migration

name	migration
description	Migrates legacy AEM (6.x, AMS, on-prem) to AEM as a Cloud Service using BPA CSV or cache, CAM/MCP target discovery, and a one-pattern-per-session workflow. Use for BPA/CAM findings, Cloud Service blockers, or fixes for scheduler, ResourceChangeListener, replication, EventListener, OSGi EventHandler, DAM AssetManager, HTL data-sly-test lint, Classic UI dialog migration (lui — ExtJS/Coral 2 → Coral 3), and Custom Design Widgets (cdw). OSGi configs → Cloud Manager — scan ui.config, .cfg.json, secrets, $[secret:]/$[env:] — agent follows references/osgi-cfg-json-cloud-manager.md when prompted. After BPA/CAM discovery, migration hands off each (pattern, file) pair to the code-assessment skill for scheduler/resource-change-listener/replication/event-migration/asset-manager guides and shared SCR→DS/ResourceResolver/HTL-lint references. Template modernization runs a per-template context → execute → validate pipeline. Legacy UI migration (dialog and CDW) follows references/legacy-ui/ modules.
license	Apache-2.0

AEM as a Cloud Service — Code Migration

Source → target: Legacy AEM 6.x / AMS / on-prem → AEM as a Cloud Service. Scoped under skills/aem/cloud-service/skills/migration/ so this is not confused with Edge Delivery or 6.5 LTS.

This skill drives the migration workflow: BPA data, CAM/MCP, one pattern per session, and target discovery. Transformation rules and steps live in the code-assessment skill — once a finding's pattern is identified, hand off to {code-assessment}/<pattern>/SKILL.md (or the relevant shared reference under {code-assessment}/references/).

Setup: Use the aem-cloud-service install (see repository root README) so both migration and code-assessment paths are available. If you already have the monorepo open with resolvable {code-assessment} paths, no separate install step is required.

Quick start (for the person driving the agent)

One pattern per chat/session — if you ask to "fix everything," the skill will ask you to pick first (e.g. scheduler vs replication vs htlLint).

You have…	Say something like…	What happens
A BPA CSV	"Fix scheduler findings using ./path/to/bpa.csv"	Fastest path: CSV → cached collection → files
CAM + MCP only	"Get scheduler findings from CAM; I'll pick the project when you list them."	Agent lists projects → you confirm → MCP fetch (cam-mcp.md)
Just a few files	"Migrate scheduler in core/.../MyJob.java"	Manual flow: no BPA required
OSGi → Cloud Manager	"Scan my config files and create Cloud Manager environment secrets or variables."	Agent auto-reads references/osgi-cfg-json-cloud-manager.md (full Adobe-aligned rules inlined there); no BPA pattern id
HTL lint warnings	"Fix htlLint issues in ui.apps"	Proactive discovery via rg → fix per the HTL lint reference
Template modernization	"Migrate my static templates to editable templates and generate Modernize Tools rules." / "Create editable templates from my static templates." / "Generate AEM Modernize Tools structure/component/policy rules."	Agent auto-reads references/template-modernization/template-modernization-context.md (shared discovery + structured context), produces a per-template plan table, then executes the plan using editable-template-creation.md and aem-modernization.md, and validates via template-modernization-validation.md. No BPA pattern id.
Dialog migration	"Convert my Classic UI / ExtJS dialogs to Touch UI." / "Upgrade Coral 2 dialogs to Coral 3." / "Fix LUI dialog findings."	Agent reads references/legacy-ui/dialog/context.md — filters BPA LUI to dialog sub-types, converts via extjs-to-coral3.md or coral2-to-coral3.md, validates via validation.md. BPA pattern id: lui.
Custom widget migration	"Fix my CDW findings." / "Migrate custom ExtJS widgets to Coral 3."	Agent reads references/legacy-ui/cdw/context.md — inventories xtypes, maps or scaffolds Granite UI components via conversion.md, validates via validation.md. BPA pattern id: cdw. Run CDW before dialog migration when both are needed.

Starter prompts (copy-paste):

• "Use the migration skill: scheduler only, BPA CSV at ./reports/bpa.csv, then apply the code-assessment pattern guide before editing."
• "Replication only from CAM; list projects first, I'll pick one."
• "Manual: event listener migration for .../Listener.java — read the code-assessment pattern guide first."
• "Scan my config files and create Cloud Manager environment secrets or variables."
• "Fix htlLint in ui.apps — scan for data-sly-test redundant constant warnings and fix them."
• "Migrate my static templates to editable templates and generate the Modernize Tools rewrite rules."
• "Fix LUI dialog findings using BPA CSV at ./reports/bpa.csv."
• "Migrate custom ExtJS widgets (CDW findings) from CAM."
• "Fix all Classic UI and custom widget findings — CDW first, then dialogs."

