Skip to main content

Interactive document sessions with AI agents

Project description

agent-doc

Interactive document sessions with AI agents.

Edit a markdown file, press a hotkey, and the tool diffs your changes, sends them to an AI agent, and writes the response back into the document. The document is the UI.

Alpha Software — actively developed; APIs and frontmatter format may change between versions.

Single-user only. agent-doc operates on the local filesystem with no access control. Use a private git repository. See the Security section for details.

Install

curl -fsSL https://raw.githubusercontent.com/btakita/agent-doc/main/install.sh | sh

Alternatives:

# From crates.io
cargo install agent-doc

# From PyPI
pip install agent-doc

# From source
cargo build --release
cargo install --path .

Quick Start

# 1. Initialize project (creates .agent-doc/ and installs SKILL.md)
agent-doc init

# 2. Scaffold a session document
agent-doc init session.md "My Topic"

# 3. Claim the document to the current tmux pane
agent-doc claim session.md

# 4. Route hotkey triggers to the correct tmux pane
agent-doc route session.md

# 5. Run: diff, send to agent, write response back
agent-doc run session.md

The typical edit cycle: write in your editor, trigger agent-doc route <file> via a hotkey, the agent responds in the same document.

Key Features

  • Template mode — named component regions (<!-- agent:name -->) updated independently; inline attrs (patch=, max_lines=) > components.toml > built-in defaults
  • CRDT merge — yrs-based conflict-free merge for concurrent edits between agent writes and user edits
  • IPC-first writes — socket IPC (Unix domain sockets); editor plugin receives JSON patches instead of file overwrites; preserves cursor position, undo history, and avoids "externally modified" dialogs
  • Tmux routing — persistent Claude Code sessions per document; route dispatches to the correct pane or auto-starts one; reconciler always runs (no early exits) handling 0/1/2+ panes uniformly
  • Streaming — real-time CRDT write-back loop (agent-doc stream) with optional chain-of-thought routing
  • Parallel fan-out — independent git worktrees per subtask, each with its own Claude session (agent-doc parallel)
  • Editor plugins — JetBrains and VS Code plugins for hotkey integration and IPC writes
  • Watch daemon — auto-submit on file change with debounce and reactive mode for stream documents
  • Linked resourceslinks frontmatter field for local files and URLs; URL content fetched, converted HTML→markdown via htmd, cached, and diffed on each preflight
  • Session logging — persistent logs at .agent-doc/logs/<session-uuid>.log for debugging session crashes and restarts
  • Git integration — auto-commit each run; squash history with agent-doc clean
  • Bulk resync — validates session state and fixes stale/orphaned panes in 2 subprocess calls instead of ~20-40; --fix --session <name> relocates WrongSession panes via join-pane instead of killing them
  • Column memory.agent-doc/last_layout.json remembers column→agent-doc mapping; preserves 2-pane tmux layout when one editor column switches to a non-agent file
  • Stash + rescue — replaced panes are stashed (alive in background); stash rescue brings them back when the user switches to that document again
  • Startup lock.agent-doc/starting/<hash>.lock with 5s TTL prevents double-spawn when sync fires twice in quick succession
  • Component-aware baseline guard — detects stale baselines by comparing append-mode components only; user edits to replace-mode components (status, pending) don't trigger false positives
  • Hook system — cross-session event coordination via agent-doc hook fire/poll/listen/gc; integrates with Claude Code hooks via PostToolUse bridge
  • Slash command dispatchpreflight extracts slash commands from user-added diff lines (parse_slash_commands); the SKILL executes them before responding; guards exclude code fences, blockquotes, and non-added lines
  • Dedupe stale patch cleanup — after removing duplicate blocks, dedupe also deletes the stale .agent-doc/patches/<hash>.json to prevent the plugin's startup scan from re-applying removed content

Architecture

The binary owns all deterministic behavior: component parsing, patch application, CRDT merge, snapshot management, git operations, tmux routing, and IPC writes. The SKILL.md Claude Code skill is the non-deterministic orchestrator — it reads the diff, generates responses, and decides what to write.

