Skip to main content

Mount, not install. AI workspace configuration from git-backed registries.

Project description

csaw

Multi-source AI workspace governance.
Mount layered AI config — company standards, team conventions, personal preferences — into every repo, without copy-paste or repo pollution.

CI License: MIT Version PyPI

Works with: Claude Code · Codex · Cursor · Copilot · Windsurf · OpenCode · Gemini CLI


Who csaw is for

You have more than one source of AI configuration:

  • Engineers in companies with shared standards — you want company standards, team conventions, and personal preferences composed into every repo, kept live, never committed.
  • Teams or staff engineers publishing AI policy — you ship rules and skills that lower layers can't silently override, with audit catching drift.
  • Individuals composing personal config with team or community sources.
  • Contractors and consultants juggling clients — each engagement has its own MCP servers and conventions that must not bleed across projects.

For team or org use, csaw needs one person to maintain each shared source — a small but real role. Everyone else is a passive consumer.

csaw is the wrong tool if: you have one repo, one team, and no personal additions to layer on top. Commit your AGENTS.md and stop here.

Want the full learning path? See the csaw curriculum.

The problem

Multi-stakeholder AI config is a governance problem:

  • No source of truth across projects. A team's AGENTS.md gets copy-pasted into every repo. Each copy drifts independently. The "real" version is whoever pushed last.
  • No way to enforce policy. Security mandates a rule. A developer overrides it locally. Nobody notices.
  • No isolation between contexts. Personal config in ~/.claude/ applies globally to every project — including client repos that shouldn't see it. Experimental skills dropped into a project to try them out get accidentally committed via git. No way to say "this config belongs here, not there."
  • No layering. Team has shared rules; you want personal additions on top. Composing them per repo is manual, so nobody bothers.
  • No lineage. Fork a team skill, customize for your style, push improvements back? Manual copy-paste, no record of what diverged.
  • Cleanup is impossible. Tried an experimental config; now hunting through 3 tool directories and 6 files.

How csaw works

The model

A source is a git repo (or local directory) of AI config — instructions, rules, agents, skills, MCP files. A project mounts files from one or more sources via symlinks. The mount is reversible, live (edits to a mounted file propagate instantly), and invisible to the project's git.

your-registry/                         your-project/
  AGENTS.md                     ──→      AGENTS.md (symlink)
  rules/                                 .claude/rules/
    go-conventions.md           ──→        go-conventions.md (symlink)
  agents/                                .claude/agents/
    code-reviewer.md            ──→        code-reviewer.md (symlink)
  skills/                                .claude/skills/
    code-review/SKILL.md        ──→        code-review/SKILL.md (symlink)
  mcp/                                   .mcp.json (symlink)
    claude-code.json            ──→

Layer multiple sources with priority. Mark files protected so lower-priority sources can't override them. Pin a source to a branch or tag for one project. Fork a file from one source into another. Audit a project to confirm the right context is active and nothing forbidden is mounted.

The full stack

Imagine you're a software engineer in a department of teams in a company with engineering standards. Your AI workspace has four layers, each owned by someone different:

sources
  company    [priority 100, protected]   AGENTS.md, security rules
  department [priority  80, protected]   PR-workflow skill
  team       [priority  50]              Go conventions, code-review
  personal   [priority  10]              debugging, note-capture
                                                │
                                                │  composed into
                                                ▼
  your-project/        ← live symlinks into all four sources
  your-other-project/  ← same composition, also live
  …every repo you work in

What each layer gives you:

  • Company (mandatory, protected). Engineering standards that apply to every repo. Marked protected so no lower layer can silently shadow them. Updated centrally — every repo you've mounted in sees the change on the next csaw pull.
  • Department (mandatory, protected). Cross-team conventions like a PR-workflow skill. Higher priority than team, also protected. Add it later without rewriting anything below it.
  • Team (shared, not protected). Your team's rules and skills, reused across every repo your team owns. Edit once in the team source, every team repo sees it instantly.
  • Personal (just you). Your own debugging skills, note-capture preferences, anything personal. Symlinked into every project but hidden from git — never committed, never visible to teammates, never in any repo.

