Split a file into overlapping chunks suitable for parallel fanout processing and emit a manifest describing each chunk
Scanned 9/3/2026
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---
namespace: aiwg
name: chunk
platforms: [all]
description: Split a file into overlapping chunks suitable for parallel fanout processing and emit a manifest describing each chunk
---
# Chunk
Split a file into overlapping chunks suitable for parallel fanout processing. Produces numbered chunk files and a `manifest.json` describing each chunk's location, line range, and overlap metadata.
## Triggers
Alternate expressions and non-obvious activations:
- "break this file up for parallel processing" → chunk with defaults
- "prepare for fanout" → chunk + write manifest
- "split into pieces" → chunk at semantic boundaries
- "make this codebase searchable" → chunk directory of files
## Trigger Patterns Reference
| Pattern | Example | Action |
|---------|---------|--------|
| Chunk file | "chunk this file" | Apply semantic-boundary strategy, write to `.aiwg/rlm-chunks/` |
| Size override | "chunk into 100-line pieces" | `--size 100` |
| Overlap override | "chunk with 50-line overlap" | `--overlap 50` |
| Fixed count | "split into fixed-size chunks" | `--strategy fixed-count` |
| JSON output | "chunk as JSON" | `--format json` |
| Custom directory | "chunk into tmp/chunks/" | `--output tmp/chunks/` |
| Dry run | "how would this file be chunked?" | Read file, describe strategy, no writes |
## Behavior
When triggered:
1. **Parse arguments** — identify source file, strategy, size, overlap, format, and output directory from user input.
2. **Read the source file** — determine total line count and content type (code, markdown, prose, config).
3. **Select chunking strategy**:
- `semantic-boundary` (default) — split at headings (`##`, `###`), blank lines between sections, function/class definitions, or import blocks. Preserves logical units.
- `fixed-count` — fixed number of lines per chunk regardless of content. Use when content has no clear structure.
- `adaptive` — measure content density (code density, average line length) and shrink chunk size for dense regions, expand for sparse ones.
4. **Apply overlap** — each chunk includes the last `--overlap` lines of the previous chunk and the first `--overlap` lines of the next. This ensures queries that span chunk boundaries are answerable from either side.
5. **Write output**:
- Text mode: one file per chunk, named `chunk-0001.txt`, `chunk-0002.txt`, etc.
- JSON mode: single `chunks.json` with each chunk's content embedded as a field.
- Always write `manifest.json` regardless of format.
6. **Report result** — print chunk count, output directory, and manifest path.
### Manifest Format
```json
{
"source": "src/auth/middleware.ts",
"source_lines": 842,
"strategy": "semantic-boundary",
"chunk_size": 200,
"overlap": 20,
"format": "text",
"output_dir": ".aiwg/rlm-chunks/middleware-ts/",
"created_at": "2026-04-01T14:23:00Z",
"chunks": [
{
"id": "chunk-0001",
"file": ".aiwg/rlm-chunks/middleware-ts/chunk-0001.txt",
"start_line": 1,
"end_line": 218,
"overlap_start": 0,
"overlap_end": 20,
"boundary_type": "function",
"boundary_label": "validateToken()"
},
{
"id": "chunk-0002",
"file": ".aiwg/rlm-chunks/middleware-ts/chunk-0002.txt",
"start_line": 199,
"end_line": 412,
"overlap_start": 20,
"overlap_end": 20,
"boundary_type": "class",
"boundary_label": "AuthMiddleware"
}
]
}
```
## Parameters
- `<file>` — Source file to chunk (required)
- `--size N` — Target chunk size in lines (default: `200`). For `adaptive`, this is the base size before density adjustments.
- `--overlap N` — Lines of overlap on each side of a chunk boundary (default: `20`)
- `--strategy semantic-boundary|fixed-count|adaptive` — Chunking strategy (default: `semantic-boundary`)
- `--format json|text` — Output format (default: `text`)
- `--output <dir>` — Output directory (default: `.aiwg/rlm-chunks/<filename>/`)
## Examples
### Example 1: Default chunk
**User**: "chunk src/auth/middleware.ts"
**Action**:
```bash
aiwg chunk src/auth/middleware.ts
```
**Response**: "Split `middleware.ts` (842 lines) into 5 chunks using semantic-boundary strategy. Overlap: 20 lines. Manifest: `.aiwg/rlm-chunks/middleware-ts/manifest.json`"
---
### Example 2: Small chunks for a dense file
**User**: "chunk this file into 100-line pieces with 30-line overlap for the RLM fanout"
**Action**:
```bash
aiwg chunk src/core/parser.ts --size 100 --overlap 30
```
**Response**: "Split `parser.ts` (1,240 lines) into 14 chunks. 100-line target, 30-line overlap. Manifest: `.aiwg/rlm-chunks/parser-ts/manifest.json`"
---
### Example 3: Fixed-count for a flat config file
**User**: "split config/nginx.conf into fixed chunks"
**Action**:
```bash
aiwg chunk config/nginx.conf --strategy fixed-count --size 150
```
**Response**: "Split `nginx.conf` (620 lines) into 5 fixed-count chunks. Manifest: `.aiwg/rlm-chunks/nginx-conf/manifest.json`"
---
### Example 4: JSON format for programmatic use
**User**: "chunk the migration SQL file as JSON"
**Action**:
```bash
aiwg chunk db/migrations/0042_schema.sql --format json --output .aiwg/rlm-chunks/migration/
```
**Response**: "Split `0042_schema.sql` (380 lines) into 2 JSON chunks. Output: `.aiwg/rlm-chunks/migration/chunks.json`. Manifest: `.aiwg/rlm-chunks/migration/manifest.json`"
## Clarification Prompts
If the user's intent is ambiguous:
- "Should I split at semantic boundaries (headings, functions) or use fixed line counts?"
- "What chunk size would you like? Default is 200 lines."
- "Should the output go to `.aiwg/rlm-chunks/` or a custom directory?"
## References
- @$AIWG_ROOT/${CLAUDE_PLUGIN_ROOT}/skills/fanout/SKILL.md — Next step after chunking
- @$AIWG_ROOT/${CLAUDE_PLUGIN_ROOT}/skills/rlm-prep/SKILL.md — One-shot prep (chunk + index)
- @$AIWG_ROOT/${CLAUDE_PLUGIN_ROOT}/skills/rlm-search/SKILL.md — Full pipeline using chunk output
- @$AIWG_ROOT/${CLAUDE_PLUGIN_ROOT}/schemas/rlm-chunk-manifest.yaml — Manifest schema
- @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/context-budget.md — Parallel context budget rules
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