lisa-repair-intake

name	lisa-repair-intake
description	Vendor-agnostic repair scanner — the recovery counterpart to lisa-intake. Finds work that got stuck or was left half-closed across the same queues lisa-intake serves (Notion / Confluence / Linear / GitHub PRDs; JIRA / GitHub / Linear build queues): items left in `blocked`, work stalled in an in-progress role (build `claimed`, PRD `in_review`), terminal-labeled items still natively open, and rollups whose children are all terminal. Repairs every actionable candidate up to `max_candidates`: resumes stalled work in place (diagnosing a stalled build's PR/deploy state first — merged PRs get the missed env transition, behind-base PRs are re-synced, unmergeable PRs or failed deploys get a build-ready fix ticket + `blocked`), re-validates blocked PRDs and build items whose blockers cleared, performs terminal native closure, and reconciles parent rollups to their derived state. Idempotent and loop-protected; never mutates `draft`/`verified` or `ready` leaves. A /schedule cron target alongside lisa-intake.
allowed-tools	["Skill","Bash","Read","Write","Edit"]

Repair Intake: $ARGUMENTS

Run one batch-repair cycle against the queue identified by $ARGUMENTS. Where lisa-intake scans the ready role and moves work forward, repair-intake scans the stuck and close-out roles and moves work unstuck or fully closed:

• Stalled in-progress — an item left in an in-progress role (build claimed, PRD in_review) whose processing cycle died. It is technically "being worked" but nothing is happening, so it sits ignored forever. (The vendor PRD intakes explicitly leave an errored PRD in in_review "for the human to investigate from there" — that orphan is exactly what this skill recovers.) For a stalled build, repair-intake first diagnoses why it stalled by inspecting its PRs and deploys. A PR that already merged is recovered by applying the env transition build-intake never got to (its merge gate left the item claimed when the merge landed after its agent returned) — no re-dispatch. A PR that is merely behind its base (BEHIND, no conflict) is re-synced in place with gh pr update-branch so the already-enabled auto-merge can finally land — a clean rebase needs no human, and leaving it stranded is the exact gap that lets an auto-merge PR sit unmerged forever. A true merge conflict is first given one bounded in-place re-dispatch to the build agent — whose drive-pr-to-merge fix-mode loop resolves conflicts — because a conflict, unlike a failing external check, is fixable by re-running the build; only a conflict that survives that single attempt (or that the agent says needs design input) becomes a fix ticket. The genuinely non-resolvable blockers — failing checks / unaddressed CodeRabbit or CHANGES_REQUESTED review / a failed deploy — get a build-ready leaf fix ticket with the item moved to blocked (blocked by that ticket) instead of blindly re-dispatching the agent, which would just churn against them.
• Recoverable blocked — an item in blocked whose blocker may now be gone. The blocker is one of three classes, and repair re-checks all of them, not just dependencies: (a) an is blocked by dependency has since closed; (b) a validation / quality-gate self-block — the item was bounced to blocked by its own pre-flight verify/validate gate (missing Validation Journey, Sign-in Required, Acceptance Criteria, etc.) with no dependency at all, and a human has since edited the item to add what the gate demanded; or (c) clarifying questions answered / an ambiguity research can now settle. A self-block (b) is the common one missed by dependency-only re-checks: nothing else is blocking it, so re-running the same gate against its current content is the only way to know it is now passable.
• Terminal-open drift — an item already carrying its true terminal lifecycle role (for example GitHub status:done) but still open/active in the provider's native state.
• Rollup drift — a parent/container item (Epic, Story, PRD, Linear Project, or equivalent) whose own lifecycle state does not match the roll-up of its children's states per leaf-only-lifecycle. This covers the completed case (all children terminal → close the parent out) and the intermediate-env case (all children shipped to an env like On Stg, but the parent never advanced — including a parent left stranded in a status it should never carry).
• Stale-ready container — a parent/container (open child work, or a childless Epic) wrongly carrying the build-ready role. This is a leaf-only-invariant violation the build-intake claim gate deliberately leaves for a human; repair-intake reconciles it by rolling the parent up from its children (with an audit note), so a container never sits in ready indefinitely.
• Missing official ready-label drift — a GitHub issue that is missing every configured Lisa lifecycle label. repair-intake classifies it as a PRD or build ticket and adds the configured ready label (prd-ready for a PRD, build status:ready for a ticket) so normal intake can see it; if the later intake/implement gate finds the item incomplete, it moves the item to blocked.
• Missing native child link drift — a GitHub parent (a ticketed/other open non-product-owned PRD, or a build Epic/Story container) whose children are discoverable — from the generated-work section/comment for a PRD, or from body parentage (Parent: #<n> / Parent Epic: #<n>) for a build container resolved via the documented hierarchy fallback — but whose native sub-issue list is missing one or more of those children. This is the common shape when children were created by an external generator (e.g. Codex) or an older write path that recorded parentage only in prose and never called addSubIssue. repair-intake replays the prd-backlink / github-write-issue native-linking contract and attaches the missing same-repo children idempotently, so rollup and the GitHub UI can rely on the native graph again.