Two properties emerge from stacking these that no single layer would give you on its own:

  • Always in sync. Because mounted files are symlinks, every layer updates live across every repo that consumes it. No PR fan-out, no manual copy, no "we forgot to update repo seven."
  • Properly governed. Because layers have explicit priority and some files are protected, the company and department mandates can't be silently overridden by a team or personal layer. csaw audit proves it in CI.

These four tiers form one vertical hierarchy — each layer nests inside the one above it (your team is in your department is in your company). They're not a fixed schema. You can also add horizontal sources that cut across the org chart, opted into by responsibility rather than position.

Example: as a staff engineer, you want every repo you touch — regardless of team — to have cost-awareness rules and cost-analysis skills. That concern isn't company-wide, isn't team-specific, isn't purely personal — it's shared with other staff engineers and managers who have similar responsibilities. Add a staff-eng source at whatever priority fits, and only the people who need it mount it.

Other horizontal sources you might add: client (for consultants — must not bleed across projects), community (open-source skill libraries), incident-response (for on-call rotations), security-team (for security-sensitive reviews).

The two roles

  • Maintainer — owns a source. Curates its files, defines its profiles, marks protected files, accepts contributions back. One per source.
  • Consumer — adds the source (csaw source add), activates a profile (csaw use), pulls updates (csaw pull). Never edits the source they consume.

A single person can play both roles across different sources (you maintain personal, you consume team). For csaw to work in your org, you need exactly one maintainer per shared source — everyone else can be passive.

The three config files

File Where Purpose Edited by
csaw.yml inside a source registry Defines that source's profiles and protected files Source maintainer
.csaw/policy.yml inside a project repo (committed) Declares what context the project requires/blocks/audits Project lead
~/.csaw/config.yml each developer's machine Personal: which AI tools you use, which sources you've added Each user, locally

When each file appears in the walkthrough below, this is what it is. They are three different files with three different lifecycles — don't conflate them.

Why not just commit your AI config to the project?

If a context file belongs to one repo and is safe to commit there, commit it. csaw is for the cases that don't fit:

  • Multiple repos sharing the same standards, without copy-paste drift between them.
  • Personal additions layered on top of team config, without polluting the project repo for everyone else.
  • Client isolation — keeping personal MCP servers, notes integrations, and one client's config out of another client's project.
  • Non-overridable mandates — a security or platform team publishing rules that lower layers can't silently shadow, with audit catching drift.
  • Cross-tool projection — write the file once, project it into .claude/, .cursor/, .opencode/, .codex/ automatically.

Each section below earns its keep against this question. Mounted files are invisible to the project's git; unmount removes every symlink and restores any originals.


Install

uv tool install csaw
Other install methods
# macOS / Linux
brew install --cask NicholasCullenCooper/tap/csaw

# Windows
scoop bucket add csaw https://github.com/NicholasCullenCooper/scoop-bucket
scoop install csaw

# pipx
pipx install csaw

# Go from source
go install github.com/NicholasCullenCooper/csaw/cmd/csaw@latest

macOS note (Homebrew): If you see "Apple could not verify", run:

xattr -d com.apple.quarantine "$(which csaw)"

This is normal for unsigned CLI tools distributed via Homebrew casks.


