Work-item lifecycle from idea to shipped — agent- and backend-agnostic CLI + agent skills
Project description
Baton
Work-item lifecycle from idea to shipped — agent- and backend-agnostic. Move items through your board's stages (triage → approve → start → verify → ship) from the CLI or from your agent's own skills, without hardcoding a single project/field/option ID.
Three things swap independently: the board (Plane today), the code host (GitHub today), and the agent (Claude Code and OpenCode today). Each is an adapter or a symlink — never a rewrite.
How it works
Two layers:
- CLI
baton(this repo) — the mechanical ops: create/move/comment/close/list. A backend adapter (plane, ...) + discovery resolves IDs by name. - Skills (
skills/) — the judgment (triage scoring, priority, gates); they callbaton.
The split is what makes both axes swappable. Skills hold no ids and no API calls, so a new tracker is a new adapter, not rewritten skills; the CLI holds no prompts, so a new agent is a symlink into wherever that agent reads skills from.
Architecture
baton/
├── src/baton/
│ ├── cli.py # verbs: init/config/export/new/priority/verify/show/list/stages/groups/group/advance/approve/start/ship/comment/close/labels/body/doctor
│ ├── base.py # Adapter contract + Item dataclass — every backend implements this
│ ├── config.py # .baton/config.yaml loader (walks up from cwd)
│ └── adapters/ # three families — see docs/adapters/
│ ├── boards/ # read-WRITE: where item state lives (plane.py)
│ ├── sources/ # read-ONLY: old trackers, read once to migrate off (github_projects.py)
│ └── repos/ # the code host: permissions, git work (github.py)
├── docs/ # adapters/ (how to write each family) · git-flow.md · design/
├── skills/ # the judgment layer, calls the CLI. Each skill's templates/ is a symlink into ↓
├── templates/ # item bodies (task/subtask/bug), epic description, triage verdict, PR review
├── commands/ # slash triggers for agents that use them (OpenCode)
├── hooks/ # optional: post the PR link to the item without being asked
└── tests/
Templates live in one place (templates/) and each skill exposes the set it needs as
skills/<skill>/templates → a symlink. So they are findable as a group, and a skill
stays self-contained when it is symlinked into ~/.claude/skills/ — no build step,
nothing generated into git.
Skills
The judgment layer — each wraps the CLI with a lifecycle verb. Install by
symlinking skills/baton-* (see Setup for AI agents).
| Skill | Description |
|---|---|
baton-roadmap |
Plan and read the roadmap on the board — epics with a target date, live progress. Never writes a document. |
baton-new |
Discuss and register a new work-item on the board. |
baton-triage |
Review a work-item for viability/value/fit; scores it and posts the verdict. Doesn't change the stage. |
baton-approve |
Approve a triaged work-item: advance it to the board's approved stage. |
baton-start |
Start implementation of an approved item: advance to In Progress, create the feature branch, drive it to Done/Shipped. |
baton-verify |
Validate a PR against its item: acceptance criteria met, Verification run, nothing touched that was out of scope. Reviews, never approves. |
baton-ship |
Take the integration branch to production and close the items that went out — PR, checks, merge, deploy verification. |
baton-reject |
Reject a work-item: close it with a reason comment. |
baton-catch-up |
Recover what already happened — on an item, or in another project you own — before asking anyone. |
baton-bootstrap |
Step zero: create the repo, the board, protections and label axes, then wire baton to it. Admin credential. |
baton-migrate |
Move an old GitHub Projects board onto the current one — items, stages, and the comment trail. |
Config
Per-project .baton/config.yaml (walked up from cwd):
backend: plane
target:
base_url: https://plane.acme.com
workspace: acme
project: APP # project identifier
stages: # optional verb→stage aliases
approve: Approved
start: In Progress
verify: Verify # declaring this ALSO gates it — see below
ship: Deployed
tokens: # optional — env var NAMES per credential role (see below)
agent: PLANE_API_KEY
admin: PLANE_ADMIN_API_KEY
review_label: needs-review # optional — see below
git: # optional — branch names; defaults shown. See docs/git-flow.md
integration: develop
production: master
repo: OWNER/REPO # where the CODE lives — the board knows nothing about git
repos: # multi-repo project: area-label value → repo
engine: OWNER/app-engine
web: OWNER/app-web
migrate_from: # optional — the old board this project came from
repo: OWNER/OLD
project: 5
memory: app-a # optional — this project's name in your session-memory store
projects: # optional — sibling boards you can query with --project
b: ../app-b # relative to the PROJECT root (the dir holding .baton/)
Everything else (project node id, Status field id, stage option ids) is discovered.
Write it by hand, or let baton init do the mechanical part:
baton init --base-url https://plane.acme.com --workspace acme --board APP --repo OWNER/REPO
init records where an existing board is; creating the repo and the board is
baton-bootstrap. It refuses to overwrite a config
without --force.