This skill is the symmetric counterpart to lisa-intake. It reuses the same queue-detection, the same agent-team orchestration, the same "don't ask, just run" confirmation policy, and the same per-item surfaces the vendor intakes use (lisa:<source>-to-tracker dry-run for PRDs; lisa:<tracker>-agent + the scanner's lifecycle transitions for build) — it differs in which roles it scans and, for stalled/blocked work, that it skips the claim step (the item is already claimed/blocked). Close-out candidates do not dispatch agents; they only reconcile terminal lifecycle state with provider-native closure and rollup state.

Public contract

/lisa:repair-intake <queue> [intake_mode=prd|build|both] [stale_after=2h] [max_candidates=100] [force=true]

Token	Meaning	Default
<queue>	Same queue identifier lisa-intake accepts (see Source dispatch). Required.	—
intake_mode	prd | build | both. Only meaningful for a GitHub org/repo (or bare github) that hosts both PRD and build label namespaces. both is unique to repair — a repair sweep usefully covers both lifecycles in one schedule. Absent → both when both namespaces exist, else whichever lifecycle exists.	both for dual GitHub queues; otherwise infer
stale_after	How long since the last state-changing transition into the in-progress role, or since the last human / PR-side forward-progress activity, before an in-progress item counts as stalled. Automation self-comments do not reset this clock. Accepts 24h, 90m, 2d, or 0 (treat any in-progress item as stalled — manual recovery, also the only way to resume work on a provider that exposes no reliable timestamp). Overrides config.	2h
max_candidates	Cap on how many stuck/close-out candidates to enumerate and evaluate. Repair every materially actionable candidate within this bounded set, then stop. Overrides config.	100
force	true bypasses the loop-prevention backoff window (so a manual re-run re-attempts items even if their fingerprint is unchanged). It does not change the staleness rule — use stale_after=0 for that.	false

Confirmation policy

Do NOT ask the caller whether to proceed. Once invoked with a queue, run the cycle to completion. The caller (a human at the CLI or a scheduled cron) has already authorized the run by invoking the skill; re-prompting defeats the purpose of a background repair sweep.

Specifically forbidden:

• Previewing projected scope (number of stuck items, projected re-dispatch count, write counts) and asking whether to continue.
• Offering A/B/C-style choices like "repair / skip / report-only" — the documented behavior IS the default.
• Pausing because many items are stuck, an item looks complex, or a repair is likely to land the item back in blocked. Returning an item to blocked with a current, accurate note is a valid outcome of the repair lifecycle, not a failure.
• Pausing because a re-dispatch looks expensive. The cost of one cycle is bounded by max_candidates and the actionable subset inside that cap; the cost of stalling a scheduled cron waiting on a human is unbounded.

The only legitimate reasons to stop early:

• Missing required input (no queue argument, missing project configuration). Surface the missing value and exit.
• The queue itself is misconfigured (Status property missing expected values, JIRA workflow can't reach required transitions). Surface and exit.
• No stuck/close-out candidates, or none actionable this cycle. Exit cleanly with the idle-case summary.

