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Keep practitioner-directed AI work in Git. Decide what starts, what stops, who builds it, who judges it, and when it leaves your attention.

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remit

Keep practitioner-directed AI work in Git. You decide what starts, what stops, who builds it, who judges it, and when it leaves your attention.

AI can produce work faster than you can judge it. remit records every piece of work you admit, in your words, with the boundary you gave it, and lets it continue or wait without you. Every delivery shows you what it did, with evidence from runs it kept, and a separate context told to open that same evidence judges it before you read it. remit asks for your judgement only where it is genuinely yours, and it does not nag you for it. It is three POSIX scripts and seven conventions; there is no service to operate. Why it exists, in the practitioner's own words: MANIFESTO.md.

Version 0.4.18.

Start by talking to your agent

You do not learn a command set. You say what you want in your own words to the agent you already use, and the installed conventions do the rest: each one recognises a kind of request, runs the command, reports the outcome and any material consequence, and stops. Supporting evidence stays available in the record and is expanded when you ask or need it for a decision.

You say something like The convention What it does
"file it", "park this", "create a brief for X", "take it to refined" admit settles a short brief with you and records it
"pick up X", "take it to accepted", "stop it" resume moves an item as far as you said, or ends a running chain
"where are we", "catch me up on X" status the board, or one item read from its record and the code
"close it", "we're not doing this" close archives the item on your word
"what's standing", "did we fix X", "attest" review the findings still standing, and one context's word on the code now
"let's do a retro" retro proposes one batch of useful changes or pruning from your rulings
"how much have I said today" exposure the words you typed and the words said back

Your first work item

Tell your agent: "Create a work item for retrying failed uploads and take it to refined." It follows the admit convention: reads the bar for refined in your repository's own rules, asks you once for anything the brief is missing, and runs

sh bin/remit new retry-failed-upload --until refined

That records your brief under .remit/work-items/retry-failed-upload/, commits it, runs the chain in the background as far as refined, and reports where it stopped. If you only wanted it written down, say "park it": the brief is filed and nothing runs.

Later, say "Catch me up on retry-failed-upload." The status convention reads the item, its record and the current code, and moves nothing. Then say "Take it to accepted." The resume convention runs

sh bin/remit resume retry-failed-upload --until accepted

A builder authors the change in its own worktree, the mechanism turns that into a draft pull request, and an evaluator that did not write it judges the delivery. The delivery comes with a showcase: the problem, the approach, and each thing the brief asked for, shown by a run the builder kept. The showcase is recorded with its screenshots, and when the record is on GitHub the pull request shows them from its first draft, so a review can take minutes. If the evaluator asks you a question, the item stops and waits. Answer in the conversation; your agent records your exact words and resumes:

sh bin/remit answer retry-failed-upload 1 "Show the second failure to the user."

Your words go verbatim under ## Rulings in the brief, beside the question, and the chain resumes at the stage it is at. If it asked two questions, answer both in the one command, each number with its words; every ruling is filed and the chain resumes once, after the last. A ruling is not an amendment: editing the brief by hand puts the stage back to new so the first gate judges it again; an answer adds the decision the brief was missing and costs nothing else. Every later context is told the rulings are settled ground. The agent driving remit for you is the conductor, and it may answer some questions itself, under a file you write; a section below says when.

Merging the pull request is yours. When you decide the work is over, say "close it." The close convention explains material unresolved findings and any undelivered or unmerged work, then runs sh bin/remit close retry-failed-upload. The item leaves the board and its folder moves to the archive. From then on remit treats the code, not the brief, as the law: the brief was a means to that end, and it does not return as context in a future session unless you ask for the history. Closing seals unresolved findings as pre-authorised; it does not deliver unfinished work or merge a pull request. Confirmed delivery links are optional.

Preparation fits the work. An uncertain or consequential outcome can start with an established problem, a researched solution, a researched technical approach and a test strategy before build. Existing authority can supply those answers by reference. A small change can keep its outcome and proof in one brief; no new stages or mandatory document sequence are added.

How far to take it

An item has four stages and three approval gates. One word on the brief, until, says how far it may travel without you; the chain stops at that stage, or earlier where it needs your judgement.