Path convention (Adobe Skills monorepo)

From the repository root (parent of the skills/ directory):

Symbol	Path
{code-assessment}	skills/aem/cloud-service/skills/code-assessment/

Examples: {code-assessment}/SKILL.md, {code-assessment}/scheduler/SKILL.md, {code-assessment}/references/scr-to-osgi-ds.md.

Workspace scope (IDE) — user code only

Applies to finding and editing the user's AEM project (Java, bundles, config, HTL), not to reading installed skill files under {code-assessment}.

• Treat the current IDE workspace root folder(s) (single- or multi-root) as the only boundary for searches, globs, grep, and file reads/writes for migration targets.
• Do not search parent directories, sibling folders on disk, ~, other clones, or arbitrary absolute paths to "discover" sources unless the user explicitly names those paths or asks you to include them.
• BPA CSV / CAM targets: If a filePath or class-to-file mapping does not resolve under a workspace root, stop and tell the user which paths are missing — do not hunt elsewhere on the filesystem. Ask them to open the correct project in the IDE or adjust paths.
• Manual flow: Only migrate files the user named that live under the workspace (or paths they explicitly provided). Do not expand scope by searching outside the workspace.

Required delegation (do this first)

Branch A — OSGi configs → Cloud Manager (no Java BPA pattern this session): If the user asks to scan config files, create / set up Cloud Manager environment secrets or variables, move passwords or secrets out of OSGi / .cfg.json / ui.config, or mentions $[secret:] / $[env:] for AEM CS, then read references/osgi-cfg-json-cloud-manager.md immediately and follow the product rules and workflow defined in that file (Adobe AEM as a Cloud Service OSGi + Cloud Manager behavior is reproduced there—no external doc URL required). Sleek prompts are enough — no need to name the reference file. Skip branch B for that work.

Branch B — Java / HTL / BPA pattern migration:

1. Read {code-assessment}/SKILL.md — critical rules, Java baseline links, Pattern Guides table, Manual Pattern Hints.
2. Read the pattern guide (or reference) for the single active pattern:
   • scheduler → {code-assessment}/scheduler/SKILL.md (pattern guide)
   • resourceChangeListener → {code-assessment}/resource-change-listener/SKILL.md (pattern guide)
   • replication → {code-assessment}/replication/SKILL.md (pattern guide)
   • eventListener / eventHandler → {code-assessment}/event-migration/SKILL.md (pattern guide — both JCR and OSGi Event Admin paths)
   • assetApi → {code-assessment}/asset-manager/SKILL.md (pattern guide)
   • htlLint → {code-assessment}/references/data-sly-test-redundant-constant.md (reference — HTL lint is a single shared reference, not a dedicated pattern guide)
3. When code uses SCR, ResourceResolver, or console logging, read {code-assessment}/references/scr-to-osgi-ds.md and {code-assessment}/references/resource-resolver-logging.md (or the hub {code-assessment}/references/aem-cloud-service-pattern-prerequisites.md).

Do not transform Java or HTL until the pattern guide (or reference) is read (branch B). Branch A does not require {code-assessment} pattern guidance.

Branch C — Template Modernization (no BPA): static → editable templates and/or AEM Modernize Tools rules (structure/component/policy). Three phases: context → per-template execute → validate. Start at references/template-modernization/template-modernization-context.md; generators are editable-template-creation.md and aem-modernization.md; post-gen checks in template-modernization-validation.md. Skip branch B.

Branch D — Legacy UI Migration (legacy-ui/ sub-folders): If the user asks to convert Classic UI / ExtJS dialogs, upgrade Coral 2 dialogs, migrate custom ExtJS widgets, fix LUI or CDW BPA findings, or mentions cq:Dialog / xtype / cq:Widget:

• For dialog findings (lui pattern, legacy.dialog.classic or legacy.dialog.coral2 only):

  1. Read references/legacy-ui/dialog/context.md — getBpaFindings('lui', …), filter to dialog sub-types, skip all others with a note.
  2. convert-extjs → references/legacy-ui/dialog/extjs-to-coral3.md.
  3. upgrade-coral2 → references/legacy-ui/dialog/coral2-to-coral3.md.
  4. Validate: references/legacy-ui/dialog/validation.md.