Credential roles
Two roles, because the thing that writes code should not be the thing that approves it — the same separation Dependabot and Renovate rely on (GitHub does not let a PR author approve their own PR).
| Role | Does | Board (plane) | Code host (github) |
|---|---|---|---|
agent |
items, comments, stages, branches, PRs — everything in the normal lifecycle | PLANE_API_KEY |
GH_TOKEN |
admin |
create and administer projects, set protections, merge releases | PLANE_ADMIN_API_KEY |
GH_ADMIN_TOKEN |
The board and the code host are two systems with two credentials each — doctor checks all four.
agent is the default; nothing needs --as admin except baton-bootstrap and the
merge step of a release. Tokens themselves never go in config.yaml — only the
env var names, so a project can point a role at a different variable.
baton doctor # one REAL read-only call per role, per system
baton --as admin <verb> # opt in explicitly
doctor does not stop at "the variable is set" — a token that is merely present has
told you nothing. It runs one cheap read per credential against every system the
project uses (the board, and GitHub when the code lives elsewhere), reports each
independently, and keeps going after a failure so you see all of them at once.
On GitHub it reports the token's permissions on the repo, which is what makes the
split checkable: if the agent line comes back with admin, the separation is
decoration and doctor shows you so.
It also reports branch protection per repo — the one state that can be silently wrong forever. In a multi-repo project it is easy to protect the repo you were standing in and never notice the second one is open, and an open branch means an agent with push rights skips the PR, the review and CI entirely. Reading it needs no admin, so the agent credential can surface a hole it cannot fix.
Asking for admin when its variable is unset is an error, not a fallback: an admin
op silently running with agent rights either fails confusingly or quietly does less than
you think. The split only buys you anything if the admin credential is genuinely absent
from the agent's environment — if both sit in the same shell, it is decoration.
Declaring stages.verify turns it into a gate: baton refuses any move that jumps
over that stage, so an item cannot reach Done without passing through verification.
It gates the stage, not the work — two deliberate advance calls still get you
through — but skipping stops being an oversight nobody notices and becomes a move
recorded in the board's own history. Projects that do not declare it are never gated.
Git flow
Work branches off the integration branch, reaches it by PR, and a release is a direct
PR integration → production — no release branches. Both branch names are config, so a
repo using main, or trunk-based with no integration branch at all, changes two lines
instead of editing globally-installed skills:
git: {integration: develop, production: master}
baton config git.integration is what the skills and ship-pr.sh read. Branch names
follow <prefix>/<id>-<slug> and the id is load-bearing — the PR hook reads it to
link the PR back to the item. Full rules and where each one is enforced:
docs/git-flow.md.
review_label is applied only on unexpected backward transitions (e.g. Approved → Review), detected from the board's real stage order. Normal forward flow (new → review → approve → start → ship) is never flagged — that's the expected process. Backward moves get the label so a human can double-check what happened.
Usage
baton init --base-url https://p --workspace w --board APP # write .baton/config.yaml
baton doctor # validate config + credential roles + discovery
baton stages # the board's stages
baton new --title "Add dark mode" --label type:idea --stage Review
baton show 42
baton show 42 --comments # + the comment trail (what others did)
baton --project b list --state all # a sibling board, without cd-ing into it
baton list --stage Approved
baton groups # the roadmap: epics, progress, target dates
baton group 42 --to "Q3 auth" # put an item in an existing epic
baton list --group "Q3 auth" # what is still open in it = what is missing
baton advance 42 --to Approved
baton comment 42 --body "looks good"
baton close 42 --reason "superseded by #99"
baton priority 42 --to high # the NATIVE field, not a priority: label
baton export --state all # read the OLD board out (migrate_from in config)
Example
$ baton doctor
baton 0.2.0
config: .baton/config.yaml
backend: plane board: {'base_url': 'https://plane.acme.com', 'workspace': 'acme', 'project': 'APP'}
repos: engine=acme/app-engine, web=acme/app-web
token[agent] $PLANE_API_KEY:
board (plane): OK — acme/APP — Acme App
code acme/app-engine: OK — acme-bot on acme/app-engine — push, pull
code acme/app-web: OK — acme-bot on acme/app-web — push, pull
token[admin] $PLANE_ADMIN_API_KEY:
board (plane): OK — acme/APP — Acme App
code acme/app-engine: OK — alice on acme/app-engine — admin, maintain, push, pull
code acme/app-web: OK — alice on acme/app-web — admin, maintain, push, pull
branch protection:
acme/app-engine: develop=protected · master=protected
acme/app-web: develop=UNPROTECTED · master=protected
^ an unprotected branch means an agent with push rights skips the PR, the review and CI entirely.
Fix: skills/baton-bootstrap/scripts/protect-branches.sh
stages: Review, Approved, In Progress, Deployed
epics (native groups): 2 on the board
$ baton show 42
#42 [Approved] Add dark mode
https://github.com/OWNER/REPO/issues/42
priority: medium
labels: type:idea
$ baton show 42 --comments
#42 [Approved] Add dark mode
https://github.com/OWNER/REPO/issues/42
priority: medium
labels: type:idea
--- alice · 2026-07-27T10:04:11Z
backend side landed in #51, toggle persists per user
--- bob · 2026-07-27T14:22:03Z
frontend still pending: the theme switcher flashes on first paint
--comments is what makes the item a shared channel: several people or agents
working the same item can read what the others already did instead of asking.
