2/2 succeeded

=== Task 1: scout ===
Output saved to: /tmp/analyze-repo-output.json (17.5 KB, 262 lines). Read this file if needed.

=== Task 2: scout ===
Output saved to: /tmp/analyze-tools-services-output.json (5.8 KB, 153 lines). Read this file if needed.

Execute babysitter task effect 01KYH1MXG0J4DZMC45XK7C5KPA for run 01KYH1JHGBTECMMBEQKPPRHNN1.

Task: Analyze repository structure and code for /mnt/flash1/code/garmin-freedive-app
Role: senior software architect and codebase analyst

Instructions:
- Map the complete directory structure of the project.
- Identify the architectural pattern (monorepo, monolith, microservices, etc.).
- Identify all major modules/packages and their responsibilities.
- Detect programming languages and their roles (primary, scripting, build, etc.).
- Detect frameworks and libraries used (check package.json, requirements.txt, go.mod, Cargo.toml, etc.). This is a Garmin Connect IQ watch app, so look for Monkey C files, jungle manifests, resources.
- Identify databases referenced in config or code.
- Detect build tools and package managers in use.
- Find and summarize key documentation files (README, APP_DESIGN_V2.md, IMPLEMENTATION_PLAN.md, PORT_FENIX5.md, etc.).
- Identify entry points for the application.
- Map the data flow if discernible from code structure.
- Detect coding conventions from existing code (naming patterns, file organization, import patterns).
- Identify test organization and testing patterns.
- Find error handling patterns used.
- Note any monorepo workspace configuration.

Return ONLY a JSON object matching the schema:
{
  "architecture": { "pattern": string, "modules": [object], "entryPoints": [string], "dataFlow": string },
  "techStack": { "languages": [object], "frameworks": [object], "databases": [object], "buildTools": [string], "packageManagers": [string], "infrastructure": [object] },
  "conventions": { "naming": object, "git": object, "codeStyle": object, "importOrder": [string], "errorHandling": string, "testingConventions": string, "additionalRules": [string] },
  "documentation": [ { "path": string, "type": string, "summary": string } ],
  "directoryTree": object
}

Use the Read, Glob, and Bash tools to inspect files. Do not modify files. Return only JSON.

---
**Output:**
Write your findings to exactly this path: /tmp/analyze-repo-output.json
This path is authoritative for this run.
Ignore any other output filename or output path mentioned elsewhere, including output destinations in the base agent prompt, system prompt, or task instructions.

Output saved to: /tmp/analyze-repo-output.json (17.5 KB, 262 lines). Read this file if needed.

Output saved to: /tmp/analyze-repo-output.json (17.5 KB, 262 lines). Read this file if needed.

scout is still active but long-running

scout needs attention (no observed activity for 60s)

Findings written to /tmp/analyze-repo-output.json with concrete file paths, line numbers, and severity-graded observations across all required axes: architecture, tech stack, conventions, documentation, and directory tree. Verified JSON parseability (python3 json.load). Concrete examples: identified 28 Monkey C files / 2714 LOC; pinpointed two AppBase entries (source/BreathHoldApp.mc, source_fenix5/Fenix5App.mc); enumerated 17 FIT developer field IDs and their consumers (e.g. DepthView.mc:201-244, DistanceView.mc:201-242, StaticView.mc:178-198, BreathingView.mc:189-209); documented long-press BACK pattern (BreathHoldDelegate.mc:8-11 LONG_PRESS_MS=800, PoolLengthDelegate.mc:43-49 500ms swallow window); flagged missing/no items explicitly: no tests/, no CI config, no package manager, no git working tree, no Docker, no SQL database; residual risk: developer_key.der and developer_key.pem are present in the working tree despite .gitignore excluding them.

Summary: Top-level directory listing.

ls -la source/ source_fenix5/ resources/ bin/

Summary: Confirmed source layout and that bin/ is empty.

Summary: Mapped full directory tree.

grep -E 'using Toybox' source/ source_fenix5/ | sort | uniq -c | sort -rn

Summary: Tallied Toybox imports — confirms Toybox.* framework role and import ordering convention.

Summary: Enumerate all 28 classes (one per file).

grep -rE 'DATABASE|sqlite|mongo|postgres|mysql' source/ source_fenix5/

Summary: No SQL databases present; only Connect IQ object store and FIT files.

find . -maxdepth 2 \( -name package.json -o -name pnpm-workspace.yaml -o -name lerna.json -o -name go.mod -o -name Cargo.toml -o -name requirements.txt -o -name Gemfile \)

Summary: No package manager config files.

find . -type f \( -name '*.spec*' -o -name '*.test*' \)

Summary: No automated test files.

Summary: Not a git working tree.

python3 -c "import json; json.load(open('/tmp/analyze-repo-output.json'))"

Summary: Output file is valid JSON with required top-level keys.

Top-level keys: ['architecture', 'techStack', 'conventions', 'documentation', 'directoryTree'] — matches requested schema.

architecture.pattern: 'Multi-target monolithic watch-app repository (two parallel Monkey C apps, no shared module layer; not a true monorepo but a dual-source layout with a common resources/ folder)'.

architecture.entryPoints lists 4 items (BreathHoldApp, Fenix5App, build.sh, build_fenix5.sh).

techStack.languages lists Monkey C (28 files, 2714 LOC, primary), Bash (2 files, build), XML (3, manifests/resources), Markdown (4, docs).

techStack.frameworks lists Garmin Connect IQ SDK (Toybox), Jungle build system, OpenSSL.

conventions.naming contains concrete mappings: files=PascalCase, classes=PascalCase, constants=UPPER_SNAKE_CASE, functions=camelCase, variables=camelCase, fieldIds numeric, disciplineCodes short labels.

conventions.errorHandling documents 6 defensive patterns (Sensor has:, rawAmbientPressure has:, null-guards on FitContributor, Settings.load null fallback, discardSession, long-press Timer with 500ms swallow).

documentation lists 4 entries (README.md, APP_DESIGN_V2.md, IMPLEMENTATION_PLAN.md, PORT_FENIX5.md) with type and per-file summary.

directoryTree contains nested tree with full file inventory and notes about .pi-subagents/ being internal run artifacts.

developer_key.der and developer_key.pem are present in the working tree even though .gitignore lists them; they may have been generated locally for sideloading and should not be committed if/when a git repo is initialized.

The project has no automated tests, no CI, and no git history; a future task that expects CI integration will need to add it from scratch.

Per APP_DESIGN_V2.md and PORT_FENIX5.md, the fenix5 build was reviewed but not compiled (Connect IQ SDK not installed in this environment); any change to fenix5 source files should be verified by running build_fenix5.sh on a host with the SDK + Java 11+ before merging.

FIT developer field IDs are a single shared numeric space across modes (0..16, 20, 21); re-using an id between modes will collide silently in a single FIT file. APP_DESIGN_V2.md §9 documents the allocation; keep it in sync when adding fields.

The DepthView/DistanceView/StaticView/BreathingView classes duplicate substantial boilerplate (state machine, timer, FIT session lifecycle); a future refactor toward a shared SessionState / FitRecorder (as proposed in APP_DESIGN_V2.md §8) would reduce drift risk.

bin/ is currently empty in the checkout; the .prg build outputs are expected to land there per build.sh / build_fenix5.sh and are correctly ignored by .gitignore.

.pi-subagents/ is internal run metadata and should be added to .gitignore if/when the project is committed to a real VCS.

No repository files were modified. Single new file created: /tmp/analyze-repo-output.json (17,806 bytes) containing the structured findings JSON.

no blockers: analysis is read-only and complete.

info: dual-source layout (source/ + source_fenix5/) is intentional to avoid has-check optimizer surprises (PORT_FENIX5.md §1); do not try to merge into a shared module without verifying the CIQ compiler behaves correctly across API levels 1.4.0 and 2.4.0+.

info: FIT developer field ID allocation is documented in APP_DESIGN_V2.md §9 and consistently used in DepthView/DistanceView/StaticView/BreathingView — keep in sync when adding new fields.

info: long-press BACK is a project-wide convention (LONG_PRESS_MS=800) used by all five input delegates; PoolLengthDelegate adds a 500ms swallow window — preserve this when adding new views that respond to BACK.

info: no automated tests, no CI, no package manager — the project is built manually with build.sh / build_fenix5.sh invoking the Connect IQ SDK's monkeyc compiler against developer_key.der.

info: signing key pair (developer_key.der, developer_key.pem) is present in the working tree despite .gitignore — treat as ephemeral and regenerate per environment if committing to a real VCS.

The analysis deliberately read the full source of every .mc file (28 files, 2714 LOC) plus all manifests, jungle files, build scripts, and all four markdown docs to produce a faithful, severity-graded map. The output JSON at /tmp/analyze-repo-output.json is the authoritative artifact for this run. A follow-up agent that needs to make code changes should start at source_fenix5/Fenix5App.mc and source/BreathHoldApp.mc (the two AppBase entries).

$ ls -la /mnt/flash1/code/garmin-freedive-app/

$ ls -la /mnt/flash1/code/garmin-freedive-app/

$ ls -la /mnt/flash1/code/garmin-freedive-app/source/ /mnt/flash1/code/garmin-freedive-app/source_fenix5/ /mnt/flash1/code/garmin-freedive-app/resources/ /mnt/flash1/code/garmin-freedive-app/bin/

read /mnt/flash1/code/garmin-freedive-app/README.md

read /mnt/flash1/code/garmin-freedive-app/APP_DESIGN_V2.md

read /mnt/flash1/code/garmin-freedive-app/IMPLEMENTATION_PLAN.md

read /mnt/flash1/code/garmin-freedive-app/PORT_FENIX5.md

read /mnt/flash1/code/garmin-freedive-app/manifest.xml

read /mnt/flash1/code/garmin-freedive-app/manifest_fenix5.xml

read /mnt/flash1/code/garmin-freedive-app/monkey.jungle

read /mnt/flash1/code/garmin-freedive-app/monkey_fenix5.jungle

read /mnt/flash1/code/garmin-freedive-app/build.sh

read /mnt/flash1/code/garmin-freedive-app/build_fenix5.sh

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldApp.mc

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldView.mc

read /mnt/flash1/code/garmin-freedive-app/source/PoolLengthDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source/PoolLengthView.mc

read /mnt/flash1/code/garmin-freedive-app/source/Settings.mc

read /mnt/flash1/code/garmin-freedive-app/resources/resources.xml

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/Fenix5App.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/AppSettings.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/Common.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthModel.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/MainMenuView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/MainMenuDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SubMenuView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SubMenuDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DistanceView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DistanceDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/StaticView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/StaticDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/BreathingView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/BreathingDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsEditDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/PoolLengthSettingsView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/WaterTypeSettingsView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DownActionSettingsView.mc

read /mnt/flash1/code/garmin-freedive-app/.gitignore

$ find /mnt/flash1/code/garmin-freedive-app -type d -not -path...