• For custom widget findings (cdw pattern):

  1. Read references/legacy-ui/cdw/context.md — getBpaFindings('cdw', …), inventory xtypes.
  2. Per xtype: references/legacy-ui/cdw/conversion.md (apply mapping or scaffold Granite UI component).
  3. Validate: references/legacy-ui/cdw/validation.md.
  4. If the same components also have LUI legacy.dialog.classic findings, run dialog migration afterwards — all xtypes are now resolved.

Run order when both are needed: CDW first, then dialog. CDW resolves custom xtypes so dialog conversion can proceed without stops. Skip Branch B. Skip Branch C.

When to Use This Skill

• Migrate legacy AEM Java toward Cloud Service–compatible patterns
• Fix HTL (Sightly) lint warnings (data-sly-test: redundant constant value comparison) across component templates
• Drive work from BPA (CSV or cached collection) or CAM via MCP
• Enforce one pattern type per session
• OSGi → Cloud Manager: Branch A — scan scoped .cfg.json, apply $[secret:…] / $[env:…] per rules in references/osgi-cfg-json-cloud-manager.md; gitignored handoff; no secret values in chat.
• Template Modernization: Branch C — see the Required-delegation entry above. Per-template plan table; no branch-level ordering between editable templates, structure rules, component rules, policy rules. References: references/template-modernization/.
• Legacy UI Migration: Branch D — legacy-ui/dialog/ for Classic UI/Coral 2 dialog conversion (BPA lui dialog sub-types); legacy-ui/cdw/ for custom ExtJS widget remediation (BPA cdw). Run CDW before dialog when both are needed.

OSGi configs and Cloud Manager (no BPA pattern id)

Sleek user prompts are enough (see Quick start). Agent: Branch A → read the reference → One-prompt workflow; obey the inlined Adobe AEM CS rules in that file (value types, placeholders, CM API/CLI, custom-properties-only, repoinit, runmode context, local SDK secrets). Ambiguous or Adobe-owned PIDs → needs_user_review, not guesses.

Prerequisites

• Project source and Maven/Gradle build
• BPA CSV or MCP access optional but recommended
• For htlLint: ui.apps or equivalent content package with .html HTL templates

BPA findings — flow

Scripts run via getBpaFindings (see Calling the helper); do not reimplement collection logic by hand unless the helper is unavailable.

The helper has two independent paths, chosen by what the caller configures:

1. MCP configured (mcpFetcher + projectId passed) → first call fetches all findings from MCP and caches them to <collectionsDir>/mcp/<projectId>/<pattern>.json. Every call (first and subsequent) reads from the MCP cache and returns one batch.
2. MCP not configured, BPA CSV provided → first call parses the CSV and writes the unified-collection JSON to <collectionsDir>/unified-collection.json. Every call reads from the CSV cache and returns one batch.

The two caches are disjoint — MCP sessions and CSV sessions never shadow each other. If neither is configured, the helper reports no-source and the agent asks for one.

Batching is mandatory on every path. getBpaFindings returns findings in batches of 5 by default with a paging envelope:

result.targets   // this batch (length <= limit)
result.paging    // { total, returned, offset, limit, nextOffset, hasMore }

Process one batch at a time; stop after each batch and report progress to the user; resume on the user's go-ahead by re-calling the helper with offset: paging.nextOffset. See Batched processing (batch size 5) below.

Note: htlLint does not appear in BPA CSV — it uses proactive rg discovery instead. See htlLint flow below.

CAM via MCP (summary)

Use fetch-cam-bpa-findings-by-pattern for code-transformer pattern flows (scheduler, assetApi, eventListener, resourceChangeListener, eventHandler, lui, cdw) and fetch-cam-bpa-findings-by-importance when the user instead asks "what are the critical/major/advisory/info findings?" (returns the latest BPA report's authoritative _COUNT_<code> rows at one importance level, sorted by descending count). Either tool requires explicit user confirmation of the project before being called — ask the user for their CAM project name or ID; the tools resolve it internally (prefer projectId when known). Do not pass an unconfirmed project name string. Full tool schemas, REST notes, retries, and error handling: references/cam-mcp.md.