Starting a New Project

You have a brand new repo with no AI config. Create a personal registry:

csaw init ~/my-ai-config
✔ initialized registry "my-ai-config"

╭─────────────────────────────────────────────────────╮
│  Register as a source?                              │
│  ▸ Yes       No                                     │
╰─────────────────────────────────────────────────────╯

✔ registered source "my-ai-config" with priority 10

This creates a ready-to-use registry:

~/my-ai-config/
  csaw.yml              ← default profile
  .csawignore           ← hides skills/experimental/** by default
  AGENTS.md             ← your coding rules
  rules/                ← always-on standards
  agents/               ← subagent definitions
  skills/
    code-review/SKILL.md
    commit-message/SKILL.md
    experimental/       ← work-in-progress skills

Now activate it in your project:

cd ~/my-project
csaw use my-ai-config/default
╭──────────────────────────────────────────────────╮
│                                                  │
│  mounted                                         │
│                                                  │
│  my-ai-config                                    │
│   ✔ AGENTS.md                                    │
│   ✔ .claude/skills/code-review/SKILL.md          │
│   ✔ .claude/skills/commit-message/SKILL.md       │
│                                                  │
│  3 files mounted · 1 tool dirs                   │
│                                                  │
╰──────────────────────────────────────────────────╯

Your project now looks like this:

my-project/
  src/
  package.json
  AGENTS.md                              ← symlink to ~/my-ai-config/AGENTS.md
  .claude/
    skills/
      code-review/SKILL.md               ← symlink
      commit-message/SKILL.md            ← symlink

Open Claude Code (or Cursor, Codex, Copilot) — it finds the files automatically. Run git status — nothing shows up. The files are hidden via .git/info/exclude.


I Already Have an AGENTS.md

You have an existing project with AI config files scattered around — an AGENTS.md, maybe some skills in .claude/skills/. You want to pull them into a registry instead of leaving them committed.

cd ~/my-project
csaw init --adopt ~/my-ai-config
╭───────────────────────────────────────╮
│                                       │
│  adopted 3 files                      │
│                                       │
│   ✔ AGENTS.md                         │
│   ✔ skills/testing/SKILL.md           │
│   ✔ rules/go.md                       │
│                                       │
╰───────────────────────────────────────╯

csaw scans your project, finds AI config files, and copies them into the new registry with the correct structure. It reverses the projection — .claude/skills/testing/SKILL.md becomes skills/testing/SKILL.md in the registry, .claude/rules/go.md becomes rules/go.md, .claude/agents/reviewer.md becomes agents/reviewer.md.

Now you can delete the originals from your project, register the source, and activate it instead:

csaw source add personal ~/my-ai-config --priority 10
csaw use personal/default

Using a Team Source

Your team keeps shared AI config in a git repo. One command to get it:

csaw source add team git@github.com:your-org/ai-config.git
✔ registered source "team"
✔ cloned team

csaw auto-clones the repo. Now activate a named work mode:

cd ~/my-project
csaw profile list
csaw use team/backend

team/backend means: use the backend profile from the configured team source. Your project gets the team's AGENTS.md, skills, and rules — all symlinked. Every repo on the team can activate the same named mode. When someone updates the team config:

csaw pull team
# ✔ pulled team

Every project sees edits to already-mounted files instantly through the symlinks. If the update added new files, rerun the same activation command to add the new symlinks.


Composing Multiple Sources

You want company standards, team conventions, and your personal preferences composed into every repo — with priority and protection in the right places.

Adding a source only makes it available. It does not activate that source in a project. The active context is whatever csaw use last mounted, and you can verify it with csaw inspect or csaw audit.

csaw source add company git@github.com:your-org/eng-standards.git --priority 100
csaw source add team git@github.com:your-team/ai-config.git --priority 50
csaw init ~/my-ai-config
csaw source add personal ~/my-ai-config --priority 10

Activate one source's profile and only that gets mounted:

csaw use team/backend

That activates the backend profile from team, not every configured source. To compose multiple sources into one work mode, define a named profile in your personal source's csaw.yml:

work:
  description: Company standards + team backend + my personal helpers
  extends:
    - company/required
    - team/backend
  include:
    - skills/debugging/**
    - skills/note-capture/**

Then activate it:

csaw use personal/work

Because this profile lives in the personal source, skills/debugging/** resolves to personal/skills/debugging/**. company/required and team/backend remain source-qualified. The only string you type day-to-day is personal/work.