Orchestration: agent team

If you are NOT already operating inside an agent team (no prior successful team-creation or subagent-delegation tool call in this session, not spawned into a team context), the very first thing you do is establish team orchestration.

Use the team tool for the current runtime:

• Claude Code >= 2.1.178: there is no TeamCreate tool; the team forms automatically when you spawn the first teammate with Agent. That first spawn should be the bounded specialist needed to start this flow. On older Claude Code that still exposes TeamCreate, the explicit team-create path is also acceptable.
• Codex: do not call TeamCreate; Codex does not expose that Claude tool. Use tool_search with a query like multi-agent tools to load multi_agent_v1, then use multi_agent_v1.spawn_agent for teammate delegation. Treat the first successful spawn_agent call as establishing team orchestration.
• Other runtimes: use the current runtime's tool-discovery mechanism to discover and call the appropriate multi-agent/team tool.

If no team creation or subagent delegation tool is available, explicitly state that team orchestration is unavailable in this runtime, continue as the lead agent, and preserve the workflow's review, verification, and task-tracking obligations locally.

Until the team is established, the first Codex teammate has been spawned, or the no-team fallback has been declared, do NOT call any of: TaskCreate, Skill, MCP tools (Atlassian / Linear / GitHub / Notion), Read, Write, Edit, Bash, Grep, Glob. The initial Claude Agent spawn described above is the only pre-team exception because it establishes the team. Scanning the queue, evaluating staleness, and dispatching per-item repairs — all of those are tasks for the team you are about to create, not for the lead session before orchestration exists.

If you ARE already inside an agent team (e.g., a teammate invoked this skill via the Skill tool), do NOT create a second team — many harnesses reject double-creates — and do NOT collapse the nested flow into a single inline worker. A nested team-first flow must still bring in the specialists it requires by adding them to the existing team, not by doing the work itself:

• Claude: teams are flat and only the lead can add named teammates, so do NOT call Agent with a name from a teammate (the harness rejects it: "Teammates cannot spawn other teammates — the team roster is flat"). Send the team lead a message naming the specialist teammate(s) this flow needs, their task assignments, and completion criteria, then coordinate through the shared task list until they finish. An anonymous subagent (Agent with name omitted) is permitted only for bounded one-shot work whose result returns directly to you — it is not a substitute for the required lifecycle specialists.
• Codex: do NOT call TeamCreate. If the lead/root agent is addressable (you were given its id/handle), send it a request to multi_agent_v1.spawn_agent the specialist agent(s), including each agent's prompt, ownership, and expected result. If no lead handle exists but spawn_agent is available to you, spawn only the bounded specialist agent(s) this flow needs, wait_agent for their results, and relay those results upward to the parent/lead.

Treat the first successful lead-spawn request (or, on the Codex fallback, the first specialist spawn) as preserving team orchestration. Never satisfy a team-first lifecycle flow by doing all the work inline. The cycle's outer team is created by repair-intake. Each per-item repair it runs (lisa:<source>-to-tracker for a PRD, lisa:<tracker>-agent for a build item) executes within the same team — those skills' orchestration preambles detect the existing team and skip creating a second one. One team per cron cycle.

Source dispatch

Detect the queue type from $ARGUMENTS using the exact same detection and disambiguation rules as lisa-intake — read that skill's "Source dispatch" section for the authoritative table; the detection is identical and only the per-item action changes (repair instead of claim-and-advance). The essentials, inlined here so this skill is self-complete:

If $ARGUMENTS is...	Queue / lifecycle	Source/tracker key	Candidates repaired
Notion database URL/ID	PRD (Notion)	source=notion	in_review, blocked, terminal/open PRDs, all-terminal generated-work rollups
Confluence space URL/key	PRD (Confluence)	source=confluence	in_review, blocked, terminal/open PRDs, all-terminal generated-work rollups
Confluence parent page URL/ID	PRD (Confluence, narrowed)	source=confluence	in_review, blocked, terminal/open PRDs, all-terminal generated-work rollups
Linear workspace URL, team URL/key, or literal linear	PRD (Linear)	source=linear	in_review, blocked, terminal/open PRDs, all-terminal generated-work rollups
GitHub repo URL / org/repo (PRD namespace)	PRD (GitHub)	source=github	in_review, blocked, terminal/open PRDs, missing PRD child links, all-terminal generated-work rollups
GitHub repo URL / org/repo with tracker = github (build namespace)	Build (GitHub)	tracker=github	claimed, blocked, terminal/open issues, parent rollups (intermediate-env + all-terminal), stale-ready containers
GitHub repo URL / org/repo with an open issue missing configured lifecycle labels	GitHub label normalization	per classified lifecycle	add configured prd.ready or build ready
Literal github	GitHub; route by intake_mode (prd / build / both)

Disambiguation (same as lisa-intake): a notion.so/notion.site URL → Notion; an Atlassian /wiki/spaces/<KEY> URL → Confluence (with /pages/<id> → parent-page narrowing); a linear.app workspace/team URL or literal linear → Linear; a github.com URL / <org>/<repo> token / literal github → GitHub; a bare token matching the JIRA project-key regex → JIRA (else try Confluence space, then Linear team); a string with JQL operators → JQL. A single-item URL is out of scope — this skill is batch-only; repair one item by hand via lisa-implement (build) or by re-running lisa:<source>-to-tracker (PRD).

Role names for every vendor are resolved from .lisa.config.json per the config-resolution rule — never hardcode status/label strings. The relevant repair roles:

Lifecycle	Vendor	In-progress role key	Blocked role key	Terminal / rollup role key
Build	JIRA	jira.workflow.claimed (In Progress)	jira.workflow.blocked (Blocked)	env-resolved jira.workflow.done
Build	GitHub	github.labels.build.claimed (status:in-progress)	github.labels.build.blocked (status:blocked)	env-resolved github.labels.build.done (status:done)
Build	Linear	linear.labels.build.claimed (status:in-progress)	linear.labels.build.blocked (status:blocked)	env-resolved linear.labels.build.done (status:done)
PRD	Notion	notion.values.in_review (In Review)	notion.values.blocked (Blocked)	notion.values.shipped (Shipped)
PRD	GitHub	github.labels.prd.in_review (prd-in-review)	github.labels.prd.blocked (prd-blocked)	github.labels.prd.shipped (prd-shipped)
PRD	Linear	linear.labels.prd.in_review (prd-in-review)	linear.labels.prd.blocked (prd-blocked)	linear.labels.prd.shipped (prd-shipped)
PRD	Confluence	confluence.parents.in_review (page id)	confluence.parents.blocked (page id)	confluence.parents.shipped (page id)

In addition to the lifecycle roles above, the build lifecycle defines the human_needed marker — an additive label (jira.labels.human_needed / github.labels.build.human_needed / linear.labels.build.human_needed, default Human Needed / human-needed) that rides alongside blocked when the block needs human-only input no agent or retry can supply (see config-resolution "Build markers"). repair-intake's interaction with the marker is asymmetric and is the whole point of the distinction below:

• The blocks repair-intake itself writes are the auto-recoverable kind — it files a build-ready fix ticket and moves the item blocked blocked by that ticket, expecting the next cycle to self-heal. Those are not human_needed; if such an item arrives already carrying a stale human_needed marker, repair-intake clears it (the block is no longer waiting on a human).
• The blocks the vendor agent writes when repair-intake re-dispatches it (its pre-flight gate) carry human_needed already — the agent owns that marker. repair-intake leaves it in place.

Resolve with the standard role-read pattern (local overrides global, default fallback):

read_role() {
  local path="$1" default="$2"
  local local_v global_v
  local_v=$(jq -r "${path} // empty" .lisa.config.local.json 2>/dev/null)
  global_v=$(jq -r "${path} // empty" .lisa.config.json 2>/dev/null)
  echo "${local_v:-${global_v:-$default}}"
}
# e.g. build/github:
CLAIMED=$(read_role '.github.labels.build.claimed' 'status:in-progress')
BLOCKED=$(read_role '.github.labels.build.blocked' 'status:blocked')

Access layer (which surface does each write)

repair-intake stays vendor-neutral; concrete reads/writes go through the same layers the vendor intakes use. Never call Atlassian MCP or acli directly — go through lisa-atlassian-access.

