rosary

Experimental software. APIs, schemas, and behaviors change without notice. Use at your own risk. Contributions welcome — expect rough edges.

Autonomous work orchestrator for AI agents across multiple code repos. Local-first, open source.

Rosary structures work as beads — small, trackable units stored in each repo (a local SQLite beads.db, or a per-repo Dolt server where concurrent access is needed). A reconciliation loop scans for ready beads, dispatches AI agents (Claude, Gemini) to execute them in isolated workspaces, verifies the results, and syncs status to Linear for human review.

The human reviews 5-10 feature PRs a day. The agents handle the atoms.

How it works

graph LR
    A[Scan repos] --> B[Triage & prioritize]
    B --> C[Dispatch to agent]
    C --> D[Agent works in<br/>isolated workspace]
    D --> E{Verify}
    E -->|pass| F[Close bead]
    E -->|fail| G[Retry with backoff]
    E -->|deadletter| H[Flag for human]
    G --> C

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Bead lifecycle

stateDiagram-v2
    [*] --> open
    open --> dispatched: agent assigned
    dispatched --> verifying: agent completes
    verifying --> done: checks pass
    verifying --> open: retry
    verifying --> blocked: deadlettered
    blocked --> open: human /resume

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Issue tracking with beads

Work items live in each repo as beads — an AI-native issue tracker. Rosary reads and writes beads in-process via its own stores: over the MySQL wire to a per-repo Dolt server when .beads/dolt/ exists, otherwise directly against a local SQLite beads.db. The bd CLI is not required or invoked either way (see ADR-0014).

Beads are organized into threads (ordered progressions of related work) and decades (ADR-level groupings) via the BDR harmony lattice.

# Beads are managed via rosary's MCP tools or CLI:
rsry bead create "Fix auth bug" --priority 1 --issue-type bug --files src/auth.rs
rsry bead list
rsry bead search "auth"
rsry bead close rsry-abc123          # requires a close condition (acceptance_criteria / test command)
rsry bead close rsry-abc123 --force  # override (legacy / non-impl beads)

Capture beads from any provenance

# Transcript → BeadSpecs (Session provenance)
rsry capture --from-session sessions/2026-04-29.md --commit

# Source file → BeadSpecs (Code provenance, optionally scoped to a symbol)
rsry capture --from-code rosary src/bead.rs --symbol BeadSpec --commit

# Markdown ADR → beads + Rust stubs for design review
rsry decompose docs/adr/0009-feature.md --stub-output .

Getting started

task build    # requires Task (taskfile.dev)
task test

# Register repos to watch
rsry enable ~/code/my-app
rsry enable ~/code/my-lib

# See what's ready
rsry status

# Dry run — see what would be dispatched
rsry run --once --dry-run

# Real run — dispatch agents, verify, close
rsry run --once --concurrency 3

# Continuous loop
rsry run

Use task build / task test instead of raw cargo — the Taskfile sets PKG_CONFIG_PATH for the fuse-t dependency via ley-line.

Use rosary as just a task tracker (optional)

You don't have to run the dispatch loop to get value. The bead surface stands on its own — rsry bead * CLI subcommands, the MCP server (rsry serve --transport stdio), and Linear sync all work whether or not rsry run is going.

If you just want issue tracking — backed by Dolt, queryable via MCP, optionally synced to Linear — install the binary and skip straight to rsry enable + rsry bead. Two install paths:

macOS (full install — codesigns binary + sets up an HTTP MCP launchd service):

task build
task install                                 # macOS-specific: codesigns + launchd; binary lands at ~/.local/bin/rsry

Linux / Windows / any platform (build + copy; skips the macOS-only codesign + launchd steps):

cargo build --release
mkdir -p ~/.local/bin && cp target/release/rsry ~/.local/bin/rsry   # or any directory on $PATH

Then on any platform:

# Register your repos for tracking (you can start the dispatch loop later)
rsry enable ~/code/my-app

# Create / search / update / close beads via CLI
rsry bead create "Refactor auth module" --priority 1 --type task --files src/auth.rs
rsry bead list
rsry bead search "auth"
rsry bead close rsry-abc123 --force          # `--force` skips the close-condition gate

# Or wire rosary as an MCP server in your AI client (Claude Code, etc.)
rsry serve --transport stdio                 # exposes 40 bead/thread/decade tools

# Optionally sync to Linear for human review (read+write, bidirectional)
rsry sync                                    # one-shot
rsry serve --transport http --port 8383      # also receives Linear webhooks

Future: an explicit --no-default-features --features task-tracker-only build that compiles the dispatch + reconciler modules out entirely (for a smaller cross-platform binary) is tracked under rosary-ef101c — until that lands, the dispatch modules are always compiled in, and you simply choose whether to run the loop.

MCP server

Rosary exposes 40 tools as MCP. Any AI agent or human with an MCP client can scan beads, dispatch work, manage threads, and track progress.

