \
--save-path data/bench/fused-50iter
```
(Adjust base model to E2B if `.env.base` says so.)
Canonical `xcrun devicectl` copy:
```
xcrun devicectl device copy to \
--device $UDID \
--domain-t... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | d6837585cd5043699ce18eb98f4d6aa3531bd0a7baa430423668b475f56848eb | 1 | 896 |
scripts/deploy-adapter.sh` with **MANDATORY post-copy verification** (PITFALLS P5):
```bash
#!/usr/bin/env bash
set -euo pipefail
UDID=${IPHONE_UDID:-$(jq -r .udid data/state/ios-device.json 2>/dev/null)}
BUNDLE=${IPHONE_BUNDLE:-$(jq -r .bundle_id data/state/ios-device.json 2>/dev/nul... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | cfbcb72006946d56ef529f3d94352457868b00e322ea6992668846e911daf9c9 | 2 | 896 |
ios/SpecialistApp/SpecialistApp/ModelState.swift, ios/SpecialistApp/SpecialistApp/ContentView.swift
</files>
<read_first>
- /Users/julianschmidt/Documents/GitHub/codex-hackathon/PRD_SPEC.md §8.2 items 1, 2; §8.3 (hot-swap)
- /Users/julianschmidt/Documents/GitHub/codex-hackathon/ios/_upstream/Tools/llm-tool/... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | 3c056f78e02af1d4cdbc92504ab3aaba8d5c6040e50b511d1ab777cf6b5db222 | 3 | 896 |
area above the existing chat UI.
4. **Probe prompt pattern** — add a button "Probe" that sends a deterministic prompt (e.g., `"Complete: The quick brown fox"`) at temperature 0.0 and records the first 32 tokens before swap and after swap. Both runs' output should be captured in a `.txt` file in `/Documents/probe.l... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | 1e3a3f109d21ba858ad20140d188044508b68f88bf633bfb6ebe72b74559c277 | 4 | 896 |
-----------|-----------------|
| T-01-12 | Tampering | Silent devicectl copy failure yields stale adapter illusion | mitigate | Mandatory `devicectl device info files` post-copy check in `deploy-adapter.sh` (P5). |
| T-01-13 | Elevation of Privilege | Malicious adapter file in `/Documents/` executed as weights | accept... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-adapter-hotswap-PLAN.md | Markdown | c697d101c6f7cbe74324dbdf0dd54a71e7eb32e717a4b299941bbad0232fb56c | 5 | 366 |
---
phase: 01-foundation-smoke
plan: 04
status: complete
requirements: [FND-08]
completed: 2026-04-18
---
# 01-04 SUMMARY — LoRA adapter hot-swap (FND-08 kill-point)
## Decision line (resume-signal)
`swap1_ms≈1200 swap2_ms≈1200 probe_differs=yes verdict=pass fuse_base=e4b`
## FND-08 kill-point result
| Measure | V... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-SUMMARY.md | Markdown | a12b372076bdf0509447448e711af2e041b9f4d8086adeaabfefa9a037035546 | 0 | 896 |
to" scripts/deploy-adapter.sh` | ✅ |
| `grep -E "devicectl device info files" scripts/deploy-adapter.sh` (P5 guard) | ✅ |
| `grep "load(adapter" ios/SpecialistApp/ModelState.swift` | ✅ (3.x surface) |
| `grep "lastSwapMs" ios/SpecialistApp/ModelState.swift` | ✅ |
| `grep -l "AdapterLoaderView" ios/SpecialistApp/Adapter... | codex-hackathon | .planning/milestones/legacy-2026-04-pre-mlx-phases/01-foundation-smoke/01-04-SUMMARY.md | Markdown | 1a20eb3e8f96d83501ba8303ebb44e0626df759fe68b1622a2d13ef1183b861a | 1 | 655 |
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