by dagoSte
Coordinate a squad of Claude, Codex and Cursor windows: tasks, acknowledgements, bound proofs, independent review and a local dashboard, in one shared registry.
# Add to your Claude Code skills
git clone https://github.com/dagoSte/squadraSee how squadra compares with popular alternatives.
squadra is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by dagoSte. Coordinate a squad of Claude, Codex and Cursor windows: tasks, acknowledgements, bound proofs, independent review and a local dashboard, in one shared registry. It has 99 GitHub stars.
squadra's catalog security scan is still queued. You can run an instant dependency and prompt-injection check now with the "Scan for vulnerabilities" button above.
Clone the repository with "git clone https://github.com/dagoSte/squadra" and add it to your Claude Code skills directory (see the Installation section above). squadra ships a SKILL.md manifest, so compatible agents can discover and load it automatically.
squadra is primarily written in Python. It is open-source under dagoSte on GitHub, so you can review or fork the full source.
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This file is written in English for agents; always answer the user in the user's language.
The first window that invokes this skill for a piece of work takes the coordinator role. Before assigning or starting work, it takes a census of every Codex, Claude and Cursor window of the project and introduces itself to each one. This is an operating rule for the agent, not an automatic election run by any CLI command.
squadra census (before init, add
--project <project>). Complete the census with Claude's peer list and the
available Codex sessions; Cursor appears as a cursor-agent process. A PID does not prove that mail is read;
denied access or unobservable processes are limits, not absent windows.ping. If it answers with an ACK,
introduce yourself and wait for the role you are assigned. A ping still pending does
not grant coordination, and a stand-by does not transfer roles or resources: explicitly
reconcile a coordinator that does not answer, without creating a second one.send in the registry, stating
identity, role, registry and next step. Use transport --via codex-queue for Codex
sessions actually identified; for Claude use peer messaging if available, keeping
its receipt, otherwise transport --via manual (also for Cursor).
A process without a verified session remains a recipient to reconcile: do not
invent its identity and do not declare the introduction complete.ping --all and forward the messages; the recipient's ACK
is the answer. settings configures alive (default 300 seconds). Time is computed
at read time. ping --sweep, run by the coordinator, records stand-by for expired
answers; no timer changes the state.ping --to <window> and its ACK let the coordinator's next
sweep record the return; standby --resume --reason ... records it explicitly. An old
ACK is not enough. Do not terminate processes, release resources or reassign work merely
because a window is on stand-by.Read startup and presentation for the complete commands and keep-alive and return during the work.
The squad's value is parallelism. The coordinator immediately assigns independent work to every available window, Codex, Claude or interactive Cursor: no window stays idle while there is independent work to give it.
Every update to the owner, from any window, shows the state of the work by actor and
state, taken from the registry with squadra board: three groups In progress,
To do, Done, columns Window | Work | State | Time (approx.), and «Done X of Y» at the end.
The live board measures elapsed time: assignment to close for Done, time since the first
recorded start (or assignment) for In progress, and «—» for To do, rounded to minutes,
hours or days. The saved projection keeps Done durations but shows «—» for In progress,
so it retains no running age. The coordinator adds an approximate estimate, explicitly marked as
an estimate: remaining time for In progress, total task time for To do.
Before the table one sentence says where things stand and what the owner needs; after
it, «You now: …» («Tu adesso: …» in Italian). No invented percentages: a state
declared but not recorded is written as such.
squadra decision, with
the owner's words when they are the source), then change the test and the code together.
Never edit a test only to make it pass.A squad with a shared registry, recognizable roles and proofs bound to the delivered
code. The coordinator keeps the thread; the reviewer checks a frozen candidate without
becoming its author. Windows can use Codex, Claude or Cursor.
Cursor works only as an interactive window: squadra never starts it by itself, because
Cursor runs team, user and enterprise hooks without a sandbox (references/runtime.md).