For one-off debugging, the raw pattern command still exists:

csaw mount paths 'company/**' 'team/**' 'personal/skills/**'

It is the advanced escape hatch, not the normal workflow.

Consultant variant: client isolation

If you're a contractor or consultant, the same compose-and-activate pattern applies — substitute client sources for company+team, and pair activation with project policy that blocks other clients:

csaw source add client-acme git@github.com:acme/ai-config.git --priority 50

Define a profile in your personal source bundling the client with safe-for-client helpers:

acme-work:
  description: Acme config plus my safe-for-client helpers
  extends:
    - client-acme/backend
  include:
    - skills/code-review/**
    - skills/debugging/**

In the project, declare what's required and what's forbidden:

required_sources:
  - client-acme
blocked_sources:
  - client-globex
  - personal-experimental
blocked_kinds:
  - mcp
required_kinds:
  - instructions
csaw audit --strict

The contractor's case is the same composition pattern as the canonical — project policy is what does the isolation work.

What if two sources provide the same file?

Priority decides. Higher number wins.

csaw inspect
Sources
  company  (remote, priority 100) → ~/.csaw/sources/company
  team     (remote, priority 50)  → ~/.csaw/sources/team
  personal (local,  priority 10)  → ~/my-ai-config

You can set priority on any source:

csaw source add personal ~/my-config --priority 10
csaw source add team git@github.com:org/config.git --priority 50    # team wins over personal on overlap
csaw source add company git@github.com:org/standards.git --priority 100  # company wins over both

Protected files in higher-priority sources can't be overridden by lower layers at all (see Protected Files below).

If two sources have the same priority and provide the same file, csaw errors and tells you to resolve it explicitly.


Protected Files

When a source needs to enforce that certain files cannot be overridden — company-wide security rules, a department's mandatory PR-workflow skill, a client's required AGENTS.md — mark them as protected in that source's csaw.yml:

csaw:
  protected:
    - AGENTS.md
    - rules/security.md

backend:
  include:
    - AGENTS.md
    - rules/**

When a file is protected:

  • Priority is bypassed. Even if personal has priority 100, the protected source wins for that file.
  • Fork is refused. csaw fork client-acme/AGENTS.md --into personal returns an error.
  • Protection is visible. csaw inspect marks protected files with a * under the source.
  • Protection is verified. csaw records a SHA-256 hash for protected mounts and csaw check / csaw audit detect content drift.

This is the mechanism for layered governance — let any upstream source (company, department, team, or client) publish required files, layer personal preferences on top, and csaw won't let the personal layer break the protected ones.

Protection is local assurance, not hard enforcement. csaw prevents its own mechanisms from bypassing protected files and detects if protected mounted content no longer matches the mount-time hash. Remount to accept an intentional protected source update. csaw does not sandbox the machine or stop a user from manually editing files outside csaw.


Auditing Active Context

Create a starter policy:

csaw audit --init

Projects can declare local context requirements in .csaw/policy.yml. The canonical case is "this repo must mount the company and team sources, and not personal-experimental":

required_sources:
  - company
  - department
  - name: team
    url: git@github.com:my-team/ai-config.git
    ref: main
blocked_sources:
  - personal-experimental
required_kinds:
  - instructions
  - rules

Run audit before starting work, before handing off, or in local/CI checks:

csaw audit
csaw audit --strict
csaw audit --json

csaw audit checks active mount health, protected file content drift, required sources, required source URLs and project pins, blocked source patterns, blocked kinds, blocked mounted paths, and required artifact kinds. Default mode exits nonzero on errors. --strict also exits nonzero on warnings, including a missing project policy.

The ref field checks the project pin set by csaw pin team@main; it is not inferred from the source checkout's current branch. The JSON output is documented in docs/reference/audit-json.md.

This is local assurance, not hard prevention. csaw can tell you the right sources are active and forbidden ones are absent, but it does not sandbox your machine or stop a user from manually editing files.