What the user might say

• "Fix scheduler using ./reports/bpa.csv" → CSV path known
• "Fix scheduler" → collection → MCP → ask for CSV
• "Migrate core/.../Foo.java" → manual flow
• "Fix htlLint in ui.apps" → proactive discovery flow
• "Fix lui findings using ./reports/bpa.csv" → CSV → component paths → Branch D dialog skill
• "Get cdw findings from CAM" → MCP → xtype inventory → Branch D CDW skill

Calling the helper

Scripts live under ./scripts/ (next to this SKILL.md).

const { getBpaFindings } = require('./scripts/bpa-findings-helper.js');

// First batch (defaults: limit=5, offset=0)
const result = await getBpaFindings(pattern, {
  bpaFilePath: './cleaned_file6.csv',
  collectionsDir: './unified-collections',
  projectId: '...',
  mcpFetcher: mcpFunction
  // limit: 5,   // implicit default
  // offset: 0,  // implicit default
});

// Next batch — only after the user says to continue
if (result.paging?.hasMore) {
  const next = await getBpaFindings(pattern, {
    bpaFilePath: './cleaned_file6.csv',
    collectionsDir: './unified-collections',
    projectId: '...',
    mcpFetcher: mcpFunction,
    offset: result.paging.nextOffset
  });
}

result:

• success, source ('unified-collection' | 'bpa-file' | 'mcp-server' | …)
• message (includes a human-readable batch status)
• targets — the current batch (length <= limit)
• paging: { total, returned, offset, limit, nextOffset, hasMore } — always present on successful calls

To disable batching for a one-off programmatic caller, pass limit: null. The skill workflow itself never does this.

Collection caching

Collections live under ./unified-collections/. If a collection exists and the user supplies a new CSV, ask whether to reuse or re-process.

Reading a BPA CSV

Filter rows where pattern matches the session pattern. Typical columns: pattern, filePath, message.

MCP errors and fallback

Critical: On MCP failure, stop the workflow immediately and give the user the exact tool error message (verbatim), including "not found" / 404-style project errors. Do not continue with migration steps, infer a different CAM project from the workspace, or switch to manual/local migration on your own.

Exception: enablement restriction errors (prefix documented in references/cam-mcp.md) must be shown verbatim with no paraphrase and no automatic fallback until the user addresses them.

After stopping, you may summarize what failed in plain language and, if helpful, re-show projects from list-projects. Only continue when the user explicitly directs the next step (e.g. correct project id/name from the list, BPA CSV path, or specific Java files for manual flow).

For retries, error categories, and when user-directed CSV/manual paths are allowed, follow references/cam-mcp.md; still no silent fallback. Never hide tool errors from the user.

Optional prompt after stop (user must reply): "Reply with the CAM project to use (id or name from the list), a path to your BPA CSV, or the Java files for a manual migration."

Pattern guides

Do not duplicate the pattern table here. Use {code-assessment}/SKILL.md → Pattern Guides — five patterns each have a pattern guide ({code-assessment}/<pattern>/SKILL.md); shared topics (SCR→DS, ResourceResolver/SLF4J, HTL lint, prerequisites hub) stay as references ({code-assessment}/references/<file>.md). See Branch B step 2 above for the per-pattern routing table.

Workflow

One pattern per session

If the user asks to fix everything or BPA mixes patterns, ask which pattern first. Prefer one commit per pattern session.

Step 1: Pattern id

If the request is OSGi configs → Cloud Manager (see Required delegation, branch A), do not map to a BPA pattern — follow references/osgi-cfg-json-cloud-manager.md instead.

If the request is template modernization — including "create editable templates", "generate /conf templates", "static to editable template", "structure rewrite rules", "component rewrite rules", "policy import rules", "parsys to container", or "AEM Modernize Tools" — follow Branch C → start with references/template-modernization/template-modernization-context.md (discovery + plan table), then execute per-template via the generators, then validate. No pattern id, no BPA.

If the request involves legacy UI (Classic UI dialogs, Coral 2 dialogs, custom ExtJS widgets, LUI or CDW BPA findings) — follow Branch D. Route lui findings to legacy-ui/dialog/, cdw findings to legacy-ui/cdw/. No Java pattern modules needed.

Otherwise map the request to a pattern id: scheduler, resourceChangeListener, replication, eventListener, eventHandler, assetApi, htlLint, lui, cdw. If unclear, use Manual Pattern Hints in {code-assessment}/SKILL.md or ask the user to pick one of those.