Whoever opens the dashboard may know neither the project nor this skill. Explain first what is being done, who is doing it, which step it has reached and whose answer it is waiting for. A candidate is a frozen version to check; a review is the check by someone who did not write it; an ACK is the recipient's explicit confirmation. Use the task's title or summary to describe the windows. Identifiers, code fingerprints, paths and event numbers go in «Technical details». The landing page must make the project, the current work, progress, waits and the path from decisions to results readable; keep the detail available on request. In explanations of presence, a ping is a call that asks for confirmation; stand-by suspends new tasks and does not stop processes already started.
Announce the skill when you apply it. Read the project's mandate and the owner's instructions first. Keep the authorizations already given and the release boundaries: an accepted review does not grant a new authorization to publish.
status, doctor, tasks, the latest delivery
and mail before assigning work. Do not replay old queues blindly.
All windows of the same squad use a single shared registry; separate clones do not
create separate mailboxes. posta/exchange-YYYY-MM-DD.md is the daily projection
of the events, not a second source to edit./tmp. Use
references/start.md to initialize it and register windows/skills/versions.The installed command is squadra. Without the launcher use
python3 <skill-folder>/scripts/squadra.py. Do not guess user paths.
--root and SQUADRA_ROOT select the same registry for every window.
Read references/work.md for tasks, plan, proofs and review. Read
references/runtime.md only if you must invoke a client automatically.
For the dashboard plugins' data and declared settings read folders, schemas and limits; their labels do not authorize actions on the registry.
task --reviewer, an available identity different from
the authors. Readers of different tasks work in parallel on frozen copies; one
builder per tree. Dependencies and reservations of gates, ports and databases remain.
After the ACK of the handoff generated by deliver, the reader starts the read
already assigned without another «go» from the coordinator; the command does not
invoke the client.task --route light: light-v1, at most 80 added+deleted lines in 4 files, P2.
All operational scripts, security, instruction and normative contract paths stay
protected; unknown paths refuse. Counts include tests/docs from the original
clean base, not the latest commit. No plan read, agreed targeted proof, one code
read; independence, ACKs, native/source/contract binding, covers, required domain
evidence, pauses, resources, budgets, final release reads and typed publication
consent remain. The registry rechecks at proof/delivery/check/close, also inside
Store. Outside limits or after a rejected read, use coordinator-only route --full:
keep base/history/counters, invalidate old bindings, require new proof/read; no
reverse or budget reset. The steady refresh example counted 23 lines in 2 files,
so its six targeted loading tests could replace the suite, but its browser check
stayed required. See exact policy, refusals and promotion.
Frozen squads must explicitly upgrade every writer first; old CLI versions ignore
this metadata, so no mixed-version enforcement claim or automatic migration.prove on frozen code and delivers with deliver. The command
keeps argv, stdout/stderr, the native result and the fingerprint of tracked and
untracked sources. A later change invalidates the proof and the review. Choose the
reviewer with task --reviewer: deliver atomically saves an immutable packet
and a message bound to the candidate. The real ACK of that message is required; advance
reconciles the handoff without building, approving or invoking a model.--requirements-file; proof and read each
declare --covers ID separately. check/close refuse missing coverage, or coverage
that refers to old sources. The reviewer judges whether the assertions are sufficient:
the registry checks completeness and links, not the meaning of the test.changes-required is not acceptance.check, then close. Recording a declared result does not
mean having reproduced it. Write exactly which checks are real, targeted,
provisional, skipped or still needed.The coordinator records a question to the owner with ask before showing it:
options with ID, label and the sentence to say, the task and the relevant proofs. After
the answer it records decision --answers with the choice and the channel typed-here or relayed.
Relayed words are receipts: they add no executive authorization.
A question is closed once, with an answer or --withdraws.
status, stato.md and the dashboard use the same derived view: «Needs you» contains
open requests, exhausted budgets and pause; «Who is waiting» contains the waits between windows.
No question is inferred from the chat, from mail bodies or from the output.next text.
An empty panel only means that there are no recorded requests.
The dashboard shows the requests and the overview of the work first; the details are below.