Example client isolation policy:

required_sources:
  - name: client-acme
    url: git@example.com:org/client-acme-ai.git
    ref: approved
blocked_sources:
  - other-client-*
  - personal-experimental
blocked_kinds:
  - mcp
blocked_paths:
  - .claude/agents/**
required_kinds:
  - instructions
  - rules

Example team policy:

required_sources:
  - platform-team
blocked_sources: []
blocked_kinds: []
blocked_paths: []
required_kinds:
  - instructions
  - rules

Experimental Skills

Working on a new skill? Put it in skills/experimental/:

~/my-ai-config/
  skills/
    code-review/SKILL.md         ← stable, always mounted
    experimental/
      debug-strategy/SKILL.md    ← hidden from default mounts

The .csawignore file hides skills/experimental/** by default. To test an experimental skill:

csaw use personal/default --include-experimental

When you're confident it works, promote it:

csaw promote personal/skills/experimental/debug-strategy
# ✔ promoted debug-strategy from experimental to stable
#   Push: csaw push personal -m "promote debug-strategy"

This moves it from skills/experimental/debug-strategy/ to skills/debug-strategy/ — now it mounts by default.

To share a promoted skill with the team:

csaw fork personal/skills/debug-strategy/SKILL.md --into team
csaw push team -m "add debug-strategy skill"

Pulling Team Updates

A teammate updated the team's AGENTS.md. Get the latest:

csaw pull team
# ✔ pulled team

Since your project's AGENTS.md is a symlink to the team registry, edits to that file are visible instantly. If the team added new rules, skills, agents, or MCP files, rerun the profile activation to add those new symlinks.

What if I edited a mounted file?

If you edited AGENTS.md in your project, you actually edited the team registry (through the symlink). Now csaw pull detects uncommitted changes:

! team has uncommitted changes
  Commit:  cd ~/.csaw/sources/team && git add -A && git commit -m "..."
  Or stash: csaw pull team --stash

--stash stashes your changes, pulls, then pops the stash:

csaw pull team --stash
# ✔ pulled team

What if the team and I changed the same file?

If you have local commits and the remote has diverged:

! team has diverged (2 local, 5 remote commits)
  Resolve: cd ~/.csaw/sources/team && git pull --rebase

This is standard git — csaw tells you what happened and where to fix it. The registry is a normal git repo.


Sharing Your Changes

You updated a skill through a symlink (or edited the registry directly). Push it:

csaw push team -m "improve code review skill"
# ✔ pushed team

This runs git add -A && git commit && git push in the team registry. Your teammates pull the update with csaw pull.

If you're not sure and want to go through a PR instead:

csaw source clone team ~/Developer/team-config
cd ~/Developer/team-config
git checkout -b improve-code-review
# ... edit files ...
git add -A && git commit -m "improve code review"
git push -u origin improve-code-review
gh pr create

csaw source clone moves a remote source to a local directory for contribution. Now you can branch, PR, and collaborate like any codebase.


Testing a Branch

You want to try a feature branch of the team config without affecting other projects:

csaw pin team@feature/new-rules
csaw pull team
csaw use team/backend

This project now uses the feature/new-rules branch. Other projects stay on main. When you're done:

csaw unpin team
csaw pull team

Back to main.


Forking a Team File

You like the team's AGENTS.md but want to customize it. Fork it:

csaw fork team/AGENTS.md --into personal

This copies the file to your personal registry. Since personal has higher priority, your version gets mounted instead of the team's. The team original is untouched.


Switching Profiles

Activating a new profile replaces the previous one automatically:

csaw use team/backend
# ... working on backend ...

csaw use team/frontend
# previous mount removed, frontend mounted

To go back to what you had before:

csaw mount --restore

To add files on top of an existing mount without replacing:

csaw use personal/extras --keep

Clean Removal

csaw unmount

Every symlink is removed. If csaw stashed any original files during mount (because they existed before), they're restored. Your project is exactly as it was.