Binary vs. Agent Responsibility:

Responsibility Owner Why
Component parsing, patch application, mode resolution Binary (Rust) Deterministic, testable, consistent across agents
CRDT merge, snapshot management, atomic writes Binary (Rust) Concurrency safety requires flock + atomic rename
Diff computation, comment stripping, truncation detection Binary (Rust) Reproducible baseline comparison
Git operations (commit, history, clean) Binary (Rust) Direct std::process::Command calls
Tmux routing, session registry, pane management Binary (Rust) Process-level coordination
Pre-response snapshots, undo, extract, transfer Binary (Rust) File-level atomicity
Boundary marker lifecycle (insert, reposition, cleanup) Binary (Rust) Deterministic, all write paths need it
Reading diff, interpreting user intent Skill (SKILL.md) Requires LLM reasoning
Generating response content Skill (SKILL.md) Non-deterministic
Deciding what to write to which component Skill (SKILL.md) Context-dependent
Streaming checkpoints, progress tracking Skill (SKILL.md) Response-generation timing
Pending item management (parse, populate, process) Skill (SKILL.md) Semantic understanding of prompts

See CLAUDE.md for the full module layout, stream mode details, and release process.

Supported Editors

JetBrains (IntelliJ, PyCharm, etc.)

agent-doc plugin install jetbrains

Or install from JetBrains Marketplace. Configure an External Tool: Program=agent-doc, Args=run $FilePath$, Working dir=$ProjectFileDir$. Assign a keyboard shortcut.

VS Code

agent-doc plugin install vscode

Or install from the VS Code Marketplace. Add a task with "command": "agent-doc run ${file}" and bind it to a keybinding.

Vim/Neovim

nnoremap <leader>as :!agent-doc run %<CR>:e<CR>

Domain Ontology

agent-doc extends the existence kernel vocabulary with domain-specific terms.

Document Lifecycle

Term Definition
Session A persistent conversation between a user and an agent, identified by UUID. Stored in frontmatter as agent_doc_session.
Document A markdown file that serves as the UI for a session. Contains frontmatter, components, and user/agent content.
Snapshot A baseline copy of the document at a known state. Used for diff computation and CRDT merge.
Component A named region in a template document (<!-- agent:name -->...<!-- /agent:name -->). Targeted by patch blocks.
Boundary A marker (<!-- agent:boundary:hash -->) that separates committed content from uncommitted user edits.
Exchange The shared conversation surface where user and agent write inline. A component with patch=append.

Pane Lifecycle

Term Definition
Binding The document→pane association stored in sessions.json. Created by claim (explicit) or auto_start (automatic). One document per pane.
Reconciliation The process of matching editor layout to tmux layout. Performed by sync. Stashes unwanted panes, provisions missing ones.
Provisioning Creating a new tmux pane and starting a Claude session for a document. Performed by route::auto_start. The normal path for new documents — sync triggers provisioning when it finds a session UUID with no registered pane.
Initialization Assigning a session UUID, creating a snapshot, and committing to git. Performed by ensure_initialized(). Called from claim, preflight, and sync's resolve_file.

Integration Layer

Term Definition
Route Resolve which tmux pane handles a file. Creates panes if needed (provisioning).
Sync Reconcile editor layout with tmux layout. The primary entrypoint from the JB plugin on every tab switch.
Claim Bind a document to a specific existing pane. Used for manual pane assignment; not needed in normal editor workflow (sync + auto_start handles it).

Interaction Model

Term Definition
Directive A signal that authorizes and requests action. User inputs like "do", "go", "yes" are directives. Classified as DiffType::Approval in preflight. The directive's brevity is independent of the expected execution thoroughness — quality processes always apply in full.
Cycle One round-trip: user edits -> preflight -> agent response -> write-back -> commit. Logged in .agent-doc/logs/cycles.jsonl with git state references for reproducibility.
Layout check Pre-agent tmux health inspection (check_layout()). Detects: missing window 0, non-idle stash panes, and session drift (registered panes spanning multiple tmux sessions). Reported as layout_issues[] in preflight JSON.
Session drift Condition where registered document panes span more than one tmux session. Detected by preflight's check_layout(). Fixed by agent-doc session set <N> to consolidate panes into the target session.
Diff The user's changes since the last snapshot. Classified by classify_diff() into a DiffType for skill routing. Comment-stripped before comparison.
Annotation A user edit to agent-written content (inline modification, colon-append). Classified as DiffType::Annotation.

Security

agent-doc is designed for single-user, local operation. All session data (documents, snapshots, exchange history) is stored on the local filesystem and committed to a git repository.

Current security model:

  • Single user only. There is no multi-user access control, authentication, or session isolation.
  • Private repo recommended. Session documents may contain sensitive content (correspondence, research, credentials in context). Use a private git repository.
  • Prompt injection risk. Content pasted into documents from external sources (emails, web pages, chat logs) could contain prompt injection attempts. The agent processes all document content as user input with no injection scanning.
  • --dangerously-skip-permissions exposure. When running with this flag (common in agent-doc sessions), the agent has full filesystem access. Injected prompts could read files or execute commands if not sandboxed.