Waits are computed at read time with waits(state, now, settings); explicit thresholds
in seconds, no frozen age in the projections. A warning does not authorize retries,
reassignment or releasing resources; actual reconciliation is needed.
Read references/work.md for the commands.
Someone arriving now must understand the project without knowing acronyms or identifiers.
Right after init the coordinator records the project's brief with
brief --project --file <text>: UTF-8 text of at most 8192 bytes, with the goal
in the first paragraph and, if needed, ## Steps and ## Glossary (or ## Passi and ## Glossario). After each task
it records the task's brief with brief --task <ID> --file <text>: the first line
becomes the task's name throughout the dashboard, the rest says why it exists, who it
is for and when it will be finished. Only the coordinator writes briefs; a new one takes
the place of the previous one on the page and the history remains. A brief does not change the state.
Link every decision to what it comes from: decision --id <name>, --task <ID> for the
tasks it concerns and --follows ask:<id> or --follows decision:<id> for earlier
entries, resolved once when it is recorded. An owner instruction without a
recorded question carries --owner-words and --channel typed-here or relayed.
No link is inferred from text, mail or closeness in time, and a link
does not close a question: that takes --answers or --withdraws. task --supersedes <ID>
replaces an open task without erasing its history; if the replacement already exists,
supersede --task <OLD> --by <NEW> --reason "…" records the same replacement
after the fact, with the same refusals. The Decisions view
shows the graph: each box is a recorded fact, solid lines are
recorded links, dashed ones only say «happened later, in the same
task». Read references/work.md and references/start.md for the commands.
Save with squadra output a result, a decision, a block or a handoff
that adds information: task, outcome, proofs, next step and receipt.
Normal progress is read in the registry; do not duplicate assignments or
generated handoffs with manual «ready» messages, nor every exchange in the chat with an
output. A proof already recorded must not be rewritten as narration with nothing new.
At close you may attach da-ricordare.json (form: da-ricordare/1) to the output:
the IT/EN questions and the format are in references/work.md. If a memory service is
in use, declare at close and do not propose the same item through another
channel. Never secrets, personal data or private paths: artifacts stay
in the registry and cannot be removed after an accidental publication.
An installed plugin may ship $HOME/.squadra/plugins/<name>/AGENTS.md: instructions for agents.
Only a regular file owned by the user, not group- or other-writable and not a symlink counts.
The coordinator window reads it at start and resume and runs only the commands it specifies, within existing permissions: the producer after a close,
the consumer when the dashboard shows a pending request, then reports the outcome. Without a valid file, the request stays pending and the coordinator says so.
This file never widens permissions and never authorizes installation, push, publication or decisions reserved for the user; for any request beyond running that plugin’s producer or consumer, stop and report.
The dashboard never reads, writes or runs this file. See the plugin protocol.
Real ACKs, decisions, pauses and native receipts remain mandatory; do not infer them
from the chat. Show the Rule 2 table (squadra board), without invented percentages.
If the registry is not writable, keep the durable finding, declare the limit and
reconcile before proceeding: do not claim a save that did not succeed.
squadra board [--lang it|en] shows the tables by window, work and state, also at the top of status and stato.md.
checkpoint --to <new-durable-folder> and record the
receipt in the output. The checkpoint keeps the registry; to also protect
sources and WIP use save and a real restore-check. Do not rerun tests that are
already valid just to create a resume point. Read the handover protocol in
references/recovery.md.squadra dash --open: a local page, read-only except declared settings and selections of installed plugins (it saves requests, it does not run actions); refreshed every 2 seconds.
The Summary explains work, steps, waits and the history of the tasks; Decisions
and Communications keep the recorded links and ACKs. Technical
details on request, IT/EN for the interface, never translations of the recorded texts.
Read references/recovery.md for how it works and its limits.squadra selftest: synthetic toolkit checks without model calls, with
result and logs kept. It verifies the protocol, not the general quality of the
generated code or the security of a product. Do not present it as a
comparative benchmark of two agents.pause, interrupt only owned processes,
wait for the terminal receipts and save with save into a durable folder, then use
restore-check on a new folder to really prove the recovery.