Step 2: Availability

If the id is missing from the code-assessment catalog ({code-assessment}/references/patterns.md), say the pattern is not supported yet.

Step 3: Targets

For BPA patterns (scheduler, resourceChangeListener, replication, eventListener, eventHandler, assetApi, lui, cdw): Run getBpaFindings (with bpaFilePath when provided). Internally: cache → CSV → MCP → manual only when each step is applicable and succeeds; if MCP fails, obey MCP errors and fallback (stop; no silent chain). For MCP details, references/cam-mcp.md.

For lui findings, the identifier in each target is the JCR component path (e.g. /apps/myapp/components/content/mycomp) — not a Java class name. Resolve it to the filesystem path using the JCR → filesystem mapping before opening files. Note: luiCoral2 is not a standalone BPA pattern id — Coral 2 dialogs appear as the legacy.dialog.coral2 sub-type within lui results. Do not call getBpaFindings('luiCoral2', …) independently; call getBpaFindings('lui', …) and filter by sub-type inside Branch D.

getBpaFindings returns a batch of 5 findings (default limit=5) along with a paging envelope. The agent processes that batch only; it does not request the next batch until the user says to continue. See Batched processing (batch size 5) below.

For htlLint: Skip BPA/CSV/MCP — targets come from proactive rg discovery. See htlLint flow below.

Step 4: Read before edits

STOP. Read {code-assessment}/SKILL.md and the pattern guide (or reference) for the active pattern — see Branch B step 2 above for the pattern → file routing table.

Step 5: Process the batch

For each finding in the returned batch only (up to 5):

1. Resolve the target inside the IDE workspace (see Workspace scope (IDE)).
2. Read source → classify with the pattern guide (or reference) → apply steps in order → check lints → next file.

Do not request the next batch mid-processing. Never hold more than one batch of findings in working memory at a time.

Step 6: Report batch and wait

After finishing the batch, summarise for this batch only:

• paging.returned findings processed (of paging.total), with class names.
• Any files touched, plus any skips / failures.
• If paging.hasMore === true, tell the user: "Processed batch of N (offset {offset}–{offset + returned − 1} of {total}). Reply continue to process the next batch, or name specific classes to focus on."
• If paging.hasMore === false, say the pattern is done and move to the overall session report.

Stop and wait for the user. Do not automatically start the next batch. Only call getBpaFindings (or fetch-cam-bpa-findings-by-pattern) again when the user explicitly requests it, and pass offset: paging.nextOffset unchanged.

Manual flow (no BPA)

User-named files → classify (code-assessment Manual Pattern Hints or ask) → confirm the pattern guide or reference exists → read {code-assessment}/SKILL.md + the pattern guide (or reference) — see Branch B step 2 routing — → transform → report.

OSGi → Cloud Manager flow

Does not use BPA CSV, CAM/MCP, or code-assessment pattern guides for collection. Follow Branch A in Required delegation and the One-prompt workflow in references/osgi-cfg-json-cloud-manager.md.

Template modernization flow (Branch C)

No BPA / MCP. Three phases — context → per-template execute → validate — fully defined in references/template-modernization/template-modernization-context.md. Use the confirmed context and per-template plan table first, execute generators via references/template-modernization/editable-template-creation.md and references/template-modernization/aem-modernization.md, then run references/template-modernization/template-modernization-validation.md. Do not commit on validation failure.

htlLint flow

htlLint does not use BPA CSV or CAM/MCP. Instead:

1. Read {code-assessment}/references/data-sly-test-redundant-constant.md — it contains the Workflow, Proactive Discovery rg patterns, and all 4 fix patterns. (HTL lint lives as a shared reference, not a dedicated pattern guide.)
2. Discover targets using the rg commands from the reference's Proactive Discovery table (scope: ui.apps/**/jcr_root/**/*.html or the user's content package paths).
3. Group hits by file, classify each by pattern (boolean literal, raw string, numeric, split expression).
4. Fix each hit per the matching pattern section in the reference.
5. Report and recommend the user run mvn clean install or HTL validate to confirm no warnings remain.

Batched processing (batch size 5)

Findings are served to the agent in batches of 5 by default, regardless of source (MCP or CSV). Batching happens client-side — the heavy fetch (MCP call or CSV parse) happens once and is materialized to a local JSON cache; every subsequent batch is a cheap slice of that cache.