You said What happens
"park it" the brief is filed; nothing runs until you resume it
nothing about how far it runs only if a rubric of yours can carry it past the first gate
"take it to refined" the brief is judged, and the research if it asked for one
"take it to accepted" a delivery is built, judged, and its pull request taken out of draft
"take it all the way" the closing gate judges the record; if it passes, the item closes
"... and rest there" it runs to that stop and parks; no rubric carries it further

"Pick it up" with no stop recorded on the item, and no rubric that could carry it, is refused: remit resume exits 2 and names --until. Your agent relays that refusal and asks how far; it never invents a stop.

remit close is different: it is your word that the item is over, at whatever stage it reached. It does not take the item through the closing gate.

Into What the gate judges Who fixes what it finds
refined the brief, and the research when there is one the brief: you. The research: a fresh researcher
accepted a delivery: a builder's tree, as a draft pull request a fresh builder, four rounds at most
closed the record, every verdict and note on it a fresh builder, if anything

A gate is a fresh context that did not author the work, judging it against your brief and the rubrics in .remit/rules/<gate>.md. Put the evaluator on a different model family from the builder: a model favours its own output (Panickssery et al., 2024), and a judge from another family does not share that bias. The registry seats each role for the whole repository; a brief may seat a role for its own item on a **Seats:** line, "have Astra build this one, and Fable judge it", and your agent writes that line with --seat. Only a pair the registry carries is accepted, so the registry stays the one place a seat is proven. Agreement is never verification, so the proof a builder ran is kept in the item's runs/ folder where the next gate can read it.

The loop is bounded. A builder gets four rounds at a gate. The same must-fix twice stops it. A must-fix that comes back after being displaced stops it, because the brief is arguing with itself. A delivery past 2,000 files or 100 MB is not committed at all. Every stop is one entry on the record, and an escalation raises nothing and proposes nothing: the verdicts above it are the analysis, and what the brief needs is yours to work out.

What reaches you, and when

Almost nothing. A chain runs as a backgrounded task and its end is its only event; nothing watches the record while it runs. Ordinary completions wait in your transcript. One stop reaches you where you are: when an evaluator asks a question only you can answer, your agent sends one line by whatever its harness has for that, naming the item and the first question. Everything else waits on the record until you ask where things stand:

sh bin/remit list            # the board: attention, stage, why it stopped, item, title
sh bin/remit list --parked   # the parked work

What you review is the showcase. It is kept with the work item, in .remit/work-items/<slug>/showcase/, and the pull request is one place it is shown. Work opens with your brief and ends when you close it, whether or not there is a pull request. Without gh, remit opens none, though a pull request already on the record needs gh to leave draft. The showcase is still recorded with the item, and pushed when the record has a remote.

Updates lead with the answer or outcome, then any material consequence or blocker, then the next required action or decision. A destructive effect comes before its command. Items stopped by the same cause share one explanation. A board request returns rows; a rehydration returns current state and what needs you. Detailed evidence and comparisons remain available on request.

A retro considers whether each lesson belongs in a rubric, executable check, environment or configuration, item authority, or no durable change. It prunes duplicates and proposes one compact batch. Your ruling authorises a rubric change; a proposal does not create new work.

When your agent may answer for you

The agent driving remit for you is the conductor. It may answer a question for you only when .remit/elevation.md, a file you write in your own words, allows it; without that file it rules nothing. The file is for answers the record or the code already determines, and rulings that change neither the item's outcome nor its boundary.

The mechanism bounds the conductor without reading the question: two conductor rulings on an item since your last word, and the third is refused as yours; a question it already ruled on is refused to it when it returns. Every conductor ruling is recorded as provisional and remains yours to supersede.

What a verdict leaves behind

A verdict passes, passes with findings, fails with a must-fix, or reports BLOCKED when a required prerequisite prevents evaluation. BLOCKED leaves the item active at its current stage; resume retries evaluation without commissioning a repair. A FAIL with no explicit Must-fix or applicable fix citation also waits: findings are never automatically turned into repair instructions. Exactly one verdict is required; quoted or fenced examples do not control the chain, and conflicting verdicts are refused. A delivered-when line whose proof the evaluator could not see run is not met, and a verdict that leaves one unmet is not a pass: it is a FAIL where the delivery could have produced the proof, and BLOCKED where nothing before the pull request can, such as hosted CI. An unresolved, anchored question cannot accompany a passing verdict; that contradictory return is refused rather than accepting the work and dropping the question.