Vendor	Reads (scan / comments / links)	Writes (transition / comment / close-out)	Re-dispatch / re-validate
JIRA (build)	lisa-atlassian-access search-issues / lisa-jira-read-ticket	lisa-atlassian-access transition / comment	lisa-jira-agent
GitHub (build)	gh issue list / gh issue view --json / gh pr list / GraphQL sub-issues	gh issue edit (labels) / gh issue comment / gh issue close --reason completed	lisa-github-agent
Linear (build)	Linear MCP list_issues / get_issue / list_comments	Linear MCP save_issue (labels) / save_comment	lisa-linear-agent
Notion (PRD)	lisa-notion-access (query, page comments)	lisa-notion-access write-page (status) / page comment	lisa-notion-to-tracker (dry-run)
GitHub (PRD)	gh issue list/view (PRD labels) / GraphQL sub-issues / generated-work section	gh issue edit / gh issue comment / gh issue close --reason completed	lisa-github-to-tracker (dry-run)
Linear (PRD)	Linear MCP list_projects / get_project (+ sentinel feedback issue)	Linear MCP save_project (labels) / save_comment	lisa-linear-to-tracker (dry-run)
Confluence (PRD)	lisa-atlassian-access CQL	lisa-atlassian-access page parentId update / comment	lisa-confluence-to-tracker (dry-run)

Staleness model

An in-progress item (build claimed, PRD in_review) is stalled when the last state-changing transition into the in-progress role, or the last human / PR-side forward-progress activity after that transition, is older than the stale_after threshold. blocked items are NOT gated on staleness — their repairability is judged on current blocker/answer state, not elapsed time.

Automation self-comments are not forward progress and must not reset the staleness clock. Status comments like [claude-build-intake] PR remains open..., [codex-build-intake] Follow-up pushed..., or [lisa-repair-intake] ... may be useful audit notes, but they cannot make a claimed item fresh forever. If a provider exposes a changelog/history surface, prefer the timestamp of the last transition into the claimed/In-Progress role over the item's generic updated timestamp. When the history surface is unavailable, ignore comments whose author/marker clearly belongs to Lisa or its automation agents, and use the newest human comment/edit or PR-side progress event instead.

A build claimed leaf whose linked PR has already merged (state == MERGED) is likewise NOT gated on staleness. A merged PR is a settled terminal state, not in-flight work: the only thing missing is the env transition build-intake never applied (its merge gate left the item claimed because the merge landed after its agent returned). The recovery is judged on PR merge state, not elapsed time — and crucially post-merge activity does not defer it. A freshly-merged PR keeps producing activity that the signal below would otherwise read as keep-alive (a queued/in-progress release or deploy check-run, a post-merge CodeRabbit summary comment), so gating merged-PR recovery on staleness strands a completed leaf in claimed for as long as that activity keeps the clock warm — exactly the failure that leaves a shipped Sub-task showing status:in-progress for a day while its parents roll up against it. Recover it regardless of recent activity (Build claimed decision tree step 0, and the dedicated high-confidence ordering bucket).

Threshold resolution

1. $ARGUMENTS stale_after=<dur> (one-off override) — always wins. Parse Nh / Nm / Nd / 0 into hours.
2. .lisa.config.json intake.repair.staleAfterHours (durable project default).
3. Built-in default: 2 hours.

stale_after=0 means "treat any in-progress item as stalled" — a manual full-recovery lever, and the only way to resume work on a provider that exposes no reliable activity timestamp.