Native first
Where the backend has a real field, baton writes the real field — not a label that
looks like one. A priority:high label is invisible to the board's own sorting,
filtering and grouping; the board's priority field is not.
baton new --title "..." --priority high # native field
baton priority 42 --to urgent # urgent | high | medium | low | none
Labels stay for the axes the backend has no field for — type:, area:. Which is
which is not a guess: baton doctor reports the native capabilities it can actually
reach, checked live, because editions and versions turn features off.
A backend without a given field keeps using a label. That fallback is the exception, not the design.
Optional capabilities
Everything in the Adapter contract is required except these. An adapter declares what
it has in capabilities(); doctor then checks it live, because an edition or a
version can turn a feature off after the code claimed it.
| Capability | Verbs it enables | Absent → |
|---|---|---|
groups |
groups, group --to, list --group |
baton-roadmap says so and stops — it never simulates epics with labels and a hand-kept list |
priority |
new --priority, priority --to |
falls back to a priority: label |
Writing a new adapter: implement the abstract methods, add the optional ones you can
back natively, and leave the rest — the base class already degrades with a clear error.
The names are deliberately backend-neutral, so groups maps to Plane modules or
GitHub milestones without either word reaching a skill. Full guides per family:
docs/adapters/.
One board, several repos
A board project can cover more than one git repo, and the board knows nothing about
git. The area: label says which repo a piece of work belongs to, and repos: maps
it — so baton-start branches in the right place without asking.
An item whose work spans repos carries a Checklist with one box per repo. The box is what says "this repo still owes something", and it is what stops the item closing early. Several items under one outcome is a different thing — that is an epic.
The roadmap is the board
There is no roadmap document, by design — a document has to be updated by hand, goes stale immediately, and costs tokens to re-read. An epic is a native container with a target date and a progress count the backend maintains itself: close an item and the roadmap is already right.
$ baton groups
Q3 auth [7/12 58%] due 2026-09-30
Recorder v2 [0/4 0%] due 2026-10-15
"Epic" is the word; on Plane it is stored as a module. baton group <id> --to X
refuses to create X — an epic is a deliberate act with a date, not a side effect of
filing a task. Items with no epic are out-of-roadmap by design, not an error.
Grouping is an optional capability: an adapter that has no native equivalent says
so instead of faking it with labels and a hand-kept list. baton doctor checks it live
rather than trusting a version number.
Setup for AI agents
Claude Code
Symlink skills into ~/.claude/skills/:
ln -sf $PWD/skills/baton-* ~/.claude/skills/
Optionally install the hooks so the PR link reaches the item on its own, instead of depending on the agent remembering.
OpenCode
Symlink skills and commands:
# skills (procedural knowledge injected into system prompt)
ln -sf $PWD/skills/baton-* ~/.claude/skills/
# commands (/baton-new, /baton-start, /baton-ship, /baton-catch-up… — slash triggers in TUI)
ln -sf $PWD/commands/baton-* ~/.config/opencode/commands/
Plane MCP (optional — for direct Plane API access from the agent):
// in ~/.config/opencode/opencode.json → "mcp"
"plane-mcp": {
"type": "local",
"command": ["npx", "-y", "@makeplane/plane-mcp-server"],
"enabled": true,
"environment": {
"PLANE_API_KEY": "<your-plane-api-key>",
"PLANE_API_HOST_URL": "<https://your-plane-instance>"
}
}
skills.sh (future)
npx skills add SOSkr/baton
Repo includes skills.sh.json for display grouping; skills/ matches the expected layout.
Requirements
ghCLI, authenticated, withprojectscope (GitHub backend).- Python ≥ 3.11:
pipx install baton-board(oruv run baton ...from a clone).
The distribution is baton-board (baton was already taken on PyPI by an
unrelated iRODS wrapper); the command it installs is baton.
Releases publish themselves: .github/workflows/publish.yml fires when a GitHub
Release is published and uploads via Trusted Publishing (OIDC) — no API token
is stored anywhere. It refuses to build when the tag and pyproject.toml's version
disagree, because a wrong version number on PyPI cannot be taken back.
Roadmap
baton search— embeddings-based retrieval, gated on scale (hundreds+ items cross-project). Not needed whilelist --label/--stage+ backend full-text search covers it.baton prune— flag stale items (old + referencing closed/superseded issues) for review, cheaply, before a model looks at the flagged subset. Designed, not built: docs/design/prune.md.
Status
Plane board adapter and the GitHub code-host client done, both verified live.
Published: baton-board on PyPI, and
npx skills add SOSkr/baton for the skills.
License
MIT — see LICENSE.
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