Planned: Collaborative security for web/networked deployments (multi-user access control, session isolation, content scanning, compartmented access patterns).

License

Licensed under either of MIT or Apache-2.0 at your option.

Project details


Release history Release notifications | RSS feed

Download files

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

Source Distribution

agent_doc-0.33.3.tar.gz (827.4 kB view details)

Uploaded Source

Built Distributions

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

agent_doc-0.33.3-py3-none-win_amd64.whl (4.0 MB view details)

Uploaded Python 3Windows x86-64

agent_doc-0.33.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB view details)

Uploaded Python 3manylinux: glibc 2.17+ x86-64

agent_doc-0.33.3-py3-none-macosx_11_0_arm64.whl (3.7 MB view details)

Uploaded Python 3macOS 11.0+ ARM64

agent_doc-0.33.3-py3-none-macosx_10_12_x86_64.whl (4.1 MB view details)

Uploaded Python 3macOS 10.12+ x86-64

File details

Details for the file agent_doc-0.33.3.tar.gz.

File metadata

  • Download URL: agent_doc-0.33.3.tar.gz
  • Upload date:
  • Size: 827.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for agent_doc-0.33.3.tar.gz
Algorithm Hash digest
SHA256 979187e30cd2a34c2fb35cc924930118dc86e4d7b45ac6125b94387a7fdeaef8
MD5 a432535d99db8bee12e0467abc800c54
BLAKE2b-256 73be071a5b9ebc01c04a5bfbfd1296b6b3e335414094314698bdc79fe9d0115c

See more details on using hashes here.

Provenance

The following attestation bundles were made for agent_doc-0.33.3.tar.gz:

Publisher: pypi.yml on btakita/agent-doc

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

File details

Details for the file agent_doc-0.33.3-py3-none-win_amd64.whl.

File metadata

  • Download URL: agent_doc-0.33.3-py3-none-win_amd64.whl
  • Upload date:
  • Size: 4.0 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 agent_doc-0.33.3-py3-none-win_amd64.whl
Algorithm Hash digest
SHA256 3418c0c3221808be4d1caff4a949e9bb875607f4c903c3c53f098e087b6ca7d6
MD5 8b66802074f3f804ea31721b44461c65
BLAKE2b-256 bd82c229ed5801821e527b6e575e8cd68cfe2a8b21d46635b1f8a7e9dbd91852

See more details on using hashes here.

Provenance

The following attestation bundles were made for agent_doc-0.33.3-py3-none-win_amd64.whl:

Publisher: pypi.yml on btakita/agent-doc

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

File details

Details for the file agent_doc-0.33.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for agent_doc-0.33.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 59227ab55d0a25fb45d44ff10b885a5a2d6468c8bc8209c2d70d4720da44e68d
MD5 d237e08993399965dd97037a4c600312
BLAKE2b-256 13c8f12c5d8cc1b878d5960c255200eecbc00e112ba0fffe7d5a0e925f8c4b60

See more details on using hashes here.

Provenance

The following attestation bundles were made for agent_doc-0.33.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi.yml on btakita/agent-doc

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

File details

Details for the file agent_doc-0.33.3-py3-none-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for agent_doc-0.33.3-py3-none-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f4f6c42b200c155f24c493e4cdd52db8657690cbf7414a27279e5f27dabbaafe
MD5 dc076759e2e62f0df9d3ffc6d2b200a5
BLAKE2b-256 4e1393ebcb5f2f7d62f309752c56a355cca803260cf623a22104661ad4b05505

See more details on using hashes here.

Provenance

The following attestation bundles were made for agent_doc-0.33.3-py3-none-macosx_11_0_arm64.whl:

Publisher: pypi.yml on btakita/agent-doc

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

File details

Details for the file agent_doc-0.33.3-py3-none-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for agent_doc-0.33.3-py3-none-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 5175abb0989125780cc444e9d67a4a1e92b723883c09712d9e95963ac8333821
MD5 694392c773ac72a06beced488da52fcf
BLAKE2b-256 47f88f217898018b3c63a0aa48b966246f3ece871ae456dac42dcaa9d0218095

See more details on using hashes here.

Provenance

The following attestation bundles were made for agent_doc-0.33.3-py3-none-macosx_10_12_x86_64.whl:

Publisher: pypi.yml on btakita/agent-doc

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