Activity signal (state-change first, portable across vendors)

Compute the item's newest eligible activity timestamp from the highest-priority signal the vendor exposes, and compare it to now - stale_after:

1. Provider-native status/label transition time into the in-progress role, when the provider exposes it cleanly (JIRA changelog transition to claimed / In Progress, GitHub label event, Linear state/label history, Notion/Confluence page move/status history).
2. Latest human lifecycle/progress comment or edit on the item (and, for Linear PRDs, the sentinel feedback issue). Exclude automation self-comments and Lisa audit markers such as [claude-build-intake], [codex-build-intake], [lisa-build-intake], and [lisa-repair-intake].
3. For build items, latest PR-side forward-progress activity on the linked PR: newest commit, review, check-run, or PR comment.
4. Provider-native item updatedAt / last_edited_time / updated only when the provider cannot expose transition/comment authorship and the timestamp is not known to be driven by automation self-comments.

If ANY of these is newer than the threshold, the item is active → record it as active and skip it (read-only). For build claimed, an open PR with recent commits/checks is active. For PRD in_review, a recent comment or page edit is active.

Count only forward-progress signals as keep-alive: new commits, a review that was just requested or posted, an in-progress/queued check run, a fresh progress comment. A settled blocker state — a failing/errored check run, CONFLICTING mergeability, a CHANGES_REQUESTED review, an unaddressed CodeRabbit/reviewer change request, or a failed deployment — is NOT keep-alive activity: it does not reset the staleness clock. The clock runs from the last genuine progress event, so a PR that has been sitting failed/conflicted/awaiting-changes for longer than stale_after counts as stalled and is diagnosed below.

A merged linked PR is the same kind of non-keep-alive signal, in the other direction: the work is settled and complete, so its post-merge check-runs and summary comments must NOT count as keep-alive either. A build claimed leaf with a merged PR is recovered regardless of the staleness clock (see the Staleness model note above and the dedicated ordering bucket); it is never recorded active and skipped on the strength of post-merge activity.

If a provider cannot expose any reliable timestamp, do not auto-resume its in-progress items unless the caller passed stale_after=0. (Dependency-cleared blocked repair still proceeds — it is judged on blocker state, not time.)

Repair decision tree

Apply per candidate. Continue through the ordered list until every candidate inside the max_candidates cap has been evaluated. Each candidate may trigger a write (lifecycle transition, native close/archive/complete, re-dispatch, or refreshed note), be recorded read-only, or be recorded under Errors. Do not stop after the first write; the cap is the batch boundary.

Build claimed (stalled in-progress) → diagnose blocker, else resume in place

First check for an already-merged PR — this check is NOT gated on staleness. Read the item's linked PR state before applying the staleness gate (see "Stuck-cause diagnosis" step 1–2 for discovery). If state == MERGED, recover it immediately via step 0's merged-PR arm regardless of elapsed time or recent post-merge activity (per the Staleness model's merged-PR exemption): a merged PR is a completed leaf, and deferring it behind the staleness clock is what strands shipped work in claimed.

Only if the PR is not merged does the staleness gate apply. Once it passes, diagnose why it stalled by inspecting the item's PRs and deploys (see "Stuck-cause diagnosis" below). A stalled build usually stalled for a concrete external reason, and re-dispatching the agent at it will not fix a PR that cannot merge or a deploy that failed — it just churns.

0. Diagnose PR & deploy state. Run "Stuck-cause diagnosis" below. It resolves, in order:
   • PR already merged (checked first, staleness-exempt) → the build effectively completed; the vendor build-intake's merge gate left the item claimed because the merge landed after its agent returned. Do not re-dispatch or file anything — apply the scanner's post-agent env-resolved claimed → done transition directly (step 2 below, env-resolved), and record it. This is the recovery arm for build-intake leaving merged-but-unadvanced items in claimed.
   • PR only behind its base (a needed rebase) → mechanically resolvable, not a human blocker. Re-sync the branch in place so the already-enabled auto-merge can land (see diagnosis step 3). Keep the item claimed; a later cycle confirms the merge and transitions. Do not file a fix ticket for a clean rebase.
   • A true merge conflict → not an immediate fix ticket. A conflict is fixable by re-running the build, so attempt one in-place re-dispatch first (the resume sequence below; the vendor agent re-enters drive-pr-to-merge fix mode, which resolves conflicts). Only a conflict that survives that single attempt — the same conflicting head still CONFLICTING on a later cycle — or that the agent reports needs design input, falls through to the fix-ticket path (diagnosis step 5).
   • A real external blocker re-running the build cannot fix (failing checks / CHANGES_REQUESTED / unaddressed CodeRabbit; or a failed deploy) → do not dispatch the agent. File a build-ready leaf fix ticket for the blocker, move this item claimed → blocked with an is blocked by link to that ticket, and record it. The existing "Build blocked → unblock if cleared" path resumes this item on a later cycle once the fix ticket is terminal — a self-healing loop. Skip the resume steps below.