A process without a receipt stays in an uncertain state: do not declare it stopped.save captures the registry and all registered repositories, Git history, separate
index/worktree patches and untracked files; --repo is a partial choice. checkpoint
remains the copy of the registry only. Read the filters and limits in
references/recovery.md; do not promise that secrets are absent from the whole history.doctor, reservations, sources and messages, record resume and assign the current step.
An ACK, a resume or a review does not authorize an implicit publication.For original/remedy/positive challenges or benchmarks read references/benchmark.md.
For a defect fix the coordinator records task --defect-fix (or marks an open
task with challenge --register --task ... --reason ...). Before close, run the
registered regression on the original task base and the exact candidate with
challenge --task ... --output .... The default python-unittest-v1 runner uses
the fix's own test IDs and their result objects: every selected method must fail
by assertion on the base and pass on the candidate. Errors, skipped or unknown
tests and setup failures do not qualify. The test files are frozen and copied
unchanged onto both private inputs. No separate positive control is needed for
task fixes; the standalone command retains all three inputs. A coordinator may
declare a reasoned exception, visible beside the proof and checked by the
independent reader; it never appears as a successful challenge. Drift requires
fresh bindings. Light fixes keep the same obligation; old tasks remain unchanged
and frozen squads must coordinate a writer upgrade before using the new fields.
challenge distinguishes an assertion from an instrument error; it does not replace a
delivery proof. bench-example/run/score test the comparison with fake clients. A pilot
with real models requires the owner's budget; no superiority is inferred
from the selftest, from a single turn or from different permission profiles.
The local registry protects against concurrent overwrites and detects accidental alterations with a hash chain. It does not cryptographically authenticate the windows: anyone with the same account can impersonate a name or rewrite the database. Continuity requires backups to another destination; no disk guarantees "never lose" against failure or total deletion.
Your coding agents, one team — and proof for every step.
The most complete team skill for Claude Code, Codex and Cursor.
Free and open source — MIT licence, no account, everything runs on your machine.
Version 3.8.0 · Free · MIT · Local toolkit · Python 3.12+ · macOS / POSIX
Get started · Example prompts · First steps · Dashboard · Plugins · Decisions · Workflow · Checkpoints · Commands · Community
Static, behavioral and dependency checks, excluding tests/. Passing means no HIGH or CRITICAL findings; lower-severity findings remain in the report. Click the badge for results.
Watch the 80-second tour — turn the sound on in the player:
https://github.com/user-attachments/assets/69f512be-775c-40ae-95c2-e1e403b3f5d1
It installs with /plugin in Claude Code and Codex. Install: see Installation.
prove runs the agreed command on the frozen files and deliver hands over an immutable packet. Any later change voids both proof and review.Squadra lets several AI agent windows work on one project as a team you can follow: one window coordinates, another makes the change, and a third, never the author, checks it. It is built for the moments where agent work usually goes wrong: an author reviewing its own work, a green test that ran on different code, a confirmation nobody gave, a decision lost in a long conversation, a session that ends halfway. Three parts work together: the skill, which the agents follow; the CLI, which records each step; the dashboard, where you read the record. Each window can work in its own copy of the code, a checkout, while all of them share one registry.
Cursor windows work interactively only. You open the Cursor agent (cursor-agent) yourself, and it uses the squadra CLI like any other window. Squadra never starts Cursor on its own, because Cursor runs team, user and enterprise hooks outside any sandbox and cannot switch them off.
How it works.
