emilandClaude Opus 4.7
fe5642e0f2
BREAKING. memwalk is no longer a personal-activity recorder; it's
an AI tool for asking questions about any codebase, with cached
SSM state per directory.
What's gone
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- sources/git.py, sources/bash.py — personal activity collectors
- snapshot.py — daily snapshot rotation
- ingest.py — orchestration tied to git+bash use case
- standup / update CLI commands
- All v0.1 config keys (scan_paths, bash settings, bootstrap_days)
What's new
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- corpus.py — walk a codebase, filter source files, build a single
ingest-ready text block with a stable manifest hash
for cache invalidation.
- cache.py — per-directory cached state + sidecar metadata JSON.
Cache key = sha256(abs_path)[:16]; freshness check =
manifest hash over (rel_path, size, mtime_ns).
- engine.py — shared digest/ask orchestration used by both CLI
and MCP server.
- cli.py — init, digest, ask, list, drop, status, mcp.
- mcp_server.py — tools: digest, ask, list_caches, drop_cache, status.
- config.py — drastically simplified (just model+inference defaults).
The MCP server still ships as `memwalk mcp` and works the same way with
Claude Code / opencode.
Validated on memwalk's own source: digest in ~4s, ask answers in ~3s
(model+state load) including "list CLI commands", "where is cache
stored, what filename pattern", "how does cache invalidation work" —
all accurate down to specific details (sha256 length, file extensions,
metadata field semantics).
memba dep installed via git URL until both packages reach PyPI.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
57 lines
1.5 KiB
TOML
57 lines
1.5 KiB
TOML
[build-system]
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requires = ["setuptools>=68", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "memwalk"
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version = "0.2.0"
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description = "Ask AI about any codebase — local, cached, SSM-state-backed exploration via memba + Nemotron"
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readme = "README.md"
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license = { text = "MIT" }
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requires-python = ">=3.10"
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keywords = ["llm", "ssm", "mamba", "nemotron", "memba", "code-search", "mcp", "cli"]
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classifiers = [
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"Development Status :: 3 - Alpha",
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"Environment :: Console",
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"Intended Audience :: Developers",
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"License :: OSI Approved :: MIT License",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.10",
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"Programming Language :: Python :: 3.11",
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"Programming Language :: Python :: 3.12",
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"Topic :: Utilities",
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]
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dependencies = [
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# memba is not on PyPI yet — install from github.
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# When memba ships to PyPI this becomes `memba>=0.2.0` and memwalk
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# can itself be published.
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"memba @ git+https://github.com/emil28092005/Memba.git@main",
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"typer>=0.9.0",
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"rich>=13.0.0",
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"mcp>=1.0.0",
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"tomli>=2.0;python_version<'3.11'",
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]
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[project.optional-dependencies]
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dev = ["pytest>=7.0", "ruff", "mypy"]
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[project.scripts]
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memwalk = "memwalk.cli:main"
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[project.urls]
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Homepage = "https://github.com/emil28092005/memwalk"
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Repository = "https://github.com/emil28092005/memwalk"
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[tool.setuptools.packages.find]
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include = ["memwalk*"]
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[tool.ruff]
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line-length = 100
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target-version = "py310"
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[tool.ruff.lint]
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select = ["E", "F", "W", "I"]
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ignore = ["E501"]
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