For delivery gates, that fresh evaluator works from an independent checkout of the exact recorded candidate, never the builder's worktree or the primary tree. It receives selected current authority, rubric and proof inputs beside the checkout. After its owned process lifetime ends, remit audits the checkout, inputs and local Git controls; only scratch and bounded result files may change. Native execution supplies mutation detection and descendant cleanup, not hostile-code read isolation. If the candidate, lifecycle proof or audit is unavailable, the gate stays BLOCKED on that candidate.

A must-fix goes back to a fresh author with the finding and nothing else. Within a gate, a finding is disposed of only by a rubric the evaluator cites: one in the gate file's accept section accepts it, one in fix makes it the must-fix. A finding no rubric disposes of stands. Closing an item seals every finding its last verdict at each gate still carried as pre-authorised, and says how many: that is what the closure did, never a ruling you made on each one.

Review what passed, then improve the rules

remit can take work all the way to closed when it passes your rubrics, so some of it passes without your attention. remit is fix-forward: work that passed can be corrected later, and that is fine. review is how you see what passed you by.

sh bin/remit review                       # every standing finding, every item, open or archived
sh bin/remit review today
sh bin/remit review week
sh bin/remit review since 2026-09-01
sh bin/remit review <slug> ...

One row per finding: item, stage, gate, verdict date, number, first line, and the delivery it stood against. No ranking and no proposal. Add --attest and one fresh context is raised in your repository at HEAD to say of each finding whether it still stands, is fixed, naming the commit or file, or is moot because the code it was about is gone. The attestations are written to every item's record, the archive included, and the counts printed. A finding attested fixed leaves the set; the rest are yours to admit as an item or leave.

Then rule on what you saw, in the conversation: what should not have passed, what should have continued without you. Those rulings, and the ones you made where work held your attention, are what a retro gathers. It proposes what they would add to .remit/rules/ and what they would prune, because a rubric that has stopped matching how you rule is worth removing. It writes only what you rule, commits the folder alone, and stops. No convention proposes a rubric anywhere else, not at a verdict and not at a closure.

A rubric is one line under one of four headings in a gate file: promote carries an item past the gate whatever until said; hold stops it for your eyes whatever else was cited; fix names the standard a delivery missed; accept disposes of a finding. An evaluator cites a rubric by its id and the evidence; a citation of a rubric the file does not carry changes nothing. A rubric must reach past the item it came from, and it carries no date and no account of the incident: a rule is a rule, and git holds the history.

Try one session in this order: review what shipped without you, make your rulings, then call a retro and let your conductor advise you on the rubrics.

The boundary

remit never starts work, merges a pull request, decides on your CI's result, rewrites your brief, or declares work over for you. It never raises a context on a seat you did not register, never falls back to another when that seat refuses, and never lets a builder raise sub-agents of its own.

It runs fresh agent contexts on your repository using the agent accounts already logged in on your machine. It filters the launch environment and gives each context a scratch home, but the CLI still uses your authentication configuration. A scratch home is not isolation. Codex supplies a filesystem sandbox; that alone is not a selected-input or blind-read guarantee. Claude Code, Devin, Copilot CLI and Pi run as your user and can read what you can read. remit applies the containment each agent exposes and records which applied in the item's run evidence; a sandbox for every agent is the direction, and the reference below says exactly what holds today.

Working records are not inherently confidential. Remit does not fingerprint their contents or audit Git history for copied wording: useful research and practitioner language may appear in the product. Keep secrets and confidential source material out of the chain upstream. If you publish a public edition from a private project, its explicit export/build is your publication boundary. Remit still checks the exact delivery candidate and draft PR state, and selects PR prose deliberately rather than dumping raw worker returns. An optional candidate-bound publication.md is an ordinary committable item record in a dedicated installation. New PRs use the work-item title unless publication.md supplies an explicit title. When remit next handles an existing PR, it replaces its exact old generated Delivery r-… title with the work-item title; authored PR titles and bodies stay intact.