Rules

1. Default limit is 5. Pass limit: 5 (or accept the helper default). The skill never requests a larger batch unless the user has explicitly asked for one.
2. Offset starts at 0 and advances by result.paging.nextOffset from the previous call. Do not compute offsets from offset + limit — read nextOffset from the previous response; it is authoritative.
3. Stable ordering. Each cache file is written once with a deterministic order; every slice from it is therefore stable and contiguous.
4. One batch per call. One batch in memory at a time. Process, report, stop. No pre-fetching, no merging across batches.
5. Resume is stateless. The skill does not maintain its own progress file. Resuming means "call the helper again with offset: previous.paging.nextOffset". If the session ends, a later session calls with the same pattern and offset and gets the same batch.
6. Done when paging.hasMore === false (or paging.nextOffset === null).
7. To refresh source data, delete the relevant cache file:
   • CSV: <collectionsDir>/unified-collection.json
   • MCP: <collectionsDir>/mcp/<projectId>/<pattern>.json

Agent-visible flow (CSV path)

[User] "Fix scheduler findings using ./reports/bpa.csv"
[Agent] getBpaFindings('scheduler', { bpaFilePath, limit: 5, offset: 0 })
        // first call parses CSV → writes <dir>/unified-collection.json → slices
        → paging: { total: 137, returned: 5, offset: 0, nextOffset: 5, hasMore: true }
        Processes 5 findings.
        Reports: "Processed 5 of 137 (offset 0–4). Reply `continue` for the next batch."
[User] "continue"
[Agent] getBpaFindings('scheduler', { bpaFilePath, limit: 5, offset: 5 })
        // reads cached JSON — no CSV re-parse
        → paging: { ..., offset: 5, nextOffset: 10, hasMore: true }
        Processes next 5.
...

Agent-visible flow (MCP path)

[User] "Fix scheduler findings from CAM project <id>"
[Agent] getBpaFindings('scheduler', { mcpFetcher, projectId, limit: 5, offset: 0 })
        // first call: one MCP fetch → writes <dir>/mcp/<projectId>/scheduler.json → slices
        → paging: { total: 137, returned: 5, offset: 0, nextOffset: 5, hasMore: true }
        Processes 5 findings.
        Reports and stops.
[User] "continue"
[Agent] getBpaFindings('scheduler', { mcpFetcher, projectId, limit: 5, offset: 5 })
        // reads cached MCP JSON — NO additional MCP call
        → paging: { ..., offset: 5, nextOffset: 10, hasMore: true }
...

Do not

• Do not call getBpaFindings with limit: null inside the skill flow. That option exists only for programmatic callers that deliberately want the full list.
• Do not invent a next batch offset. Always read paging.nextOffset from the previous response.
• Do not accumulate targets across batches in memory.
• Do not call the MCP tool for every batch; the first call caches, subsequent batches read the cache.

Quick reference

Source priority (when choosing how to obtain targets): unified collection → BPA CSV → MCP → manual paths. Not an automatic cascade after MCP errors — if MCP fails, stop and wait for user direction (see MCP errors and fallback). For htlLint, use proactive rg discovery (no BPA/MCP). For OSGi → Cloud Manager, use references/osgi-cfg-json-cloud-manager.md only (no BPA/MCP). For Template Modernization (Branch C), use the three-file pipeline: template-modernization-context.md → (editable-template-creation.md + aem-modernization.md) → template-modernization-validation.md — no BPA/MCP. For Legacy UI (Branch D): lui dialog sub-types → references/legacy-ui/dialog/context.md; cdw → references/legacy-ui/cdw/context.md.

Batch size: 5 (default) on every BPA source. See Batched processing above.

User-facing snippets: "Using existing BPA collection (N findings)…" / "Processing your BPA report…" / "Fetched findings from CAM." / "Scanning HTL templates for data-sly-test lint issues…" / optional prompt after MCP stop above.

CLI (development only)

From this skill's directory:

# First batch (default offset=0, limit=5)
node scripts/bpa-findings-helper.js scheduler ./unified-collections
node scripts/bpa-findings-helper.js scheduler ./unified-collections ./cleaned_file6.csv

# Next batch: offset=5, limit=5
node scripts/bpa-findings-helper.js scheduler ./unified-collections ./cleaned_file6.csv 5 5

# Full unbounded listing (development / debugging only — skill never does this)
node scripts/bpa-findings-helper.js scheduler ./unified-collections ./cleaned_file6.csv 0 all

# Same batching on the low-level reader
node scripts/unified-collection-reader.js all ./unified-collections 0 5