✔ 6 removed · 2 restored

  Remount: csaw mount --restore

The Kinds

csaw treats AI workspace artifacts as five distinct kinds, each with its own conventions and projection target:

Kind Registry path Projects to When loaded
Instructions AGENTS.md, CLAUDE.md Project root Every turn — always in context
Rules rules/*.md .claude/rules/, .cursor/rules/, etc. Every turn — always-on coding standards
Agents agents/*.md .claude/agents/, .cursor/agents/, etc. When invoked — specialized subagent personas
Skills skills/*/SKILL.md .claude/skills/, .opencode/skills/, etc. When relevant — on-demand procedural workflows
MCP mcp/*.json .mcp.json, .cursor/mcp.json, .vscode/mcp.json Session start — tool/data connectivity

Agents vs skills. Both are spawnable, both are markdown with frontmatter. The distinction: an agent defines a persona (a subagent with its own tools, scope, and prompt — Claude's .claude/agents/code-reviewer.md); a skill defines a procedure (a step-by-step workflow loaded only when relevant). Use agents when you want a specialist to take over for a focused task; use skills when you want guidance the main agent can pull in mid-task.

Rules vs instructions. Both are always loaded. The distinction is conventional: instructions (AGENTS.md) are the project-level summary every tool reads; rules are split-out always-on standards organized by topic (e.g., rules/go-conventions.md, rules/security.md).

You can mount selectively by kind:

csaw use team/backend --kind agents          # only agent definitions
csaw use team/backend --kind agents,skills   # agents and skills only
csaw use team/backend                        # all kinds

You write files once in your registry. csaw projects them into every tool's native directory. Mounted files are hidden from git via .git/info/exclude. Use csaw show <path> to make one visible, csaw hide <path> to hide it.

csaw inspect groups mounted files by kind within each source so you can see at a glance what's loaded.


Configuring Tools

If csaw can't auto-detect any tool directories in your project on first mount, it asks which AI tools you use:

╭──────────────────────────────────────────╮
│  Which AI tools do you use?              │
│                                          │
│  ● Claude Code                           │
│  ● Cursor                                │
│  ○ OpenCode                              │
│  ○ Codex                                 │
│  ○ Windsurf                              │
│                                          │
│  space toggle · enter confirm            │
╰──────────────────────────────────────────╯

This is saved to ~/.csaw/config.yml and applies to all projects. You can also set it directly:

csaw config set tools claude,cursor

Registry Structure

A csaw source is just a git repo with markdown files:

my-ai-config/
  csaw.yml              ← profiles (which files to mount)
  .csawignore           ← files hidden from default mounts
  AGENTS.md             ← project guidance (the standard)
  rules/                ← always-on coding standards
    go-conventions.md
    testing-standards.md
  agents/               ← subagent definitions (separate context windows)
    code-reviewer.md
    planner.md
  skills/               ← on-demand reusable workflows
    code-review/
      SKILL.md
    testing/
      SKILL.md
    experimental/       ← work in progress (hidden by .csawignore)
      new-idea/
        SKILL.md
  mcp/                  ← MCP server configs
    claude-code.json

Every file is standard markdown — usable with or without csaw.

Profiles

Profiles go in csaw.yml. They define which files to mount:

backend:
  description: Go backend development
  include:
    - AGENTS.md
    - rules/go-conventions.md
    - skills/code-review/**
    - skills/testing/**

frontend:
  extends: backend
  include:
    - rules/react-patterns.md
    - skills/react-testing/**

Profiles support glob patterns and inheritance. extends pulls in everything from the parent. A profile can also compose another source's profile by using a source-qualified parent:

backend-with-my-tools:
  extends:
    - team/backend
  include:
    - skills/debugging/**

If this profile lives in your personal source, skills/debugging/** resolves inside personal, while team/backend resolves inside the team source.