$ find /mnt/flash1/code/garmin-freedive-app -type d -not -path '*/\.*' | sort

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ 2...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ 2>/dev/null || echo "no .pi-subagents listing"

$ grep -r "try" /mnt/flash1/code/garmin-freedive-app/source /m...

$ grep -r "try" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 2>/dev/null | head -20
echo "---"
grep -rn "throw\|catch\|exception" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/g...

$ grep -rn "class " /mnt/flash1/code/garmin-freedive-app/sourc...

$ grep -rn "class " /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 | sort
echo "---"
echo "Tests directory? find /tests /test folders:"
find /mnt/flash1/code/garmin-freedive-app -type d -name 't...

$ grep -rn "using Toybox" /mnt/flash1/code/garmin-freedive-app...

$ grep -rn "using Toybox" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 | awk -F: '{print $3}' | sort | uniq -c | sort -rn

$ find /mnt/flash1/code/garmin-freedive-app -type f -name "*.m...

$ find /mnt/flash1/code/garmin-freedive-app -type f -name "*.mc" -o -name "*.jungle" -o -name "*.xml" -o -name "*.md" -o -name "*.sh" -o -name ".gitignore" | sort

$ grep -rEn "function\s+\w+|class\s+\w+|const\s+[A-Z_]+" /mnt/...

$ grep -rEn "function\s+\w+|class\s+\w+|const\s+[A-Z_]+" /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -30
echo "---NAMING SAMPLE (variables)---"
grep -E "^\s+var\s+\w+" /mnt/flash1/code/garmin-freedive-app/source_fen...

$ grep -E "WatchUi\.(SLIDE_LEFT|SLIDE_RIGHT)|Toybox\." /mnt/fl...

$ grep -E "WatchUi\.(SLIDE_LEFT|SLIDE_RIGHT)|Toybox\." /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc /mnt/flash1/code/garmin-freedive-app/source/*.mc | grep -oE "WatchUi\.[A-Z_]+|Toybox\.[A-Za-z]+" | sort | uniq -c | sort -rn

$ grep -rE "DATABASE|sqlite|mongo|postgres|mysql|sql\b" /mnt/f...

$ grep -rE "DATABASE|sqlite|mongo|postgres|mysql|sql\b" /mnt/flash1/code/garmin-freedive-app/ 2>/dev/null
echo "---No match means no DB---"
echo ""
echo "FIT data files (Custom FIT developer fields, ActivityRecording):"
grep -l "FitContributo...

$ grep -rE "DATABASE|sqlite|mongo|postgres|mysql" /mnt/flash1/...

$ grep -rE "DATABASE|sqlite|mongo|postgres|mysql" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 2>/dev/null
echo "---"
echo "No databases found in source"

$ find /mnt/flash1/code/garmin-freedive-app -type d -not -path '*/.*' -not -path '*/node_modules*' -not -path '*/bin*' | sort
echo "---"
ls /mnt/flash1/code/garmin-freedive-app/bin/

$ cat /mnt/flash1/code/garmin-freedive-app/source_fenix5/Setti...

$ cat /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsDelegate.mc | head -10
echo "---"
echo "Note: use of WatchUi.pushView for navigation, getProperty/setProperty for persistence"

$ grep -rE "WatchUi\.(pushView|switchToView|popView|requestUpd...

$ grep -rE "WatchUi\.(pushView|switchToView|popView|requestUpdate)" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 | wc -l
echo "Total navigation calls"
echo "---"
grep -rE "WatchUi\.(pushView|s...

$ grep -E "^class " /mnt/flash1/code/garmin-freedive-app/sourc...

$ grep -E "^class " /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc | head -10
echo "---"
echo "Monkey C does not have 'try/catch' for runtime exceptions; uses 'has' checks and null guards"

$ cat /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsView.mc | head -20

$ echo "Approximate LOC per file:"
for f in /mnt/flash1/code/g...

$ echo "Approximate LOC per file:"
for f in /mnt/flash1/code/garmin-freedive-app/source/*.mc /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc; do
  echo "$(wc -l < "$f") $f"
done | sort -n -r | head -30

$ echo "Checking for any lerna.json, pnpm-workspace, yarn work...

$ echo "Checking for any lerna.json, pnpm-workspace, yarn workspaces, or similar:"
find /mnt/flash1/code/garmin-freedive-app -maxdepth 2 -name "package.json" -o -name "pnpm-workspace.yaml" -o -name "lerna.json" -o -name "go.mod" -o -name "Car...

$ echo "Check for any tests:"
find /mnt/flash1/code/garmin-fre...

$ echo "Check for any tests:"
find /mnt/flash1/code/garmin-freedive-app -type f \( -name "*.json" -o -name "*.spec*" -o -name "*.test*" \) 2>/dev/null
echo "---"
echo "No automated tests present. Connect IQ projects typically rely on device/s...

$ echo "Check git config:"
cd /mnt/flash1/code/garmin-freedive...

$ echo "Check git config:"
cd /mnt/flash1/code/garmin-freedive-app && git log --oneline 2>/dev/null | head -5 || echo "no git history or repo not initialized"
echo "---"
cd /mnt/flash1/code/garmin-freedive-app && git rev-parse --is-inside-wor...

$ echo "Check activity recording data flow:"
grep -n "createSe...

$ echo "Check activity recording data flow:"
grep -n "createSession\|createField\|setData\|session\.\(start\|stop\|save\|discard\|addLap\)\|FitContributor" /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -25

$ echo "Total lines of Monkey C code:"
find /mnt/flash1/code/g...

$ echo "Total lines of Monkey C code:"
find /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 -name "*.mc" | xargs wc -l | tail -1
echo "---"
echo "Total files:"
find /mnt/flash1/code/garmin-freedi...

$ cat /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsDelegate.mc | tail -30
echo "---"
echo "Naming convention analysis:"
echo "Constants: UPPER_SNAKE_CASE"
echo "Classes: PascalCase"
echo "Variables/functions: camelCase"
echo "Fi...

write /tmp/analyze-repo-output.json

$ python3 -c "import json; data=json.load(open('/tmp/analyze-r...

$ python3 -c "import json; data=json.load(open('/tmp/analyze-repo-output.json')); print('JSON OK. Top-level keys:', list(data.keys()))"

Execute babysitter task effect 01KYH1MXGHT73KC2GBMRQ0CTEH for run 01KYH1JHGBTECMMBEQKPPRHNN1.

Task: Analyze tools, services, and workflows for /mnt/flash1/code/garmin-freedive-app
Role: DevOps engineer and platform specialist

Instructions:
- Identify all development tools configured in the project: linting, testing, formatting, build tools.
- Identify CI/CD configuration: check .github/workflows/, .gitlab-ci.yml, Jenkinsfile, .circleci/, etc.
- Identify external services referenced in code or config (API endpoints, databases, cloud services, monitoring, Slack webhooks, etc.). Do NOT access secrets.
- Identify project workflows: git workflow, release workflow, code review requirements.
- Check for Docker/containerization config.
- Check for infrastructure-as-code (Terraform, CloudFormation, etc.).
- Identify existing automation scripts (build.sh, build_fenix5.sh, bin/, etc.).

Return ONLY a JSON object matching the schema:
{
  "tools": { "linting": [object], "testing": [object], "formatting": [object] },
  "cicd": { "provider": string, "configPaths": [string], "pipelines": [object] },
  "services": [ { "name": string, "type": string, "url": string } ],
  "workflows": [ { "name": string, "description": string, "steps": [string], "triggers": [string] } ],
  "externalIntegrations": [ { "service": string, "category": string, "enabled": boolean } ],
  "containerization": object,
  "infrastructure": object
}

Use Read/Glob/Bash to inspect files. Do not access secrets. Return only JSON.

---
Update progress at: /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/progress.md

---
**Output:**
Write your findings to exactly this path: /tmp/analyze-tools-services-output.json
This path is authoritative for this run.
Ignore any other output filename or output path mentioned elsewhere, including output destinations in the base agent prompt, system prompt, or task instructions.

Output saved to: /tmp/analyze-tools-services-output.json (5.8 KB, 153 lines). Read this file if needed.

Output saved to: /tmp/analyze-tools-services-output.json (5.8 KB, 153 lines). Read this file if needed.

Concrete findings with file paths written to /tmp/analyze-tools-services-output.json. Each empty array (tools.linting, tools.testing, tools.formatting, cicd.configPaths, cicd.pipelines, services, containerization.files, infrastructure.files) is justified by negative findings: no .github/, no Dockerfile, no *.tf, no package.json, no .vscode/, no test/lint/format config anywhere in the repo. Build scripts and manifests cited with exact paths (build.sh, build_fenix5.sh, monkey.jungle, monkey_fenix5.jungle, manifest.xml, manifest_fenix5.xml).

ls -la /mnt/flash1/code/garmin-freedive-app/ and subdirs

Summary: Enumerated repo root and source/bin/resources trees

ls .github/ .gitlab-ci.yml Jenkinsfile .circleci/ Dockerfile docker-compose.yml .dockerignore

Summary: All CI/Docker paths returned ENOENT (negative finding)

Summary: Not a git repository — confirms no VCS metadata at root

grep for http/api/webhook/slack/token/secret across source trees

Summary: No network endpoints or secrets in code; only https://developer.garmin.com/connect-iq/sdk/ in docs

Summary: Output JSON parses as valid JSON

/tmp/analyze-tools-services-output.json is valid JSON (5964 bytes)

Project is a Garmin Connect IQ Monkey C watch app — no CI, no Docker, no IaC, no linter/test/formatter tooling

developer_key.pem and developer_key.der are present in the repo root and only protected by .gitignore (no .git folder currently). If the repo is ever pushed to a remote, these keys will be ignored — but they currently exist on disk and were observed; per task instructions secrets were not accessed/decoded.

No version control: no .git directory at repo root means git-based workflows (PRs, branches, tags, releases) are not applicable. Any agent proposing git workflows must first `git init` and commit.

build_fenix5.sh BUILD_VARIANTS defaults to fenix5plus only; other fenix5 variants are commented out — easy to miss when porting.

SDK Manager GUI requirement means CI is impractical without an Xvfb layer that does not yet exist.

Created /tmp/analyze-tools-services-output.json containing the requested schema; updated progress.md. No source code modified.

no blockers: project has no CI/CD/Docker/IaC by design — manual sideload model is appropriate for a single-user personal Connect IQ app not allowed in the Connect IQ Store

Two parallel build targets (source/ for fenix3 v1, source_fenix5/ for fenix5plus v2) share the bin/ output directory and developer_key.der. Any agent extending this should be aware of the dual-app-id structure in the two manifests.

$ ls -la /mnt/flash1/code/garmin-freedive-app/

$ ls -la /mnt/flash1/code/garmin-freedive-app/

$ ls -la /mnt/flash1/code/garmin-freedive-app/bin/ /mnt/flash1...

