ctxgrep

name	ctxgrep
description	Use ctxgrep for local semantic search, hybrid retrieval, and memory extraction across documents, notes, and project context. Triggers on: context retrieval, knowledge search, memory lookup, decision recall, document search, context packing, "what did we decide", "find relevant notes", "search project docs".

ctxgrep

When to use this skill

Use this skill when you need to search documents or notes, recall past decisions/preferences/constraints, assemble context bundles within token budgets, or search across a local knowledge base using exact, regex, semantic, or hybrid queries.

What ctxgrep is

ctxgrep is a local-first CLI for searching documents, notes, memories, and project context. It is built for humans and AI agents to pull the right context into the current task without any external API.

Core capabilities:

• grep-like CLI with familiar command-line interface
• Local-first indexing with SQLite + FTS5, no server needed
• Hybrid retrieval combining exact / regex / semantic / hybrid search modes
• Memory extraction that automatically extracts decisions, preferences, constraints from text
• Context packing that assembles a token-budgeted context bundle for agents
• JSON output for structured automation and AI agent consumption
• Incremental indexing that watches files and updates only what changed
• Provenance with file path, line numbers, score, and match explanation on every result
• Local embedding model (all-minilm-l6-v2), no API key needed

Install

curl -fsSL https://raw.githubusercontent.com/yetone/ctxgrep/main/install.sh | bash

Or from source:

cargo install --git https://github.com/yetone/ctxgrep

Command model

ctxgrep index <paths...> [options]
ctxgrep search <query> [PATH...] [options]
ctxgrep memory <query> [options]
ctxgrep pack <query> [options]
ctxgrep watch <paths...>
ctxgrep status
ctxgrep clear
ctxgrep doctor

Commands

index

Build or update the search index.

ctxgrep index <paths...> [options]

Options:

• -r, --recursive: recursive scan
• --hidden: include hidden files
• --no-ignore: don't respect .gitignore
• --ext <exts>: file extensions to include (comma-separated)
• --max-file-size <size>: max file size (e.g. 5MB)
• --rebuild: rebuild index from scratch
• --with-memory: also extract memories during indexing
• --embedder <provider>: embedding provider (local, openai, none)
• --model <name>: embedding model name

Behavior:

• Incremental by default — only indexes new or changed files.
• --rebuild drops existing data and re-indexes everything.
• --with-memory runs the heuristic memory extractor during indexing.
• The local embedding model (all-minilm-l6-v2, ~86MB ONNX) auto-downloads on first run.

search

Search indexed documents.

ctxgrep search <query> [PATH...] [options]

Positional arguments:

• PATH... (optional): one or more directories or files to search within. Defaults to the current working directory when omitted.

Options:

• --exact: literal text match
• --regex: regex pattern match
• --semantic: vector similarity search
• --hybrid: combines lexical + semantic + recency + importance (default)
• --top-k <n>: number of results to return (default 10)
• --json: output as JSON
• --full-section: show full section content
• --with-meta: include metadata in output
• --path <glob>: filter by path glob
• --tag <tag>: filter by tag
• --after <date>: filter results after date
• --before <date>: filter results before date
• --source <type>: filter by source type
• --budget <tokens>: token budget limit
• --global: search the entire index across all directories (disables the default CWD scope)

Behavior:

• Like grep, the search scope defaults to the current working directory. Only documents indexed under that directory are returned.
• Pass explicit PATH arguments to search across specific directories instead.
• Use --global to search the entire index regardless of where you are.
• Default mode is hybrid, which combines lexical + semantic + recency + importance scoring.
• Use --exact only when you know the precise phrase.
• Use --semantic for conceptual/meaning-based queries.
• Always use --json for agent consumption.

memory

Search extracted memories (decisions, preferences, constraints, etc.).

ctxgrep memory <query> [options]

Options:

• --type <TYPE>: filter by memory type (fact, decision, preference, definition, constraint, todo, summary)
• --json: output as JSON
• --top-k <n>: number of results (default 10)

Behavior:

• Searches structured memories that were extracted from documents during indexing.
• Use --type decision to find past architectural/design decisions before proposing changes.
• Use --type constraint to check for restrictions before making changes.

pack

Assemble a token-budgeted context bundle for a task.

ctxgrep pack <query> [options]

Options:

• --budget <tokens>: token budget (default 4000)
• --json: output as JSON
• --include-memory: include memory objects
• --include-snippets: include text snippets

Behavior:

• Searches, deduplicates, and assembles context within the specified token budget.
• Designed for feeding context into AI agent prompts.

watch

Watch paths for changes and update index automatically.

ctxgrep watch <paths...>

status

Show index status (number of documents, chunks, memories, etc.).

ctxgrep status

clear

Clear all indexed data.

ctxgrep clear

doctor

Check environment and configuration.

ctxgrep doctor

JSON output fields

Search results:

• path — source file path
• title — section title
• section_path — hierarchical section path (e.g. "Brand > Positioning")
• start_line / end_line — line range
• score — relevance score (0.0-1.0); below 0.3 is likely noise
• lexical_score / semantic_score — component scores
• snippet — text content
• why — match explanation array (e.g. ["title match", "semantic similarity"])

Memory results:

• type — memory type (fact, decision, preference, etc.)
• content — memory text
• source — source file path
• importance — importance score

Configuration

Config file: ~/.ctxgrep/config.toml

Key settings:

• [embedding] provider: "local" (default), "openai", or "none"
• [retrieval] default_mode: "hybrid" (default)
• [retrieval] top_k: default number of results
• [memory] enabled: enable/disable memory extraction

Agent workflow

# 1. Check index state
ctxgrep status

# 2. Index if needed (only once per corpus)
ctxgrep index ~/project-docs --recursive --with-memory

# 3. Search for context in the current project directory (default CWD scope)
ctxgrep search --json "authentication design"

# 3b. Search the entire index when project scope is too narrow
ctxgrep search --json --global "authentication design"

# 4. Recall specific decisions
ctxgrep memory --json --type decision "authentication"

# 5. Pack context for a task with token budget
ctxgrep pack --json --budget 5000 "implement OAuth2 based on past decisions"

Practical workflows

Broad knowledge search across entire index:

ctxgrep search --json --global "product positioning history"

Search scoped to the current project directory (default):

cd ~/my-project
ctxgrep search --json "product positioning history"

Search across specific directories:

ctxgrep search --json "product positioning history" ~/notes ~/docs

Recall decisions before making changes:

ctxgrep memory --json --type decision "database schema"
ctxgrep memory --json --type constraint "API versioning"

Prepare context for a coding task:

ctxgrep pack --json --budget 8000 "refactor auth middleware based on past discussions"

Search within a specific path glob:

ctxgrep search --json --path "docs/api/*" "rate limiting"

Full-text exact match:

ctxgrep search --json --exact "Lossless Feedback Loop"

Regex pattern search:

ctxgrep search --json --regex "TODO.*auth"

Guidelines

1. Always use --json for structured, parseable output.
2. Use hybrid search (default) for best recall. Use --exact only when you know the precise phrase.
3. Use pack for task preparation — it deduplicates, categorizes memories, and respects token budgets.
4. Filter results by score — discard anything below 0.3.
5. Use memory --type decision to find past architectural/design decisions before proposing changes.
6. Index with --with-memory to enable memory extraction.
7. Run ctxgrep doctor to diagnose issues with the environment or configuration.
8. Like grep, search is scoped to the current working directory by default. Use explicit PATH arguments or --global to broaden the scope.