The builder writes a dedicated delivery note with four parts: Problem, Solution, Technical approach, and Testing. The initial note becomes the PR description. Each later repair or phase adds one comment describing that delivery's need or finding, change, useful implementation decisions, and actual verification results and gaps. The opening description stays intact, and publication retries do not duplicate comments. The default is one short paragraph per part, with more space where the change warrants it. Commit IDs, file counts, status and harness metadata stay in their existing records.

If a note is missing or incomplete, publication waits with the candidate retained. The conductor can write the four fields from the brief, findings and retained execution evidence to the candidate-specific JSON path printed by remit, then resume under the existing authorization. This also recovers older pending deliveries without rebuilding them or requiring another product ruling. The builder's final chat response is never the fallback.

Every delivery also carries a showcase, built so a review takes minutes: the problem quoted from the brief, the chosen approach, optionally how the evidence was taken (the setup, any stand-in for a real service, and a command kept in the repository that takes it again), one scenario per line of the brief's ## Judged delivered when section with the evidence a run produced, and what could not be shown and why. Evidence fits the change: screenshots from an automated run for a screen, real requests and responses for an API, a transcript for a script. The builder writes showcase.md beside its kept runs; a scenario cites them on Run: lines, and on a line with backticks only the names inside them are cited. Each time a candidate is cut, remit records the showcase with the images and runs it cites in the item's showcase/ folder; a superseded round's screenshots stay in the record's history. The PR's ## Showcase section is its one copy of the showcase: it shows it with its images, linked to the record commit when the record is on GitHub and pushed, or points to the record when it does not fit, and remit rewrites it in place for a later candidate or a repaired showcase. A description someone replaced, losing remit's marker, is left as it is, and a later candidate's comment carries its showcase instead. At the gate into accepted, remit fails a delivery before raising an evaluator when its showcase is missing, has a scenario citing no kept run, or shows an image that no cited run names. A build answering that failure may change only the showcase or its runs and keep the candidate: remit records the repaired showcase, shows it in the PR and checks it again. The evaluator is told to open every image and say, scenario by scenario, what it saw; one that cannot open images returns BLOCKED. It judges whether the evidence shows what each scenario claims under the shipped showcase rubric. When its FAIL's only fix: citation is that rubric, applied, a build that changes only the showcase or its runs keeps the candidate the same way, and the evaluator judges it again. A showcase is at most 32 KB; each cited file at most 10 MB, and 40 MB in total.

A closing-gate repair returns the matching PR to draft before the builder runs. The repaired candidate must pass accepted revalidation before remit restores ready status and retries closure. If a transition fails, resume retries from the retained delivery or publication checkpoint; no manual draft operation is required.

sh bin/remit stop <slug> ends a running chain and every context it raised, discards the worktree's in-flight changes, and leaves the item at the stage it last stopped at. A failure leaves the record with the reason as its last entry, the item's worktree beside your repository, and the branch and draft pull request if a delivery got that far; nothing is merged, and only your own stop discards anything.

What remit records. Every raised context, with its agent, its model and its cost where the agent reports one. And the cost of holding your attention: sh bin/remit-exposure today reports the words you said and the words you were told, kept separate and never turned into a score.

Install and upgrade

Fetch the published installer without cloning remit:

curl -fsSL https://raw.githubusercontent.com/shobman/remit/main/get-remit.sh | sh -s -- /path/to/your-repository

To read the script before you run it, fetch it and run it separately:

curl -fsSL https://raw.githubusercontent.com/shobman/remit/main/get-remit.sh -o /tmp/get-remit.sh
sh /tmp/get-remit.sh /path/to/your-repository

To pin the bootstrap to this release, place REMIT_REF=v0.4.18 immediately before sh, the last command in the pipeline, so get-remit.sh receives the variable:

curl -fsSL https://raw.githubusercontent.com/shobman/remit/main/get-remit.sh | REMIT_REF=v0.4.18 sh -s -- /path/to/your-repository

If you already have a remit clone, run its installer directly:

sh /path/to/remit/install.sh /path/to/your-repository

The default is a dedicated install: the project adopts Remit's managed scaffolding. Records live in the project unless you configure personal records. Shadow mode keeps frequent record commits separate from the product repository's human-review merge gates, and installs locally without committing its scaffolding:

sh /path/to/remit/install.sh --shadow /path/to/your-repository

Before a shadow install, put a personal records pointer in the target's untracked .remit/settings.local.json, for example {"records":{"remote":"git@github.com:your-account/private-records.git","folder":"project"}}. Use a separate private repository with the intended access permissions. Shadow mode refuses without this pointer; upgrades must keep the original installation mode.