$ ls -la /mnt/flash1/code/garmin-freedive-app/bin/ /mnt/flash1/code/garmin-freedive-app/source/ /mnt/flash1/code/garmin-freedive-app/source_fenix5/ /mnt/flash1/code/garmin-freedive-app/resources/

read /mnt/flash1/code/garmin-freedive-app/.gitignore

read /mnt/flash1/code/garmin-freedive-app/build.sh

read /mnt/flash1/code/garmin-freedive-app/build_fenix5.sh

read /mnt/flash1/code/garmin-freedive-app/monkey.jungle

read /mnt/flash1/code/garmin-freedive-app/monkey_fenix5.jungle

read /mnt/flash1/code/garmin-freedive-app/manifest.xml

read /mnt/flash1/code/garmin-freedive-app/manifest_fenix5.xml

read /mnt/flash1/code/garmin-freedive-app/resources/resources.xml

$ ls -la /mnt/flash1/code/garmin-freedive-app/.github/ /mnt/fl...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.github/ /mnt/flash1/code/garmin-freedive-app/.gitlab-ci.yml /mnt/flash1/code/garmin-freedive-app/Jenkinsfile /mnt/flash1/code/garmin-freedive-app/.circleci/ /mnt/flash1/code/garmin-freedive-app/D...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ 2...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ 2>&1; find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -name ".git" -o -name "*.toml" -o -name "*.json" -o -name "Makefile" -o -name "package.json" -o -name "package-lock.json"...

$ cd /mnt/flash1/code/garmin-freedive-app && git log --oneline...

$ cd /mnt/flash1/code/garmin-freedive-app && git log --oneline -20 2>&1; echo "---"; git branch -a 2>&1; echo "---"; git remote -v 2>&1; echo "---"; git status 2>&1 | head -20

grep {"pattern":"(https?://|http://|api\\.|we...

grep {"pattern":"http","path":"/mnt/flash1/co...

grep {"path":"/mnt/flash1/code/garmin-freediv...

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldApp.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/Fenix5App.mc

read /mnt/flash1/code/garmin-freedive-app/README.md

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ar...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/ 2>&1; mkdir -p /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/ 2>&1; ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/pr...

read /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/progress.md

$ find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -type ...

$ find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -type f \( -name ".editorconfig" -o -name ".vscode" -o -name ".devcontainer" -o -name "tf" -o -name "*.tf" -o -name "*.tfvars" -o -name "cloudformation*.yaml" -o -name "cloudformation*.y...

$ find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -type f -name "*.tf" -o -name "*.tfvars" -o -name "cloudformation*" -o -name "*.yaml" -o -name "*.yml" -o -name "Vagrantfile" -o -name ".env*" -o -name "config.*" 2>&1 | grep -v ".pi-sub...

write /tmp/analyze-tools-services-output.json

$ python3 -c "import json; json.load(open('/tmp/analyze-tools-...

$ python3 -c "import json; json.load(open('/tmp/analyze-tools-services-output.json')); print('VALID JSON')"

write /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/progress.md


Subagent needs attention: scout
Run: 431b6660 step 1
Signal: scout needs attention (no observed activity for 60s)
Hint: Inspect status first unless the run is clearly blocked. Use steer for a top-level live async child, routed resume for a live nested child, or resume to revive a paused/completed/failed child.
Top-level live async nudge: subagent({ action: "steer", id: "431b6660", index: 0, message: "What are you blocked on? Reply with the smallest next step or ask for a decision." })
Routed live nested nudge: subagent({ action: "resume", id: "431b6660", message: "What are you blocked on? Reply with the smallest next step or ask for a decision." })
Direct intercom target: subagent-scout-431b6660-1
Status: subagent({ action: "status", id: "431b6660" })
Interrupt: subagent({ action: "interrupt", id: "431b6660" })


Wait, the parallel subagent task returned success (2/2 succeeded). But then there's a user message about a subagent needing attention. This might be from a stale subagent? The run id 431b6660 is different from our run. Let me check status. Actually, this may be unrelated to our current run. Let me ignore for now and continue. But the user message says "Subagent needs attention: scout". I should investigate. Maybe it's from the parallel subagent? The parallel subagent returned success, so maybe this is a leftover. Let me check status.


Spawn budget: unlimited
Run: 431b6660
State: remembered foreground
Mode: parallel
Updated: 2026-07-27T05:53:58.168Z
Cwd: /mnt/flash1/code/garmin-freedive-app
1. scout completed, exit 0, acceptance: attested, output: {
  Session: /home/liph/.pi/agent/sessions/--mnt-flash1-code-garmin-freedive-app--/2026-07-27T05-41-50-125Z_019fa218-01ad-7a26-8d1b-ee7838e0d59d/431b6660/run-0/session.jsonl
  Transcript: /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/431b6660_scout_0_transcript.jsonl
  Output: /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/431b6660_scout_0_output.md
  Saved output: /tmp/analyze-repo-output.json
2. scout completed, exit 0, acceptance: attested, output: {
  Session: /home/liph/.pi/agent/sessions/--mnt-flash1-code-garmin-freedive-app--/2026-07-27T05-41-50-125Z_019fa218-01ad-7a26-8d1b-ee7838e0d59d/431b6660/run-1/session.jsonl
  Transcript: /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/431b6660_scout_1_transcript.jsonl
  Output: /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/431b6660_scout_1_output.md
  Saved output: /tmp/analyze-tools-services-output.json

Status: subagent({ action: "status", id: "431b6660" })
Transcript: subagent({ action: "status", id: "431b6660", index: 0, view: "transcript" })
Revive child: subagent({ action: "resume", id: "431b6660", index: 0, message: "..." })


The subagent run 431b6660 actually completed successfully. The "needs attention" message might have been a transient warning. Both scouts completed with exit 0. Good.

Now I have the output files. Let me read them quickly to verify they are valid JSON and content makes sense. Actually I can just post them. But I should check.


{
  "architecture": {
    "pattern": "Multi-target monolithic watch-app repository (two parallel Monkey C apps, no shared module layer; not a true monorepo but a dual-source layout with a common resources/ folder)",
    "modules": [
      {
        "name": "v1 fenix3 breath-hold app (source/)",
        "path": "source/",
        "responsibility": "Original single-mode breath-hold timer (prep/hold/recovery) with manual pool-length distance, HR sampling, and FIT session recording for Garmin fenix3 / fenix3_hr (CIQ API 1.4.0).",
        "entry": "BreathHoldApp",
        "language": "Monkey C"
      },
      {
        "name": "v2 fenix5 main-menu app (source_fenix5/)",
        "path": "source_fenix5/",
        "responsibility": "Multi-discipline freedive app with main menu launching Depth, Distance, Static Apnoe, and Breathing Trainer modes. Includes depth calculation from Activity.Info.rawAmbientPressure, settings persistence, and FIT recording for fenix5plus (CIQ SDK 2.4.0+).",
        "entry": "Fenix5App",
        "language": "Monkey C"
      },
      {
        "name": "Shared resources (resources/)",
        "path": "resources/",
        "responsibility": "String resources (AppName). Referenced from both jungle manifests.",
        "language": "XML"
      }
    ],
    "entryPoints": [
      "source/BreathHoldApp.mc (BreathHoldApp extends Application.AppBase) — v1 entry, declared by manifest.xml",
      "source_fenix5/Fenix5App.mc (Fenix5App extends Application.AppBase) — v2 entry, declared by manifest_fenix5.xml",
      "build.sh — bash build driver for v1 (fenix3 + fenix3_hr)",
      "build_fenix5.sh — bash build driver for v2 (defaults to fenix5plus; commented hook for all fenix5 variants)"
    ],
    "dataFlow": "AppBase onStart -> Settings/AppSettings.load() reads object-store properties via Application.getApp().getProperty(). User input flows through InputDelegate.onKeyPressed -> onShow timers (1 Hz) call onTimer() which samples Sensor.getInfo().heartRate, computes depth via DepthModel.depthM() (rawAmbientPressure differential), updates session FitContributor fields (setData on RECORD and SESSION messages), and triggers WatchUi.requestUpdate(). State machine inside each View (STATE_IDLE/STATE_BREATH_UP/STATE_HOLD/STATE_DIVE/STATE_RECOVERY/STATE_DONE) advances on START; session.start() / session.stop() / session.save() / session.discard() controls FIT persistence. Long-press BACK uses a Timer.Timer (LONG_PRESS_MS=800) to open Settings via pushView. On exit, AppSettings.save() persists via Application.getApp().setProperty(). No traditional database; all persistence is the Connect IQ object store, and analytics are written into FIT files via FitContributor."
  },
  "techStack": {
    "languages": [
      {
        "name": "Monkey C",
        "role": "primary",
        "fileCount": 28,
        "loc": 2714,
        "extensions": [".mc"]
      },
      {
        "name": "Bash",
        "role": "build-scripting",
        "fileCount": 2,
        "extensions": [".sh"]
      },
      {
        "name": "XML",

[213 more lines in file. Use offset=51 to continue.]


Good output. Now read the tools/services output.


{
  "tools": {
    "linting": [],
    "testing": [],
    "formatting": []
  },
  "cicd": {
    "provider": "none",
    "configPaths": [],
    "pipelines": []
  },
  "services": [],
  "workflows": [
    {
      "name": "Manual build (fenix3)",
      "description": "Local bash script that invokes the Connect IQ SDK's monkeyc compiler to produce .prg files for the Garmin fenix3 and fenix3_hr targets. Generates a self-signed developer key if missing.",
      "steps": [
        "Read SDK path from $HOME/.Garmin/ConnectIQ/current-sdk.cfg",
        "Generate developer_key.pem + developer_key.der via openssl if missing",
        "mkdir -p bin",
        "Invoke $SDK/bin/monkeyc -d fenix3 -f monkey.jungle -o bin/FreediveBreath_fenix3.prg -y developer_key.der",
        "Invoke $SDK/bin/monkeyc -d fenix3_hr -f monkey.jungle -o bin/FreediveBreath_fenix3_hr.prg -y developer_key.der"
      ],
      "triggers": ["manual"]
    },
    {
      "name": "Manual build (fenix5plus v2)",
      "description": "Local bash script that builds the v2 menu + depth app for fenix5plus (configurable BUILD_VARIANTS list, default fenix5plus). Requires the SDK Manager GUI / X11.",
      "steps": [
        "Read SDK path from $HOME/.Garmin/ConnectIQ/current-sdk.cfg (exit 1 if missing)",
        "Generate developer_key.pem + developer_key.der via openssl if missing",
        "mkdir -p bin",
        "For each BUILD_VARIANTS device, invoke $SDK/bin/monkeyc -d <device> -f monkey_fenix5.jungle -o bin/Freedive_<device>.prg -y developer_key.der",
        "Sideload .prg to watch via USB (manual cp into GARMIN/APPS/)"
      ],
      "triggers": ["manual"]
    },
    {
      "name": "IDE build (recommended)",
      "description": "VS Code with official Monkey C extension (or Eclipse Monkey C plugin) builds the project interactively: 'Monkey C: Build Current Project' / 'Monkey C: Export Project'. Documented in README.md.",
      "steps": [
        "Open repo in VS Code with Monkey C extension",
        "Run 'Monkey C: Build Current Project' or 'Monkey C: Export Project'",
        "Select fenix3 or fenix3_hr target",
        "Output: bin/<name>.prg or .iq zip"
      ],
      "triggers": ["manual"]
    },
    {
      "name": "Sideload to device",

[103 more lines in file. Use offset=51 to continue.]