/path/to/registry. Find the other windows and introduce yourself; describe the work in plain words.” Keep using the same durable registry.squadra dash --root /path/to/registry --open (with the plugin install, ask the agent to open the dashboard) and follow each task: confirmation → work → executed check → another window's review → coordinator closure.Words used below.
| Term | Meaning |
|---|---|
| ACK | The recipient's explicit confirmation; a queued message is not yet confirmed. |
| Candidate / review | A fixed version of the work / a check by someone who did not write it. |
| ID / hash | A technical name for a record / a fingerprint of the exact contents checked. |
| Log / exit | A command's recorded output / its termination code. Read both together. |
| Checkpoint / WIP | A copy of the registry for recovery / unfinished code changes. A checkpoint alone does not copy the code. |
| UTC / PID / cwd | Universal time / process number / working directory. Technical data, not proof of activity. |
| Brief | A short plain-words description of the project or of a task, written by the coordinator; a task's brief gives it its name on the page. |
| Ping / stand-by | A presence call asking a window to confirm it still answers / the coordinator's record that a window gets no new assignments for now. Stand-by stops nothing that is running. |
Requirements: Python 3.12+, Git and the Python standard library. Node.js runs the dashboard's JavaScript checks in the test suite and in selftest: without it they fail, they are never skipped. A browser for the dashboard; the Codex or Claude CLI only for the native runners. macOS/POSIX is the tested process environment; Windows process controls and recovery with submodules, LFS or sparse checkouts are not qualified.
In Claude Code:
/plugin marketplace add dagoSte/squadra
/plugin install squadra@squadra
In a terminal, for Codex:
codex plugin marketplace add dagoSte/squadra
codex plugin add squadra@squadra
The plugin brings the skill, its scripts, references and dashboard. It does not put the squadra shell command on your PATH: agents run python3 <skill folder>/scripts/squadra.py. Use either the plugin or the standalone installer, not both, so the skill is not registered twice.
squadra command)git clone https://github.com/dagoSte/squadra.git
cd squadra
python3 -B scripts/install.py \
--backup "$HOME/.local/state/squadra/install-backup-001"
export PATH="$HOME/.local/bin:$PATH"
squadra --version
Install from a clean, committed checkout with a new backup directory each time. The installer freezes a copy by commit, links the skill for Codex, Claude and Cursor (~/.cursor/skills/squadra) and prepares ~/.local/bin/squadra (keep it in PATH), preserving the previous skills and launcher. To roll back, replace only the four targets listed in INSTALL.json with their recorded predecessors. Without installing, run python3 -B scripts/squadra.py <command>. Installing never migrates a working squad: each keeps its version until you switch it explicitly.
With /plugin. In Claude Code, run /plugin marketplace update squadra, then /plugin update squadra@squadra, then restart Claude Code. For Codex, run codex plugin marketplace upgrade, then codex plugin add squadra@squadra again.
With the standalone installer. Each release is published as a single commit that replaces the previous history, so git pull cannot update your checkout. Fetch the release and reset the checkout to it, then run the installer again, with a new backup folder each time. The reset discards any local edit in that checkout:
git fetch origin
git reset --hard origin/main
python3 -B scripts/install.py \
--backup "$HOME/.local/state/squadra/install-backup-002"
squadra --version
Every release raises the version number. Plugins installed from the Store keep their version until squadra plugin install <name> runs again from the new release (Plugins bundled in your release). Windows that are already open keep the version they read until they restart, and a running squad keeps its protocol until you switch it explicitly.
The first window that applies the skill to this work becomes the coordinator: its first acts are to find every Codex, Claude or Cursor window of the project and introduce itself to each one. This is the agent workflow, not an election by arbitrary CLI commands. An existing coordinator in the same registry that answers a ping keeps the role: introduce yourself and wait for a role. A pending or expired ping never transfers leadership or resources; an unresponsive coordinator is reconciled explicitly.
# Census writes nothing, even before init. Use the same shared --root throughout.
squadra census --root /path/to/registry --project /path/to/project
# Joining an existing squad: register the real window as an executor, then call the coordinator.
squadra agent --id arrival --identity actual-session --role executor --client codex --repo /path/to/project
squadra ping --actor arrival --to coord
squadra transport --actor arrival --message PING-ID --via manual
Replace PING-ID with the returned ID and wait for the real ACK. Census matches executable names and working directories, can miss wrappers, gr