Both repositories may be private. Shadow is a workflow separation, not a confidentiality or public-export boundary: useful practitioner words may enter product code, comments or docs. Briefs and run records stay separate as working material, retained for the practitioner's later inspection rather than required product history. Shadow does not isolate worker reads. A raise in the primary worktree reads the item, and keeps its output, through a copy inside that worktree, as every gate after a delivery does; no seat has to open the records clone.

The target must be inside your repository's primary worktree; a linked worktree is refused. The installer needs only Git and a POSIX shell; on Windows, use Git Bash's sh. Run every remit command through sh the same way.

Build-worktree creation enables Git's long-path support for that checkout command on Windows, without changing your repository or global Git settings. Publication reads only the destination base and delivery branch; unrelated GitHub pull refs need not be fetched.

Exact delivery snapshots use a short repository-owned location under Git metadata, independent of the item name. Windows snapshot inspection supports long paths without disabling integrity checks or changing machine settings. Interrupted snapshots from the older item-local location can still be recovered after an upgrade; resume an item blocked by snapshot preparation to retry.

Then seat your agents. sh bin/remit setup reads the host and proposes .remit/settings.json, the registry of which agents and models each role may use, for you to accept or edit; sh bin/remit setup --write saves it. A Devin seat on an account that belongs to more than one organisation needs one more key, "org": "<id>", beside its models: Devin asks which organisation every run belongs to, and a raised context has nobody to answer with. remit hands it over by copying your own Devin config for the run and setting the organisation in the copy; your file is never written to, and your credentials are not in it. A run that reaches that question anyway is ended at once and tells you to name it. Run devin once interactively to see the organisations your account offers, and their ids. Never redirect setup over the registry; it reads that file first. Write .remit/elevation.md yourself if you want the conductor to rule for you; nothing installs it.

Re-run the installer to upgrade. It replaces content that still matches any copy remit ever shipped, at any version and however it got there, keeps your local edits, and reports each result. bin/remit and bin/remit-invoke ship as a pair; an upgrade that keeps one and updates the other says so on its own line. It also runs the seam's own check of .remit/settings.json and reports the registry line, so an unknown seat is named at install, not at the first chain. Two files have their own rule: CONTRIBUTING.md is the one file remit manages, so a local edit to it is restored, while a CONTRIBUTING.md the repository already had is kept; and the shipped rubrics are migrated one rubric at a time, adding, changing and removing only remit's own and keeping every rubric you wrote. Every installed file is listed in .remit/.install/manifest. There is no uninstaller: removing remit is removing what the manifest names.

Reference

Commands and exit codes

You do not run these yourself: the installed skills choose and run them from your words, then relay what happened. remit is mechanical where it can be, with skills that use the mechanics. It is not vibes, it is discipline.

sh bin/remit new <slug> [--until refined|accepted|closed] [--park] [--seat <role>=<harness>/<model>]...   admit, from the brief on stdin
sh bin/remit resume <slug> [--until <stage> [--park]] [--seat ...]     run the chain as far as you said
sh bin/remit answer <slug> <n> "<words>" [<n> "<words>"...] [--conductor]   rule on every question given, then resume once
sh bin/remit park <slug> | stop <slug> | close <slug>                 rest it; end its chain; archive it
sh bin/remit list [--parked]                                          the board
sh bin/remit review [today|yesterday|week|since <date>|<slug>...] [--attest]
sh bin/remit report new|close <name>                                  a field report, in or out
sh bin/remit rules init                                               the gate files remit ships
sh bin/remit setup [--write]                                          propose or save the registry
sh bin/remit migrate | version                                        move a pre-work-items layout; the installed version
sh bin/remit-exposure today | session <id> | trend | scan <agent>     the words said and told

Exit 0: done, committed, and pushed where a remote exists; a chain that stopped where it was told to is 0. Exit 2: usage or precondition error, nothing changed. Exit 3: committed locally, push failed. Exit 4: escalated; the stage is unchanged and the record says why. Exit 130: a running chain was ended.