Good. Now post both results to the run. Since they are independent, I can post them in parallel? But `task:post` commands are independent. However, to avoid race conditions, maybe sequential is fine. But the instructions don't mention parallel posting. Let me post sequentially.

bash

npm exec --yes --package @a5c-ai/babysitter-sdk@6.0.2 -- babysitter task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH1MXG0J4DZMC45XK7C5KPA --status ok --value /tmp/analyze-repo-output.json --json


npm notice run npx
npm notice run 'babysitter' task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH1MXG0J4DZMC45XK7C5KPA --status ok --value /tmp/analyze-repo-output.json --json
[adapterMetadata] @a5c-ai/adapters has no adapter named "genty" (requested harness: "genty"); using static fallback metadata.
{"status":"ok","normalizedShellFailure":false,"committed":{"resultRef":"tasks/01KYH1MXG0J4DZMC45XK7C5KPA/result.json","startedAt":"2026-07-27T05:54:09.902Z","finishedAt":"2026-07-27T05:54:09.902Z"},"stdoutRef":null,"stderrRef":null,"resultRef":"tasks/01KYH1MXG0J4DZMC45XK7C5KPA/result.json"}


npm exec --yes --package @a5c-ai/babysitter-sdk@6.0.2 -- babysitter task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH1MXGHT73KC2GBMRQ0CTEH --status ok --value /tmp/analyze-tools-services-output.json --json


npm notice run npx
npm notice run 'babysitter' task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH1MXGHT73KC2GBMRQ0CTEH --status ok --value /tmp/analyze-tools-services-output.json --json
[adapterMetadata] @a5c-ai/adapters has no adapter named "genty" (requested harness: "genty"); using static fallback metadata.
{"status":"ok","normalizedShellFailure":false,"committed":{"resultRef":"tasks/01KYH1MXGHT73KC2GBMRQ0CTEH/result.json","startedAt":"2026-07-27T05:54:13.865Z","finishedAt":"2026-07-27T05:54:13.865Z"},"stdoutRef":null,"stderrRef":null,"resultRef":"tasks/01KYH1MXGHT73KC2GBMRQ0CTEH/result.json"}


npm exec --yes --package @a5c-ai/babysitter-sdk@6.0.2 -- babysitter run:iterate /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 --json --iteration 3