Full command reference

Commands

Command What it does
csaw init [dir] Scaffold a new registry. --adopt imports from existing project.
csaw source add name url Add a source (auto-clones remote). --priority n for conflicts.
csaw source remove name Remove a source.
csaw source clone name dir Clone remote source locally for contributing.
csaw source list List configured sources.
csaw profile list List available named work modes.
csaw profile show name Show the resolved profile recipe.
csaw use name Activate a named profile. Replaces previous mount.
csaw mount Interactive profile picker.
csaw mount profile name Mechanical equivalent of csaw use name.
csaw mount paths patterns Advanced: mount registry paths or globs directly.
csaw mount --profile name Backward-compatible named profile mount.
csaw mount --restore Re-mount the previous selection.
csaw unmount [patterns] Remove mounted files, restore originals.
csaw inspect Full state: sources, mounts, priorities, pins.
csaw audit [path] Audit active context against .csaw/policy.yml.
csaw audit --init [path] Write a starter .csaw/policy.yml.
csaw check Detect broken links, drifted links, and protected content drift.
csaw update Repair drifted links.
csaw diff path Diff a mounted file against its source.
csaw pull [source] Pull latest from remote sources. --stash for dirty state.
csaw push [source] -m "msg" Commit and push source changes.
csaw pin source@ref Pin source to a branch/tag for this project.
csaw unpin source Unpin, return to default branch.
csaw fork source/path Copy a file into another source. --into target.
csaw promote source/skills/experimental/name Promote experimental skill to stable.
csaw config set key value Set config (tools, default_fork_target).
csaw config list Show configuration.
csaw show / hide path Control git visibility of mounted files.
csaw status Quick summary.

Key Flags

Flag Commands What it does
--profile name mount Named profile to mount.
--kind list use, mount Filter by kind: agents, skills, rules, mcp, instructions (repeatable).
--force use, mount Overwrite conflicts, stash originals.
--keep use, mount Add to existing mount instead of replacing.
--tools list use, mount Target tools (e.g., --tools claude,cursor).
--restore mount Re-mount previous selection.
--include-experimental use, mount Include experimental skills (hidden by .csawignore).
--strict audit Fail on warnings as well as errors.
--json audit Emit a machine-readable audit report.
--init audit Write a starter .csaw/policy.yml.
--force audit Overwrite an existing policy when used with --init.
--adopt init Import existing AI config from current project.
--stash pull Stash uncommitted changes before pulling.
--priority n source add Source priority (higher wins on conflict).
--into source fork Target source to fork into.

Contributing

See CONTRIBUTING.md for workflow, validation, and repo standards.

License

MIT

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

csaw-0.5.0-py3-none-win_arm64.whl (11.9 MB view details)

Uploaded Python 3Windows ARM64

csaw-0.5.0-py3-none-win_amd64.whl (12.8 MB view details)

Uploaded Python 3Windows x86-64

csaw-0.5.0-py3-none-musllinux_1_2_x86_64.whl (12.4 MB view details)

Uploaded Python 3musllinux: musl 1.2+ x86-64

csaw-0.5.0-py3-none-musllinux_1_2_aarch64.whl (11.7 MB view details)

Uploaded Python 3musllinux: musl 1.2+ ARM64

csaw-0.5.0-py3-none-manylinux_2_17_x86_64.whl (12.4 MB view details)

Uploaded Python 3manylinux: glibc 2.17+ x86-64

csaw-0.5.0-py3-none-manylinux_2_17_aarch64.whl (11.7 MB view details)

Uploaded Python 3manylinux: glibc 2.17+ ARM64

csaw-0.5.0-py3-none-macosx_11_0_arm64.whl (11.9 MB view details)

Uploaded Python 3macOS 11.0+ ARM64

csaw-0.5.0-py3-none-macosx_10_9_x86_64.whl (12.6 MB view details)

Uploaded Python 3macOS 10.9+ x86-64

File details

Details for the file csaw-0.5.0-py3-none-win_arm64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-win_arm64.whl
  • Upload date:
  • Size: 11.9 MB
  • Tags: Python 3, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-win_arm64.whl
Algorithm Hash digest
SHA256 86a4001d973bab504ec33019185e508b59183d30c40287554b308d886e84c808
MD5 866ef181026d3d9f75716cc7971eaac9
BLAKE2b-256 792a6769f0132c7e2dbc55600c93464c0e96348057bd9c91e08dea51469b8f21