What the installer places

Path Purpose
bin/remit Lists items and performs state changes.
bin/remit-invoke Raises a fresh context in a registered seat and returns its text. The only thing in remit that raises one.
bin/remit-exposure Counts the words you typed and the words said back.
.claude/skills/, .agents/skills/, .pi/skills/ The seven conventions, in the discovery path each agent reads.
AGENTS.md One marker-delimited section, without replacing existing content.
CONTRIBUTING.md How this repository takes a contribution.
<git>/hooks/pre-push The guard, when no hook exists; any other hook is kept and reported.
.remit/hooks/no-agent-tool.sh, .github/hooks/remit-no-agent-tool.json, .claude/settings.json The sub-agent guard and its registrations; the Claude Code one is offered, never overwritten.
.remit/ work-items/, field-reports/, and rules/ with the rubrics remit ships.
.remit/.install/manifest What was installed, at what version.

The five agents remit runs on

Agent Conventions land at An unknown model id
Claude Code .claude/skills/ no catalogue to check; the run's own report names what served it
Codex .agents/skills/ no catalogue; the run header names what served it
Devin reads AGENTS.md and .agents/skills/ natively rejected before the run starts
GitHub Copilot CLI reads AGENTS.md and .agents/skills/ natively refused before the run, as is a reasoning effort the model lacks
Pi .pi/skills/ refused unless pi --list-models carries it; runs local models too

Model lists are perishable, so none is printed here. Codex caches its visible ids in ~/.codex/models_cache.json; Pi answers pi --list-models; Devin answers devin models list; Copilot CLI lists the ids it accepts under copilot help config; Claude Code exposes no catalogue. A seat that refuses, out of credits or not authenticated, marks the host for thirty minutes and no chain raises into it while the mark is fresh.

Agent containment, as it holds today

Codex: requests its filesystem sandbox with the worktree as its only writable workspace, clearing any writable_roots your own Codex config adds, checks the reported mode and refuses a reported downgrade; a missing header is unconfirmed, not attested. This is not a blind-read boundary. Claude Code: its sub-agent tool denied by flag and by a hook written for the run, and the docker verbs that drop data denied the same two ways, in Bash and in PowerShell, so a builder that meets a stale database password stops for you instead of resetting the database; the settings block the installer offers denies them in your own sessions too. A deny rule is a fence, not a wall: it names commands, and a context that wants past it can look for another spelling. The sandbox is the wall, and it is the direction. Devin: an allow list written for the run, which ends the run on anything outside it. Copilot CLI: Git tool-denial hooks and a throwaway canary before the real run; these do not prove that every shell spelling is blocked. Pi: built-in tools only, extensions off. Every context starts with a filtered environment and an allow-list: your PATH, a scratch HOME removed after the run, a scratch temp inside its own worktree, and the one configuration directory its CLI needs to log in as you. A context is instructed not to run git or gh; the mechanism owns delivery, as you. This instruction and the command guards are not security isolation.

Host notes

  • Windows. A raised context's USERPROFILE, APPDATA and LOCALAPPDATA point at the raise's scratch, so a tool that installs itself lands there and goes with the run. A worktree that opens a listener trips Windows Defender Firewall's prompt once per path; Set-NetFirewallProfile -All -NotifyOnListen False in an elevated PowerShell ends that. WSL on a clone kept on the Linux filesystem avoids both.
  • Linux. ssh inside a raise has none of your keys, known hosts or config; a host a build must reach gets a Host stanza in /etc/ssh/ssh_config naming IdentityFile and UserKnownHostsFile under your real home. Ubuntu 24.04's gh (2.45) cannot gh pr edit; remit writes the pull request body over REST when that call fails.

Contributions and licence

Each published version has release notes describing its changes and validation. The public repository's release workflow creates that entry from the artifact's authored notes; the workflow and notes stay in this repository and are not installed into your project.

A repository running remit takes contributions the way remit does: the installed CONTRIBUTING.md states the route. remit is not a project management system: it ensures no scope, timeline or deliverable and decides nothing about whether a result is good; it makes each state change and authority decision a Git record with a named decision-maker. remit is MIT licensed: see LICENSE.

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Keep practitioner-directed AI work in Git. Decide what starts, what stops, who builds it, who judges it, and when it leaves your attention.

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