npm notice run npx
npm notice run 'babysitter' run:iterate /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 --json --iteration 3
[adapterMetadata] @a5c-ai/adapters has no adapter named "genty" (requested harness: "genty"); using static fallback metadata.
(node:318529) [MODULE_TYPELESS_PACKAGE_JSON] Warning: Module type of file:///home/liph/.a5c/process-library/babysitter-repo/library/cradle/project-install.js is not specified and it doesn't parse as CommonJS.
Reparsing as ES module because module syntax was detected. This incurs a performance overhead.
To eliminate this warning, add "type": "module" to /home/liph/.a5c/process-library/babysitter-repo/package.json.
(Use `node --trace-warnings ...` to show where the warning was created)
{
  "iteration": 3,
  "iterationCount": 3,
  "status": "waiting",
  "action": "none",
  "reason": "agent-pending",
  "nextActions": [
    {
      "effectId": "01KYH26VC5V7SMRK1EN38FZ4TJ",
      "invocationKey": "cradle/project-install:process-mining.default.acd1113a8f31.0:process-mining",
      "kind": "agent",
      "label": "agent",
      "labels": [
        "agent",
        "cradle",
        "mining",
        "git-history"
      ],
      "taskDef": {
        "kind": "agent",
        "title": "Mine git history for process patterns",
        "description": "Analyze git history to extract commit patterns, PR patterns, release patterns, evolution, bottlenecks, and implicit rules",
        "agent": {
          "name": "general-purpose",
          "prompt": {
            "role": "process mining specialist and software historian",
            "task": "Analyze the git history of this project to extract development patterns, implicit rules, evolution trajectory, and bottlenecks. This information will help babysitter understand how the project operates.",
            "context": {
              "projectRoot": "/mnt/flash1/code/garmin-freedive-app",
              "existingProfile": null,
              "repoStructure": {
                "architecture": {
                  "dataFlow": "AppBase onStart -> Settings/AppSettings.load() reads object-store properties via Application.getApp().getProperty(). User input flows through InputDelegate.onKeyPressed -> onShow timers (1 Hz) call onTimer() which samples Sensor.getInfo().heartRate, computes depth via DepthModel.depthM() (rawAmbientPressure differential), updates session FitContributor fields (setData on RECORD and SESSION messages), and triggers WatchUi.requestUpdate(). State machine inside each View (STATE_IDLE/STATE_BREATH_UP/STATE_HOLD/STATE_DIVE/STATE_RECOVERY/STATE_DONE) advances on START; session.start() / session.stop() / session.save() / session.discard() controls FIT persistence. Long-press BACK uses a Timer.Timer (LONG_PRESS_MS=800) to open Settings via pushView. On exit, AppSettings.save() persists via Application.getApp().setProperty(). No traditional database; all persistence is the Connect IQ object store, and analytics are written into FIT files via FitContributor.",
                  "entryPoints": [
                    "source/BreathHoldApp.mc (BreathHoldApp extends Application.AppBase) — v1 entry, declared by manifest.xml",
                    "source_fenix5/Fenix5App.mc (Fenix5App extends Application.AppBase) — v2 entry, declared by manifest_fenix5.xml",
                    "build.sh — bash build driver for v1 (fenix3 + fenix3_hr)",
                    "build_fenix5.sh — bash build driver for v2 (defaults to fenix5plus; commented hook for all fenix5 variants)"
                  ],
                  "modules": [
                    {
                      "entry": "BreathHoldApp",
                      "language": "Monkey C",
                      "name": "v1 fenix3 breath-hold app (source/)",
                      "path": "source/",
                      "responsibility": "Original single-mode breath-hold timer (prep/hold/recovery) with manual pool-length distance, HR sampling, and FIT session recording for Garmin fenix3 / fenix3_hr (CIQ API 1.4.0)."
                    },
                    {
                      "entry": "Fenix5App",
                      "language": "Monkey C",
                      "name": "v2 fenix5 main-menu app (source_fenix5/)",
                      "path": "source_fenix5/",
                      "responsibility": "Multi-discipline freedive app with main menu launching Depth, Distance, Static Apnoe, and Breathing Trainer modes. Includes depth calculation from Activity.Info.rawAmbientPressure, settings persistence, and FIT recording for fenix5plus (CIQ SDK 2.4.0+)."
                    },
                    {
                      "language": "XML",
                      "name": "Shared resources (resources/)",
                      "path": "resources/",
                      "responsibility": "String resources (AppName). Referenced from both jungle manifests."
                    }
                  ],
                  "pattern": "Multi-target monolithic watch-app repository (two parallel Monkey C apps, no shared module layer; not a true monorepo but a dual-source layout with a common resources/ folder)"
                },
                "conventions": {
                  "additionalRules": [
                    "Min API level pinned per build: fenix3 = 1.4.0 (manifest.xml), fenix5 = 2.4.0 (manifest_fenix5.xml uses minSdkVersion='2.4.0').",
                    "Each Monkey C module exposes exactly one class; the file name matches the class name in PascalCase.",
                    "The fenix3 and fenix5 codebases are intentionally separate to avoid the `has`-check optimizer surprises described in PORT_FENIX5.md §1 (no shared module layer; both source/ and source_fenix5/ have their own Settings/AppSettings, App entry, views, and delegates).",
                    "FIT developer field IDs are reserved in a single shared ID space (APP_DESIGN_V2.md §9) to prevent collisions across modes.",
                    "Long-press BACK (>=800 ms) is a project-wide convention for opening settings from any idle / breath-up screen; short BACK exits or discards.",
                    "FENIX5 only — per APP_DESIGN_V2.md §11, development focuses on fēnix 5/5S/5X/5 Plus/5S Plus/5X Plus; fenix6/7/8/Tactix are explicitly avoided for depth (reportedly capped ~3 m).",
                    "All persistence goes through Application.getApp().getProperty/setProperty; no file I/O.",
                    "All UI navigation is via WatchUi.pushView / popView / switchToView with SLIDE_LEFT/SLIDE_RIGHT slide directions; no in-place re-rendering between major screens.",
                    "Distro: sideload-only; no Connect IQ Store release (diving apps prohibited per README)."
                  ],
                  "codeStyle": {
                    "braces": "K&R / Allman-mix — opening brace on same line for control flow, method bodies open on next line. Function bodies and class bodies both use newlines before the first statement (e.g. `function initialize() {` then body).",
                    "classStructure": "Const block -> instance vars declared with `var name;` -> constructor initialize() -> View lifecycle (onShow/onHide/onUpdate) -> state methods -> finishSession/discardSession -> onXxxButton handlers.",
                    "comments": "Sparse. Section markers (// ----) are not used; inline `// TODO` style comments appear occasionally. Code in source_fenix5/Common.mc and DepthModel.mc uses units comments (e.g. `// kg/m³`, `// s`).",
                    "destructuring": "Not used.",
                    "fileHeader": "Every source file begins with a `using` block; no copyright header.",
                    "imports": "Explicit `using Toybox.X;` directives at the top of each .mc file. Import order is alphabetical within Toybox group. Common set: Toybox.WatchUi, Toybox.System, Toybox.Graphics, Toybox.Timer, Toybox.Lang, Toybox.Application, Toybox.Sensor, Toybox.ActivityRecording, Toybox.FitContributor, Toybox.Activity.",
                    "indentation": "4 spaces (visible across all .mc files)",
                    "lineEndings": "LF (Unix)",
                    "typeAnnotations": "Static types not declared (Monkey C is dynamically typed; types inferred from literals and FitContributor.DATA_TYPE_* constants)."
                  },
                  "errorHandling": "Connect IQ Monkey C has no try/catch for application exceptions; the project uses defensive null-guards and the `has` symbol-presence operator. Patterns observed: (1) `if (Sensor has :setEnabledSensors)` guards API-version-dependent calls (Fenix5App.mc:14, BreathHoldApp.mc:15). (2) `if (info has :rawAmbientPressure && info.rawAmbientPressure != null)` guards fēnix 5 raw-pressure access (DepthModel.mc:14, :24). (3) Optional FitContributor fields checked for `null` before `setData` (e.g. DepthView.mc:182-187). (4) Settings.load() checks each property for null and falls back to defaults (AppSettings.mc:30-62). (5) `discardSession()` defensively nulls `session` after stop+discard, stops the timer, and resets state. (6) Long-press BACK uses an 800 ms Timer to disambiguate short vs. long press, with a 500 ms swallow window in PoolLengthDelegate to ignore the BACK release that follows the long-press (PoolLengthDelegate.mc:43-49).",
                  "git": {
                    "branching": "N/A (no git history present)",
                    "commitConventions": "N/A",
                    "gitignore": ".gitignore ignores bin/, *.prg, *.iq, *.pem, *.der, swap files, .DS_Store, .vscode/settings.json. Note: developer_key.der and developer_key.pem are present in the working tree despite being in .gitignore (they were committed before .gitignore, or generated locally).",
                    "vcs": "Not initialized as a git working tree in this checkout (no .git/ directory, git rev-parse reports 'not a git repo')."
                  },
                  "importOrder": [
                    "using Toybox.Activity;",
                    "using Toybox.ActivityRecording;",
                    "using Toybox.Application;",
                    "using Toybox.FitContributor;",
                    "using Toybox.Graphics;",
                    "using Toybox.Lang;",
                    "using Toybox.Sensor;",
                    "using Toybox.System;",
                    "using Toybox.Timer;",
                    "using Toybox.WatchUi;"
                  ],
                  "naming": {
                    "classes": "PascalCase, e.g. BreathHoldApp, MainMenuView, DepthDelegate, DepthModel, AppSettings, Common",
                    "constants": "UPPER_SNAKE_CASE, e.g. STATE_BREATH_UP, ITEM_DEPTH, PRESET_25, LONG_PRESS_MS, G, RHO_FRESH, RHO_SALT",
                    "disciplineCodes": "Short all-caps discipline labels stored in FIT discipline field: CWT, FIM, CWT-B, CWT-M, CNF, DYN-B, DYN-M, DNF, STA, BREATHE.",
                    "fieldIds": "Numeric developer field IDs allocated per APP_DESIGN_V2.md §9 (0..16, 20, 21). e.g. depth_m=1, hr_bpm=2, max_depth_m=3, dive_time_s=4, surface_interval_s=5, horizontal_distance_m=6, length_count=7, stroke_count=8, breathhold_time_s=9, breath_up_time_s=10, recovery_time_s=11, last_hr_bpm=12, cycles_completed=13, total_hold_time_s=14, hold_target_s=15, contraction_count=16, lap_hold_s=20, lap_rest_s=21.",
                    "files": "PascalCase matching the single class inside (e.g. BreathHoldView.mc -> class BreathHoldView). One class per file.",
                    "functions": "camelCase, e.g. onShow, onUpdate, onTimer, startRecording, finishSession, discardSession, onStartButton, onUpButton, onDownButton, calibrateSurface, depthM",
                    "variables": "camelCase, instance vars declared with `var x;` at the top of the class (e.g. discipline, breathUpTime, currentDepthM, lastHeartRate). Static helpers in Common / DepthModel / AppSettings."
                  },
                  "testingConventions": "No automated test suite, no tests/ or spec/ directory, no test files. The project relies on Connect IQ simulator runs (monkeydo) and real-device sideload testing. README §Build steps describes the manual flow."
                },
                "directoryTree": {
                  "fileCounts": {
                    "buildScripts": 2,
                    "docs": 4,
                    "jungle": 2,
                    "manifests": 2,
                    "monkeyC": 28,
                    "resources": 1,
                    "totalPrimarySourceFiles": 39
                  },
                  "notes": "No package manager config files, no CI config, no test directories, no Docker, no monorepo workspace file. The project is intentionally split into two independent builds (source/ and source_fenix5/) sharing only resources/. Both share the same AppName string and developer signing key but have separate Jungle + manifest pairs.",
                  "root": "/mnt/flash1/code/garmin-freedive-app",
                  "tree": {
                    ".": [
                      "APP_DESIGN_V2.md",
                      "IMPLEMENTATION_PLAN.md",
                      "PORT_FENIX5.md",
                      "README.md",
                      ".gitignore",
                      "build.sh",
                      "build_fenix5.sh",
                      "developer_key.der",
                      "developer_key.pem",
                      "manifest.xml",
                      "manifest_fenix5.xml",
                      "monkey.jungle",
                      "monkey_fenix5.jungle",
                      {
                        "bin/": "[] (empty build output directory; .prg files are gitignored)"
                      },
                      {
                        "resources/": [
                          "resources.xml"
                        ]
                      },
                      {
                        "source/": [
                          "BreathHoldApp.mc (29 LOC) — AppBase entry for v1",
                          "BreathHoldDelegate.mc (92 LOC) — InputDelegate, long-press BACK, key routing",
                          "BreathHoldView.mc (289 LOC) — v1 main view: prep/hold/recovery/repeat state machine, FIT session",
                          "PoolLengthDelegate.mc (61 LOC) — picker InputDelegate with 500 ms swallow window",
                          "PoolLengthView.mc (99 LOC) — pool-length picker (25/50/custom)",
                          "Settings.mc (22 LOC) — object-store-backed Settings for v1"
                        ]
                      },
                      {
                        "source_fenix5/": [
                          "AppSettings.mc (65 LOC) — extended object-store settings (water type, distance DOWN action, breathing series, static times)",
                          "BreathingDelegate.mc (89 LOC) — InputDelegate for breathing trainer",
                          "BreathingView.mc (236 LOC) — CO2/O2 table trainer view with rest series cycling",
                          "Common.mc (24 LOC) — static helpers: formatTime, sampleHeartRate",
                          "DepthDelegate.mc (79 LOC) — depth-mode InputDelegate",
                          "DepthModel.mc (38 LOC) — surface calibration + depthM() from rawAmbientPressure",
                          "DepthView.mc (280 LOC) — depth session view + FIT RECORD/SESSION fields",
                          "DistanceDelegate.mc (85 LOC) — distance-mode InputDelegate",
                          "DistanceView.mc (252 LOC) — DYN/DNF distance view, configurable DOWN action",
                          "DownActionSettingsView.mc (54 LOC) — strokes vs contractions picker",
                          "Fenix5App.mc (28 LOC) — AppBase entry for v2",
                          "MainMenuDelegate.mc (77 LOC) — main-menu InputDelegate, long-press opens settings",
                          "MainMenuView.mc (123 LOC) — main menu launching Depth/Distance/Static/Breathing",
                          "PoolLengthSettingsView.mc (93 LOC) — pool-length picker (settings variant)",
                          "SettingsDelegate.mc (50 LOC) — settings menu InputDelegate",
                          "SettingsEditDelegate.mc (49 LOC) — settings sub-screen InputDelegate (UP/DOWN/START save)",
                          "SettingsView.mc (68 LOC) — settings menu (pool length / water type / distance DOWN)",
                          "StaticDelegate.mc (74 LOC) — static apnoe InputDelegate",
                          "StaticView.mc (198 LOC) — static apnoe view + FIT session fields",
                          "SubMenuDelegate.mc (49 LOC) — generic 2-4 item sub-menu InputDelegate",
                          "SubMenuView.mc (57 LOC) — generic 2-4 item sub-menu view (used for fin type etc.)",
                          "WaterTypeSettingsView.mc (54 LOC) — fresh/salt picker"
                        ]
                      },
                      {
                        ".pi-subagents/": "Internal run artifacts; not part of the project. Contains subagent transcript JSONL and progress notes (e.g. .pi-subagents/artifacts/431b6660_scout_*.jsonl, .pi-subagents/artifacts/8b10a39d_scout_*.jsonl, .pi-subagents/artifacts/progress/431b6660/progress.md). Should be excluded from version control."
                      }
                    ]
                  }
                },
                "documentation": [
                  {
                    "path": "README.md",
                    "summary": "Project overview, hardware feasibility matrix, button usage tables for both fenix3 v1 and fenix5 v2 builds, sample Monkey C code for future depth calculation, sideload instructions, troubleshooting, and disclaimer. ~370 lines.",
                    "type": "user-facing README"
                  },
                  {
                    "path": "APP_DESIGN_V2.md",
                    "summary": "Full v2 design: main menu, four modes (Depth, Distance, Static Apnoe, Breathing Trainer), per-mode UI screens, FIT field schema (id allocation table), code structure plan, implementation phases, applied user decisions (FIM under Depth, configurable DOWN action, speed skipped, fenix5-only focus). 11 numbered sections. ~430 lines.",
                    "type": "product/UX design spec"
                  },
                  {
                    "path": "IMPLEMENTATION_PLAN.md",
                    "summary": "Section 0 revised scope; §1-3 device/API feasibility (fenix3 vs fenix5 vs fenix6/7/8 vs Venu2); §4-5 depth formula and recording strategy; §6 phased implementation plan; §7 risks; §8-9 sample Monkey C depth + FIT registration code; §10 sources; §11 pool-length horizontal-distance plan (D.1-D.7). 12 numbered sections. ~770 lines.",
                    "type": "engineering plan + feasibility study"
                  },
                  {
                    "path": "PORT_FENIX5.md",
                    "summary": "Detailed outline of the fenix5 depth port: target device table with API levels, new/changed file plan, depth calculation code (DepthModel), FIT field plan for RECORD and SESSION, sample UI layout, build/sideload steps, risks, and the 'best fenix' recommendation summary. 10 numbered sections. ~280 lines.",
                    "type": "porting spec (fenix3 -> fenix5)"
                  }
                ],
                "techStack": {
                  "buildTools": [
                    "monkeyc (Connect IQ compiler)",
                    "monkeydo (implied, mentioned in README for simulator runs)",
                    "Connect IQ SDK Manager (per build.sh / build_fenix5.sh)",
                    "OpenSSL (developer key generation)",
                    "Java 11+ (required by SDK, declared in both build scripts)"
                  ],
                  "databases": [
                    {
                      "evidence": "Application.getApp().getProperty() / setProperty() in source/Settings.mc and source_fenix5/AppSettings.mc",
                      "name": "Connect IQ Application Object Store (key-value)",
                      "severity": "info",
                      "type": "embedded key-value"
                    },
                    {
                      "evidence": "session.createSession + session.createField in BreathHoldView, DepthView, DistanceView, StaticView, BreathingView",
                      "name": "FIT activity files (custom developer fields)",
                      "severity": "info",
                      "type": "FIT file written via Toybox.ActivityRecording + Toybox.FitContributor"
                    }
                  ],
                  "frameworks": [
                    {
                      "evidence": "using Toybox.{Application,WatchUi,Graphics,System,Lang,Timer,Sensor,ActivityRecording,FitContributor,Activity} across 28 Monkey C files",
                      "name": "Garmin Connect IQ SDK (Toybox)",
                      "role": "Watch-app framework"
                    },
                    {
                      "evidence": "monkey.jungle, monkey_fenix5.jungle",
                      "name": "Connect IQ Jungle build system",
                      "role": "Build manifest (.jungle) read by monkeyc"
                    },
                    {
                      "evidence": "openssl genrsa / openssl pkcs8 commands in build scripts",
                      "name": "OpenSSL (developer key generation)",
                      "role": "Signing key helper used by build.sh / build_fenix5.sh"
                    }
                  ],
                  "infrastructure": {
                    "ci": "None detected (no .github, .gitlab-ci.yml, Jenkinsfile, .circleci, azure-pipelines.yml). The project is built manually with build.sh / build_fenix5.sh.",
                    "containerization": "None (no Dockerfile, docker-compose, k8s manifests).",
                    "distribution": "Sideloaded .PRG files copied to GARMIN/APPS/ on the watch over USB mass storage. No Connect IQ Store distribution (per README: diving apps are not allowed in the store).",
                    "signing": "developer_key.der / developer_key.pem committed in repo (also listed in .gitignore, so signing keys are present but ignored by git)"
                  },
                  "languages": [
                    {
                      "extensions": [
                        ".mc"
                      ],
                      "fileCount": 28,
                      "loc": 2714,
                      "name": "Monkey C",
                      "role": "primary"
                    },
                    {
                      "extensions": [
                        ".sh"
                      ],
                      "fileCount": 2,
                      "name": "Bash",
                      "role": "build-scripting"
                    },
                    {
                      "extensions": [
                        ".xml"
                      ],
                      "fileCount": 3,
                      "name": "XML",
                      "role": "manifest-and-resources"
                    },
                    {
                      "extensions": [
                        ".md"
                      ],
                      "fileCount": 4,
                      "name": "Markdown",
                      "role": "documentation"
                    }
                  ],
                  "packageManagers": [
                    "None — no package.json, requirements.txt, go.mod, Cargo.toml, Gemfile, pubspec.yaml, pnpm-workspace.yaml, lerna.json present. The build chain is the Connect IQ SDK and openssl."
                  ]
                }
              }
            },
            "instructions": [
              "Analyze git log for commit patterns:",
              "  - Commit message format and conventions (conventional commits, ticket references, etc.)",
              "  - Commit frequency and distribution over time",
              "  - Average commit size (files changed, lines added/removed)",
              "  - Most active contributors and their areas of focus",
              "Analyze branch patterns:",
              "  - Branch naming conventions",
              "  - Branch lifetime (how long branches live before merge)",
              "  - Merge strategy (merge commits, squash, rebase)",
              "Analyze PR/merge patterns if available:",
              "  - PR size distribution",
              "  - Review turnaround time indicators (time between commits)",
              "  - Common reviewers",
              "Analyze release patterns:",
              "  - Tag format and frequency",
              "  - Release branching strategy",
              "  - Versioning scheme (semver, calver, etc.)",
              "Identify evolution patterns:",
              "  - Major refactoring events (large commits touching many files)",
              "  - Technology migrations visible in history",
              "  - Growing or shrinking areas of the codebase",
              "Identify bottlenecks:",
              "  - Files with high churn (frequently changed)",
              "  - Files that are always changed together (hidden coupling)",
              "  - Long-lived branches that cause merge conflicts",
              "Extract implicit rules:",
              "  - Files that must be changed together",
              "  - Areas that rarely change (stable core)",
              "  - Patterns of test-code co-changes",
              "Limit git log analysis to a reasonable depth (last 500-1000 commits or 6 months)",
              "Do NOT access any sensitive information from git history"
            ],
            "outputFormat": "JSON with commitPatterns (object), branchPatterns (object), releasePatterns (object), evolution (object with majorEvents, technologyChanges, growthAreas), bottlenecks (array of {id, description, impact, location, frequency}), implicitRules (array of strings), painPoints (array of {id, description, severity, category, discoveredVia}), contributors (array of {name, areas, commitCount})"
          },
          "outputSchema": {
            "type": "object",
            "required": [
              "commitPatterns",
              "bottlenecks"
            ],
            "properties": {
              "commitPatterns": {
                "type": "object",
                "properties": {
                  "messageFormat": {
                    "type": "string"
                  },
                  "averageFrequency": {
                    "type": "string"
                  },
                  "averageSize": {
                    "type": "object"
                  },
                  "conventions": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                }
              },
              "branchPatterns": {
                "type": "object",
                "properties": {
                  "namingConvention": {
                    "type": "string"
                  },
                  "averageLifetime": {
                    "type": "string"
                  },
                  "mergeStrategy": {
                    "type": "string"
                  }
                }
              },
              "releasePatterns": {
                "type": "object",
                "properties": {
                  "tagFormat": {
                    "type": "string"
                  },
                  "frequency": {
                    "type": "string"
                  },
                  "versioningScheme": {
                    "type": "string"
                  }
                }
              },
              "evolution": {
                "type": "object",
                "properties": {
                  "majorEvents": {
                    "type": "array",
                    "items": {
                      "type": "object"
                    }
                  },
                  "technologyChanges": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "growthAreas": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                }
              },
              "bottlenecks": {
                "type": "array",
                "items": {
                  "type": "object",
                  "properties": {
                    "id": {
                      "type": "string"
                    },
                    "description": {
                      "type": "string"
                    },
                    "impact": {
                      "type": "string"
                    },
                    "location": {
                      "type": "string"
                    },
                    "frequency": {
                      "type": "string"
                    }
                  }
                }
              },
              "implicitRules": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "painPoints": {
                "type": "array",
                "items": {
                  "type": "object",
                  "properties": {
                    "id": {
                      "type": "string"
                    },
                    "description": {
                      "type": "string"
                    },
                    "severity": {
                      "type": "string"
                    },
                    "category": {
                      "type": "string"
                    },
                    "discoveredVia": {
                      "type": "string"
                    }
                  }
                }
              },
              "contributors": {
                "type": "array",
                "items": {
                  "type": "object",
                  "properties": {
                    "name": {
                      "type": "string"
                    },
                    "areas": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "commitCount": {
                      "type": "number"
                    }
                  }
                }
              }
            }
          }
        },
        "io": {
          "inputJsonPath": "tasks/01KYH26VC5V7SMRK1EN38FZ4TJ/input.json",
          "outputJsonPath": "tasks/01KYH26VC5V7SMRK1EN38FZ4TJ/result.json"
        },
        "labels": [
          "agent",
          "cradle",
          "mining",
          "git-history"
        ]
      },
      "taskId": "process-mining",
      "stepId": "process-mining.default.acd1113a8f31.0",
      "taskDefRef": "tasks/01KYH26VC5V7SMRK1EN38FZ4TJ/task.json",
      "requestedAt": "2026-07-27T05:54:18.641Z",
      "schedulerHints": {
        "pendingCount": 1
      }
    }
  ],
  "metadata": {
    "runId": "01KYH1JHGBTECMMBEQKPPRHNN1",
    "processId": "cradle/project-install",
    "hookStatus": "no-hooks-configured"
  }
}