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-win_arm64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-win_amd64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-win_amd64.whl
  • Upload date:
  • Size: 12.8 MB
  • Tags: Python 3, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-win_amd64.whl
Algorithm Hash digest
SHA256 6f9bc3edbb1d68b2b36a4f14b7b55c18248f2f9bef3f4fefa8c41d3f11492997
MD5 5cc46d32d74bc16bc2c37fe9e81ec541
BLAKE2b-256 43c875f2e49bcdc11d42078c2a4480e70e15edb1bd9d45c6da761377237d65bc

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-win_amd64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-musllinux_1_2_x86_64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-musllinux_1_2_x86_64.whl
  • Upload date:
  • Size: 12.4 MB
  • Tags: Python 3, musllinux: musl 1.2+ x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 6b0786fea06c717cded1dc9b3b2a58e81c69a57f7cfa5289b96a2296582a6a66
MD5 0bf1540558a082764995543edb7d4f93
BLAKE2b-256 5a089ffd3f98d6c1020d074d7bd11de7998b1de00a849862127abda396ce9900

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-musllinux_1_2_x86_64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-musllinux_1_2_aarch64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-musllinux_1_2_aarch64.whl
  • Upload date:
  • Size: 11.7 MB
  • Tags: Python 3, musllinux: musl 1.2+ ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 a0aeff535b4a17cae4b8cf66032df32ead46482c5a71c4c9061216aa9da9ecb7
MD5 b4e64f730cb08c971413f211ecc62131
BLAKE2b-256 54ce307ee8a1bcf4b0877d42a11547cbf7991c8db2bc59184800fe5a0f127832

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-musllinux_1_2_aarch64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-manylinux_2_17_x86_64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-manylinux_2_17_x86_64.whl
  • Upload date:
  • Size: 12.4 MB
  • Tags: Python 3, manylinux: glibc 2.17+ x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 d3fd6b9a125aaa40c1266cc072e0d3bc5b0b263279aa874c25c6cb725e3de28c
MD5 6566b71ab5d92bc944f0cafaaeeb86b8
BLAKE2b-256 4b94f33bde31b73172b0d4d94391424c6c032b1625bbd658f72269ebadc237fa

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-manylinux_2_17_x86_64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for csaw-0.5.0-py3-none-manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 70218afdbdecb08d454efef86076e09dd54fa6d1c87777f8f76dc35f412b7e91
MD5 16e26f7a7cb2c13da41cb6fc9b04e533
BLAKE2b-256 6bebaf3e30af131956e1b5862f7e7e74e432a309142cfd8fccf04039fc99d10a

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-manylinux_2_17_aarch64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-macosx_11_0_arm64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 11.9 MB
  • Tags: Python 3, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 64835c497f2a72d47952cd595a77946910b73393d2640eeb263e9804695f48fa
MD5 f818554e352ad612bbfb1dc2e3c76014
BLAKE2b-256 0b32d08ca3489ec995704a8d14be7dd08173b724d500fe60d7f4d75ce83a41e2

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-macosx_11_0_arm64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file csaw-0.5.0-py3-none-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: csaw-0.5.0-py3-none-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 12.6 MB
  • Tags: Python 3, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for csaw-0.5.0-py3-none-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 3c9def6d630ef6525c38c29fd8235f1f616d99ba8ee0f5578e6a583768227e49
MD5 0cf84f342ad47fdc58eab9b44edd94cc
BLAKE2b-256 8f3ebd26d65002b070a505d66fede28c01f8b8427b7f849d44124e139c5ca781

See more details on using hashes here.

Provenance

The following attestation bundles were made for csaw-0.5.0-py3-none-macosx_10_9_x86_64.whl:

Publisher: release.yml on NicholasCullenCooper/csaw

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page