# Add to Claude Code (one-time)
claude mcp add -s user rsry -- rsry serve --transport stdio

# Or run as HTTP server
rsry serve --transport http --port 8383

40 tools across eight categories:

Category	Tools
Beads	rsry_bead_create, rsry_bead_update, rsry_bead_search, rsry_bead_close, rsry_bead_link, rsry_bead_import
Comments	rsry_bead_comment, rsry_bead_comment_list, rsry_bead_comment_update, rsry_bead_comment_delete (audit-trail preserved; hard-delete CLI-only)
Status	rsry_status, rsry_list_beads, rsry_scan, rsry_active, rsry_bead_history
Dispatch	rsry_dispatch, rsry_run_once, rsry_decompose, rsry_pipeline_upsert, rsry_pipeline_query, rsry_dispatch_record, rsry_dispatch_history, rsry_agent_run_event_record, rsry_agent_run_events, rsry_agent_session_addresses, rsry_agent_session_message_record
Review	rsry_review, rsry_ticket_load
Workspaces	rsry_workspace_create, rsry_workspace_checkpoint, rsry_workspace_cleanup, rsry_workspace_merge
Hierarchy	rsry_decade_list, rsry_decade_create, rsry_thread_list, rsry_thread_create, rsry_thread_assign, rsry_thread_reparent
Repos	rsry_repo_register, rsry_repo_list

Config

See docs/CONFIGURATION.md for the full reference.

# ~/.rsry/config.toml

[[repo]]
name = "my-app"
path = "~/code/my-app"

[[repo]]
name = "my-lib"
path = "~/code/my-lib"

[linear]
team = "ENG"

[backend]
provider = "dolt"
path = "~/.rsry/dolt/rosary"

[compute]
backend = "local"   # or "sprites" for remote containers

Compute providers

Agents run in isolated workspaces (jj preferred, git worktree fallback). The compute backend is pluggable:

Provider	What	Config
local	Host subprocess (default)	none
sprites	sprites.dev containers	SPRITES_TOKEN env var

Linear integration

Bidirectional sync — beads are source of truth, Linear is the UI. Threaded beads sync as sub-issues.

rsry sync --dry-run    # preview
rsry sync              # push + pull + reconcile

Webhooks for real-time updates: rsry serve --transport http exposes:

• /webhook — Linear bead status sync
• /webhook/github — GitHub merge events advance the linked bead and unblock dependents

GitHub integration

rsry sync --github     # mirror bead context (id, title, status, file scopes) to PR comments

The merge webhook closes the bead and unblocks its dependents when the linked PR lands.

Encrypted notes (scoped, per-host)

Notes live under notes/<scope>/ encrypted with age. Each scope has a .recipients file listing the public keys allowed to decrypt. Different machines see different scopes naturally because they hold different unwrap keys.

# Re-encrypt every note in `notes/work/` for an updated recipient list
rsry notes rotate --scope work --add-recipient age1abc...

Refuses to rotate to an empty recipient list (would brick the scope). Atomic writes — partial failures don't corrupt files.

Plugin system

Plugins extend rosary along a kind axis declared in ~/.rsry/plugins/*.toml or <repo>/.rosary/plugins/*.toml:

Kind	Purpose
hook	Pipeline hook (default) — runs at pipeline.triage / verify / close
mcp	Outbound MCP server — rosary connects as a client (planned)
dispatch	Alternative AgentProvider (e.g. local model, sprites)
state_sink	Mirrors bead state to an external system (planned)

Verify-tier plugins can return a coverage: f64. When a bead has doc_coverage_min in its success criteria, rosary fails the gate if the plugin reports coverage below the threshold (e.g. assay for doc-coverage delta).

# File P3 chore beads for stale markdown→code refs reported by `assay.scan` plugins
rsry scan --assay

Verification

After an agent completes, rosary runs tiered checks:

1. Did it commit something?
2. Does it compile?
3. Do tests pass?
4. Does the linter approve?
5. Is the diff a reasonable size?

Failed checks trigger retry with backoff. After 5 failures or 3 regressions, the bead is deadlettered for human attention.

Self-management

Rosary manages its own development. It scans its own repo, dispatches agents to fix its own bugs, and verifies the results. The plumbing works — proving it at scale is ongoing.

Architecture

See docs/ARCHITECTURE.md for the full technical picture, docs/CONFIGURATION.md for config reference, and docs/glossary.md for terminology (beads, decades, threads, triage, etc.).

Build

task build     # debug build with fuse-t support
task test      # run tests
task lint      # fmt + clippy
task all       # fmt + check + lint + test

Pre-commit hooks enforce cargo fmt and cargo clippy on every commit.

Build prereqs:

• Rust toolchain (rustup) and cargo
• The capnp schema compiler (brew install capnp / apt-get install capnproto) — build.rs invokes it to generate Rust bindings from schemas/cloister.capnp.

Building the image

task image produces a distroless OCI image tagged rosary:0.2.0 — the exact tag cloister's cluster.capnp pins for the rosary bundle. The image's default CMD matches cluster.capnp's launch args (mcp --ipc-socket /run/cloister-uds/rosary.sock).

task image          # krust musl cross-compile + docker COPY
task image:smoke    # verify the binary runs inside the distroless image

The pipeline is two steps:

1. krust + cargo-zigbuild cross-compiles rsry to aarch64-unknown-linux-musl (target/krust/.../release/rsry, ~19MB static).
2. image.Dockerfile drops that binary onto gcr.io/distroless/static-debian12:nonroot (no shell, no package manager, nonroot uid 65532) — a single COPY, no Rust toolchain in the container.

Pattern adopted from ley-line-open after its melange/apko path stalled on Apple Silicon (precedent: ley-line-open-2b255c). The melange.yaml and apko.yaml files are retained for reference; task apk still wires them but is no longer the recommended path.

License

AGPL-3.0