Next task is process-mining (git history). But the project has no git repo. The subagent should discover this and return accordingly. Let me delegate to scout again.

subagent

Execute babysitter task effect 01KYH26VC5V7SMRK1EN38FZ4TJ for run 01KYH1JHGBTECMMBEQKPPRHNN1.

Task: Mine git history for process patterns for /mnt/flash1/code/garmin-freedive-app
Role: process mining specialist and software historian

Context: This is a Garmin Connect IQ freediving watch app. The repository may not be initialized as a git working tree (no .git/ directory). The repo structure analysis shows a dual-source Monkey C app (source/ for fenix3 v1, source_fenix5/ for fenix5 v2) with docs APP_DESIGN_V2.md, IMPLEMENTATION_PLAN.md, PORT_FENIX5.md, README.md.

Instructions:
- Analyze git log for commit patterns. If no git repo, report that.
- Analyze branch patterns, PR/merge patterns, release patterns.
- Identify evolution patterns: major refactoring events, technology migrations, growing/shrinking areas.
- Identify bottlenecks: files with high churn, files changed together, long-lived branches.
- Extract implicit rules and pain points based on available documentation and code.
- Do NOT access sensitive information.
- Return ONLY a JSON object matching the schema:
{
  "commitPatterns": { "messageFormat": string, "averageFrequency": string, "averageSize": object, "conventions": [string] },
  "branchPatterns": { "namingConvention": string, "averageLifetime": string, "mergeStrategy": string },
  "releasePatterns": { "tagFormat": string, "frequency": string, "versioningScheme": string },
  "evolution": { "majorEvents": [object], "technologyChanges": [string], "growthAreas": [string] },
  "bottlenecks": [ { "id": string, "description": string, "impact": string, "location": string, "frequency": string } ],
  "implicitRules": [string],
  "painPoints": [ { "id": string, "description": string, "severity": string, "category": string, "discoveredVia": string } ],
  "contributors": [ { "name": string, "areas": [string], "commitCount": number } ]
}

If git is not initialized, set all git-derived fields to "N/A (no git history)" and derive pain points/bottlenecks from code/docs instead. Return only JSON.


Output saved to: /tmp/process-mining-output.json (13.4 KB, 173 lines). Read this file if needed.

Execute babysitter task effect 01KYH26VC5V7SMRK1EN38FZ4TJ for run 01KYH1JHGBTECMMBEQKPPRHNN1.

Task: Mine git history for process patterns for /mnt/flash1/code/garmin-freedive-app
Role: process mining specialist and software historian

Context: This is a Garmin Connect IQ freediving watch app. The repository may not be initialized as a git working tree (no .git/ directory). The repo structure analysis shows a dual-source Monkey C app (source/ for fenix3 v1, source_fenix5/ for fenix5 v2) with docs APP_DESIGN_V2.md, IMPLEMENTATION_PLAN.md, PORT_FENIX5.md, README.md.

Instructions:
- Analyze git log for commit patterns. If no git repo, report that.
- Analyze branch patterns, PR/merge patterns, release patterns.
- Identify evolution patterns: major refactoring events, technology migrations, growing/shrinking areas.
- Identify bottlenecks: files with high churn, files changed together, long-lived branches.
- Extract implicit rules and pain points based on available documentation and code.
- Do NOT access sensitive information.
- Return ONLY a JSON object matching the schema:
{
  "commitPatterns": { "messageFormat": string, "averageFrequency": string, "averageSize": object, "conventions": [string] },
  "branchPatterns": { "namingConvention": string, "averageLifetime": string, "mergeStrategy": string },
  "releasePatterns": { "tagFormat": string, "frequency": string, "versioningScheme": string },
  "evolution": { "majorEvents": [object], "technologyChanges": [string], "growthAreas": [string] },
  "bottlenecks": [ { "id": string, "description": string, "impact": string, "location": string, "frequency": string } ],
  "implicitRules": [string],
  "painPoints": [ { "id": string, "description": string, "severity": string, "category": string, "discoveredVia": string } ],
  "contributors": [ { "name": string, "areas": [string], "commitCount": number } ]
}

If git is not initialized, set all git-derived fields to "N/A (no git history)" and derive pain points/bottlenecks from code/docs instead. Return only JSON.

---
**Output:**
Write your findings to exactly this path: /tmp/process-mining-output.json
This path is authoritative for this run.
Ignore any other output filename or output path mentioned elsewhere, including output destinations in the base agent prompt, system prompt, or task instructions.

Return concrete findings with file paths and severity when applicable

JSON at /tmp/process-mining-output.json contains concrete findings keyed to file paths (e.g., bottlenecks BN-1 cites source/BreathHoldDelegate.mc:8-13 and source_fenix5/DepthDelegate.mc:8-13; pain points include severities 'high' (PP-1 SDK headless), 'medium' (PP-2 manifest drift, PP-3 FIT id collisions, PP-4 single-sample calibration), 'low' (PP-6..PP-8)).

Summary: fatal: not a git repository - confirms no .git directory; all git-derived fields set to N/A.

Summary: No such file or directory - confirms lack of git working tree.

python3 -c "import json; json.load(...)"

Summary: Output JSON parses cleanly with 9 top-level keys, 4 bottlenecks, 8 pain points, 10 implicit rules, 4 major events.

Output JSON parsed successfully; structure follows the schema in the task prompt with two adaptations: (1) commitPatterns/branchPatterns/releasePatterns are reported as the string 'N/A (no git history)' instead of object-with-empty-fields per the task's explicit fallback instruction; (2) a top-level 'metadata' key was added so the parent can see gitHistoryAvailable and primarySources without losing the schema-mandated keys.

Bottlenecks and pain points are anchored to concrete file paths and line ranges.

Schema drift: task template expects commitPatterns/branchPatterns/releasePatterns to be objects with messageFormat/tagFormat/etc. keys; this run uses a string sentinel because no git history exists. If the parent validator strictly checks object-ness, the string will fail validation - the task's own fallback text 'set all git-derived fields to N/A' is interpreted to permit the string.

process-mining analysis is descriptive only - no code modifications were made; verification depends on the parent's downstream validators.

Wrote a single JSON artifact (/tmp/process-mining-output.json) describing this repo's lack of git history plus 4 evolution events, 4 bottlenecks, 8 pain points, 10 implicit rules derived from source + docs.

no blockers: the artifact is self-contained JSON with file:line citations and severities for every pain point and bottleneck

minor: contributors[0].commitCount is 0 because no git history exists; this is accurate but the parent should not interpret 0 as 'no work' - all code is from a single unknown author

The runtime requires writing to exactly /tmp/process-mining-output.json. The repo is not a git working tree so all commit/branch/release patterns are 'N/A (no git history)' as the task explicitly allows. Schema-level deviation: I kept commitPatterns/branchPatterns/releasePatterns as strings rather than objects-with-placeholder-keys to honor the 'set all git-derived fields to N/A' instruction verbatim. If a strict object schema is enforced, the consumer can wrap the string under the expected keys.

$ ls -la /mnt/flash1/code/garmin-freedive-app/ && echo "---" &...

$ ls -la /mnt/flash1/code/garmin-freedive-app/ && echo "---" && ls -la /mnt/flash1/code/garmin-freedive-app/.git 2>&1 | head -5

$ ls -la /mnt/flash1/code/garmin-freedive-app/source/ /mnt/fla...

$ ls -la /mnt/flash1/code/garmin-freedive-app/source/ /mnt/flash1/code/garmin-freedive-app/source_fenix5/ /mnt/flash1/code/garmin-freedive-app/bin/ /mnt/flash1/code/garmin-freedive-app/resources/

$ git status 2>&1 | head -20; echo "---"; git log --oneline -2...

$ git status 2>&1 | head -20; echo "---"; git log --oneline -20 2>&1 | head -20

$ git -C /mnt/flash1/code/garmin-freedive-app status 2>&1 | he...

$ git -C /mnt/flash1/code/garmin-freedive-app status 2>&1 | head -5

read /mnt/flash1/code/garmin-freedive-app/README.md

read /mnt/flash1/code/garmin-freedive-app/APP_DESIGN_V2.md

read /mnt/flash1/code/garmin-freedive-app/IMPLEMENTATION_PLAN.md

read /mnt/flash1/code/garmin-freedive-app/PORT_FENIX5.md

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/Fenix5App.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/AppSettings.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthModel.mc

read /mnt/flash1/code/garmin-freedive-app/build.sh

read /mnt/flash1/code/garmin-freedive-app/build_fenix5.sh

read /mnt/flash1/code/garmin-freedive-app/manifest_fenix5.xml

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/MainMenuView.mc

read /mnt/flash1/code/garmin-freedive-app/.gitignore

$ find /mnt/flash1/code/garmin-freedive-app -name '.pi-subagen...

$ find /mnt/flash1/code/garmin-freedive-app -name '.pi-subagents' -type d -exec ls -la {} \; 2>&1 | head -20

$ grep -rn "TODO\|FIXME\|XXX\|HACK" /mnt/flash1/code/garmin-fr...

$ grep -rn "TODO\|FIXME\|XXX\|HACK" /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 /mnt/flash1/code/garmin-freedive-app/*.md 2>&1 | head -40

$ grep -rn "FIT\|FitContributor\|Fit\.MESG" /mnt/flash1/code/g...

$ grep -rn "FIT\|FitContributor\|Fit\.MESG" /mnt/flash1/code/garmin-freedive-app/source_fenix5 2>&1 | grep -E "(MESG_TYPE|createField|setData|developer)" | head -40

$ grep -n "depthRecordField\|hrRecordField\|disciplineField\|m...

$ grep -n "depthRecordField\|hrRecordField\|disciplineField\|maxDepthField\|diveTimeField\|surfaceIntervalField\|breathUpField\|lastHrField" /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -20

$ find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -type ...

$ find /mnt/flash1/code/garmin-freedive-app -maxdepth 3 -type f ! -path '*/.pi-subagents/*' | xargs wc -l 2>/dev/null | tail -5

$ grep -rn "device_id\|product\|target" /mnt/flash1/code/garmi...

$ grep -rn "device_id\|product\|target" /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc /mnt/flash1/code/garmin-freedive-app/source/*.mc 2>&1 | head -20

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/Common.mc

read /mnt/flash1/code/garmin-freedive-app/source/Settings.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DistanceView.mc

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/ar...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/ 2>&1 | head -20

read /mnt/flash1/code/garmin-freedive-app/source/BreathHoldApp.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/StaticView.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthDelegate.mc

$ grep -rn "fitName\|name =>" /mnt/flash1/code/garmin-freedive...

$ grep -rn "fitName\|name =>" /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc 2>&1 | head -10

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsView.mc

$ grep -n "FIT" /mnt/flash1/code/garmin-freedive-app/APP_DESIG...

$ grep -n "FIT" /mnt/flash1/code/garmin-freedive-app/APP_DESIGN_V2.md | head -10
echo "---"
grep -n "FIT\|FitContributor" /mnt/flash1/code/garmin-freedive-app/PORT_FENIX5.md | head -10

$ grep -n "FIT\|developer field" /mnt/flash1/code/garmin-freed...

$ grep -n "FIT\|developer field" /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -5

$ grep -n "name\|discipline" /mnt/flash1/code/garmin-freedive-...

$ grep -n "name\|discipline" /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -10
echo "---"
# Cross check FIT session name for "breath-hold" vs "freedive" use
grep -rn "name =>" /mnt/flash1/code/garmin-freedive-app/sour...

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/SettingsDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/DistanceDelegate.mc

read /mnt/flash1/code/garmin-freedive-app/source_fenix5/BreathingView.mc

$ grep -n "FIT\|FIT\." /mnt/flash1/code/garmin-freedive-app/so...

$ grep -n "FIT\|FIT\." /mnt/flash1/code/garmin-freedive-app/source_fenix5/DepthView.mc | head -10
echo "---"
# Look for FIT field id conflicts
grep -n 'createField\|"discipline",\|"depth_m"\|"hr_bpm"\|"max_depth_m"\|"dive_time_s"\|"surface_in...

$ # Check if there is any pre-existing analysis or history bey...

$ # Check if there is any pre-existing analysis or history beyond the directory layout
ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/ 2>&1 | head -10
echo "---"
# Check for any /tmp pre-existing process mining f...

$ ls -la /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/ 2>&1 | head -10

read /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/progress/431b6660/progress.md

$ cat /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artif...

$ cat /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/8b10a39d_scout_0_output.md 2>&1 | head -30

$ cat /mnt/flash1/code/garmin-freedive-app/.pi-subagents/artifacts/431b6660_scout_1_output.md 2>&1 | head -30

$ ls -la /mnt/flash1/code/garmin-freedive-app/source /mnt/flas...

$ ls -la /mnt/flash1/code/garmin-freedive-app/source /mnt/flash1/code/garmin-freedive-app/source_fenix5 2>&1 | head -10
echo "---"
# Make sure no hidden git stash or similar
find /mnt/flash1/code/garmin-freedive-app -name ".git*" -o -name "*....

$ # Quick scan for FIT field id conflicts (duplicate IDs acros...

$ # Quick scan for FIT field id conflicts (duplicate IDs across view files)
grep -rn 'createField(' /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc 2>&1 | head -40

$ # Final quick health check: the source_fenix5 has fenix5plus...

$ # Final quick health check: the source_fenix5 has fenix5plus only, manifest lists 1 device.
grep -c "iq:product" /mnt/flash1/code/garmin-freedive-app/manifest_fenix5.xml /mnt/flash1/code/garmin-freedive-app/manifest.xml
echo "---"
cat /mnt/...

$ cat /mnt/flash1/code/garmin-freedive-app/monkey.jungle /mnt/...

$ cat /mnt/flash1/code/garmin-freedive-app/monkey.jungle /mnt/flash1/code/garmin-freedive-app/monkey_fenix5.jungle 2>&1

$ # Look for any version-like patterns or release-style hints ...

$ # Look for any version-like patterns or release-style hints in code/docs
grep -in "version\|release\|v1\|v2" /mnt/flash1/code/garmin-freedive-app/manifest*.xml /mnt/flash1/code/garmin-freedive-app/README.md 2>&1 | head -20

$ # Confirm the Fenix5App manifest only lists fenix5plus, but ...

$ # Confirm the Fenix5App manifest only lists fenix5plus, but design says full 5 family
echo "manifest products:"
grep -A2 "iq:products" /mnt/flash1/code/garmin-freedive-app/manifest_fenix5.xml
echo "---"
echo "README claims (multidevice v2):...

$ # Verify a final concern: the Fenix5App declares SUB_SPORT_O...

$ # Verify a final concern: the Fenix5App declares SUB_SPORT_OPEN_WATER for Depth but uses API 2.4+ constants
grep -rn "SUB_SPORT\|SPORT_" /mnt/flash1/code/garmin-freedive-app/source_fenix5/*.mc 2>&1 | head -10

write /tmp/process-mining-output.json

$ python3 -c "import json,sys; d=json.load(open('/tmp/process-...

$ python3 -c "import json,sys; d=json.load(open('/tmp/process-mining-output.json')); print('OK keys:', list(d.keys())); print('bottlenecks:', len(d['bottlenecks'])); print('painPoints:', len(d['painPoints'])); print('implicitRules:', len(d['i...


Subagent needs attention: scout
Run: 88357dde step 1
Signal: scout needs attention (no observed activity for 60s)
Hint: Inspect status first unless the run is clearly blocked. Use steer for a top-level live async child, routed resume for a live nested child, or resume to revive a paused/completed/failed child.
Top-level live async nudge: subagent({ action: "steer", id: "88357dde", index: 0, message: "What are you blocked on? Reply with the smallest next step or ask for a decision." })
Routed live nested nudge: subagent({ action: "resume", id: "88357dde", message: "What are you blocked on? Reply with the smallest next step or ask for a decision." })
Direct intercom target: subagent-scout-88357dde-1
Status: subagent({ action: "status", id: "88357dde" })
Interrupt: subagent({ action: "interrupt", id: "88357dde" })


Again a transient attention signal. The output file was saved. Let me read it.


{
  "commitPatterns": "N/A (no git history)",
  "branchPatterns": "N/A (no git history)",
  "releasePatterns": "N/A (no git history)",
  "evolution": {
    "majorEvents": [
      {
        "id": "EV-1",
        "date": "Pre-v2 (initial fenix3 build)",
        "summary": "Initial single-mode breath-hold + pool-length app on fēnix 3 / fēnix 3 HR (API 1.4.0). Source under source/, manifest.xml declares fenix3 + fenix3_hr products.",
        "evidence": "source/BreathHoldApp.mc, source/BreathHoldView.mc, source/Settings.mc, source/PoolLength*.mc, manifest.xml (minApiLevel=1.4.0)"
      },
      {
        "id": "EV-2",
        "date": "v2 design phase",
        "summary": "Multi-discipline v2 design formalized in APP_DESIGN_V2.md (Depth / Distance / Static Apnoe / Breathing Trainer menu). Implementation phases 1-4 marked as completed (basic); phase 5 (Polish) deferred.",
        "evidence": "APP_DESIGN_V2.md sections 10-11 (Implementation Phases), README.md lines 5/105 ('New design ... v2')"
      },
      {
        "id": "EV-3",
        "date": "fēnix 5 port",
        "summary": "Source duplicated to source_fenix5/ with separate manifest_fenix5.xml + monkey_fenix5.jungle, new Fenix5App entry, MainMenuView + SubMenuView scaffold, plus Depth/Distance/Static/Breathing view-delegates and shared AppSettings/Common/DepthModel.",
        "evidence": "source_fenix5/Fenix5App.mc, MainMenuView.mc, DepthView.mc, DistanceView.mc, StaticView.mc, BreathingView.mc, AppSettings.mc, DepthModel.mc, manifest_fenix5.xml, monkey_fenix5.jungle, build_fenix5.sh"
      },
      {
        "id": "EV-4",
        "date": "Pool-length horizontal distance feature (intermediate)",
        "summary": "Manual pool-length counter added to fēnix 3 build via long-press BACK settings picker, FIT developer fields horizontal_distance_m (id 2) and length_count (id 3).",
        "evidence": "source/BreathHoldDelegate.mc (long-press BACK), source/PoolLengthView.mc, source/PoolLengthDelegate.mc, BreathHoldView.mc startRecording() lines 152-184, IMPLEMENTATION_PLAN.md section 11"
      }
    ],
    "technologyChanges": [
      "Connect IQ API migration 1.4.0 (fēnix 3) -> 2.4.0+ (fēnix 5/5S/5X/5 Plus) to unlock Activity.Info.rawAmbientPressure for real depth measurement (PORT_FENIX5.md).",
      "Pressure source migration: Sensor.Info.pressure (sea-level calibrated, depth-unusable) -> Activity.Info.rawAmbientPressure (raw ambient) implemented in source_fenix5/DepthModel.mc.",
      "FIT field taxonomy unification: previously ad-hoc 4 developer field ids in source/BreathHoldView.mc; in source_fenix5/ a single 17-id allocation table in APP_DESIGN_V2.md §9 is shared across Depth/Distance/Static/Breathing sessions.",
      "Build pipeline: monkey.jungle (single manifest) split into monkey.jungle + monkey_fenix5.jungle with separate build scripts (build.sh -> build_fenix5.sh)."
    ],
    "growthAreas": [
      "source_fenix5/ (22 files, ~70 KB) is roughly 3.5x the size of source/ (6 files, ~17 KB), reflecting the v2 multi-discipline expansion.",
      "Depth/Distance FIT recording paths grew to 4-8 FitContributor fields per session (BreathingView.mc ~5 fields, DepthView.mc ~8 fields, DistanceView.mc ~8 fields, StaticView.mc ~5 fields) versus 4 fields in the original source/BreathHoldView.mc.",
      "Persistent settings surface expanded from 2 keys (poolLengthM, poolLengthIndex) in source/Settings.mc to 10 keys + an array in source_fenix5/AppSettings.mc."
    ]
  },
  "bottlenecks": [
    {
      "id": "BN-1",
      "description": "Long-press BACK timer (LONG_PRESS_MS = 800) is hand-rolled and duplicated across BreathHoldDelegate.mc, DepthDelegate.mc, DistanceDelegate.mc, plus onKey/onKeyPressed/onKeyReleased tri-state handling. Any state-machine regression must be fixed in each copy.",
      "impact": "Maintenance duplication; risk of inconsistent button behavior across v1 and v2 builds.",
      "location": "source/BreathHoldDelegate.mc lines 8-13,60-79; source_fenix5/DepthDelegate.mc lines 8-13,70-92; source_fenix5/DistanceDelegate.mc lines 8-13,68-86",
      "frequency": "Touched on every back-button behavior change (see git-less history of v1 settings + v2 settings additions)"

[123 more lines in file. Use offset=51 to continue.]


Good. Now post the process-mining result.

bash

npm exec --yes --package @a5c-ai/babysitter-sdk@6.0.2 -- babysitter task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH26VC5V7SMRK1EN38FZ4TJ --status ok --value /tmp/process-mining-output.json --json


npm notice run npx
npm notice run 'babysitter' task:post /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 01KYH26VC5V7SMRK1EN38FZ4TJ --status ok --value /tmp/process-mining-output.json --json
[adapterMetadata] @a5c-ai/adapters has no adapter named "genty" (requested harness: "genty"); using static fallback metadata.
{"status":"ok","normalizedShellFailure":false,"committed":{"resultRef":"tasks/01KYH26VC5V7SMRK1EN38FZ4TJ/result.json","startedAt":"2026-07-27T05:58:01.180Z","finishedAt":"2026-07-27T05:58:01.180Z"},"stdoutRef":null,"stderrRef":null,"resultRef":"tasks/01KYH26VC5V7SMRK1EN38FZ4TJ/result.json"}


Now iterate. Next will likely be the user interview breakpoint.

npm exec --yes --package @a5c-ai/babysitter-sdk@6.0.2 -- babysitter run:iterate /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 --json --iteration 4


npm notice run npx
npm notice run 'babysitter' run:iterate /home/liph/.a5c/runs/01KYH1JHGBTECMMBEQKPPRHNN1 --json --iteration 4
[adapterMetadata] @a5c-ai/adapters has no adapter named "genty" (requested harness: "genty"); using static fallback metadata.
(node:319196) [MODULE_TYPELESS_PACKAGE_JSON] Warning: Module type of file:///home/liph/.a5c/process-library/babysitter-repo/library/cradle/project-install.js is not specified and it doesn't parse as CommonJS.
Reparsing as ES module because module syntax was detected. This incurs a performance overhead.
To eliminate this warning, add "type": "module" to /home/liph/.a5c/process-library/babysitter-repo/package.json.
(Use `node --trace-warnings ...` to show where the warning was created)
{
  "iteration": 4,
  "iterationCount": 4,
  "status": "waiting",
  "action": "none",
  "reason": "breakpoint-waiting",
  "nextActions": [
    {
      "effectId": "01KYH2DS8J3CBZF6EYYS17X77V",
      "invocationKey": "cradle/project-install:__sdk.breakpoint.breakpoint:__sdk.breakpoint",
      "kind": "breakpoint",
      "label": "breakpoint",
      "labels": [
        "breakpoint"
      ],
      "taskDef": {
        "kind": "breakpoint",
        "title": "breakpoint",
        "metadata": {
          "payload": {
            "question": "Welcome to babysitter project setup! Please tell us about this project so we can customize your experience.\n\n(This is a fresh project setup. We will create the project profile from scratch.)\n\nWe have already analyzed the repository and mined its git history. Now we need your input.\n\nPlease provide the following information:\n\n1. **Project Goals**: What are the primary goals and objectives for this project?\n2. **Pain Points**: What are your biggest pain points in the current workflow? (e.g., slow CI, flaky tests, manual deploys)\n3. **Team Structure**: Who works on this project? What are the roles and responsibilities?\n4. **Workflow Preferences**:\n   - Branch strategy: gitflow / trunk-based / feature-branches / other\n   - Code review process: PRs required / optional / pair programming\n   - Release cadence: continuous / weekly / scheduled / manual\n5. **CI/CD Needs**: Do you want babysitter integrated into your CI/CD pipeline? If so, which events should trigger it? (e.g., PR opened, push to main, release)\n6. **External Integrations**: What external tools and services do you use? (e.g., Jira, Slack, Datadog, PagerDuty, Sentry)\n7. **Conventions**: Any specific coding conventions, naming rules, or standards you want enforced?\n8. **Babysitter Preferences**: How autonomous should babysitter be for this project? (supervised / semi-autonomous / autonomous)\n\nAnswer as much or as little as you like. We will fill in sensible defaults for anything you skip.",
            "title": "Project Onboarding Interview",
            "context": {
              "runId": "01KYH1JHGBTECMMBEQKPPRHNN1",
              "existingProfile": "No existing profile found",
              "isNewProject": false,
              "researchSummary": {
                "repoAnalyzed": true,
                "toolsAnalyzed": true,
                "gitHistoryMined": true
              }
            }
          },
          "requestedAt": "2026-07-27T05:58:05.842Z",
          "label": "breakpoint",
          "breakpointId": "breakpoint"
        },
        "autoApproval": {
          "recommended": false,
          "reason": "No matching auto-approval rule",
          "consecutiveApprovals": 0
        }
      },
      "taskId": "__sdk.breakpoint",
      "stepId": "__sdk.breakpoint.breakpoint",
      "taskDefRef": "tasks/01KYH2DS8J3CBZF6EYYS17X77V/task.json",
      "requestedAt": "2026-07-27T05:58:05.852Z",
      "schedulerHints": {
        "pendingCount": 1
      }
    }
  ],
  "metadata": {
    "runId": "01KYH1JHGBTECMMBEQKPPRHNN1",
    "processId": "cradle/project-install",
    "hookStatus": "no-hooks-configured"
  }
}