If the PR is healthy in-flight and no blocker is found, the work simply died mid-flight — run the same per-item sequence the vendor build-intake runs, skipping the claim transition (the item is already claimed):

1. Dispatch the item to the vendor agent — lisa-jira-agent / lisa-github-agent / lisa-linear-agent (matching the queue's tracker) — with the item ref. If repair-intake is running as a teammate rather than the lead/root agent, return a structured delegation-request to the lead instead of spawning that named peer yourself; only the lead can add named teammates in Claude's flat roster. This resumes the work in place, preserving its existing branch/PR and prior comments.
2. On agent success, apply the scanner's post-agent transition yourself: claimed → done, where done is env-resolved exactly as lisa:<tracker>-build-intake resolves it (per config-resolution env-keyed done: explicit target_env arg wins; else reverse-lookup the env from the resulting PR's base branch via deploy.branches; if done is a map and env is unresolvable, fail loudly — never guess). repair-intake owns this transition because it is standing in for the scanner that never got to finish it.
3. On a surfaced blocker (agent reports it cannot proceed), leave/move the item to blocked with a [lisa-repair-intake] note (see Loop prevention). When the surfaced blocker is something only a human can supply (credentials, access/permissions, a product or scoping decision), the item also carries the human_needed marker — the vendor agent's pre-flight gate applies it; if repair-intake makes the block transition itself for such a reason, it adds the marker too. (A block that another tracked ticket or retry will clear is not human-needed — that is the auto-recoverable fix-ticket path above.)

Do not reset stalled in-progress items to ready. Reset throws away state, makes a partially-built item look freshly human-approved to the next lisa-intake claim, and forces a two-cycle recovery. Resume in place.

Stuck-cause diagnosis: PR & deploy blockers

Run this for every stalled claimed build item before considering an agent re-dispatch. The goal is to distinguish "work died mid-flight, just resume it" from "work is blocked on a concrete external state that resuming the agent cannot fix."

1. Find the associated PR(s) and deploy(s). From the item's linked PRs (GitHub: prefer the native dev-link surface — gh issue view <n> --json closedByPullRequestsReferences — which lists merged PRs that closed the issue, then gh pr list --search <issue-ref> --state all; JIRA: dev-status / remote links; Linear: attachments and git-branch links) and the deploy(s) for the resulting merge (the env-keyed deploy.branches mapping from config-resolution). The --state all is load-bearing: gh pr list --search defaults to --state open, so a merged (closed) PR is invisible on that surface — the exact state this recovery path exists to catch. A merged PR linked only via search (no Closes # / native dev link) would otherwise never be discovered, and the leaf would never recover. Read each PR with the vendor's native state, e.g. GitHub gh pr view <n> --json state,mergedAt,mergeable,mergeStateStatus,reviewDecision,statusCheckRollup,comments,reviews.

2. PR already merged → recover, don't re-dispatch. If state == MERGED, the build is effectively complete and the only thing missing is the env transition the build-intake never applied (its merge gate left the item claimed because the merge landed after its agent returned). Do not re-dispatch or file anything: apply the scanner's post-agent env-resolved claimed → done transition (the resume-sequence step 2, env-resolved from the merged PR's base branch) and record it as a repair write. Where the env deploy is observable, confirm it did not fail first; a failed post-merge deploy falls through to the blocker path (step 4).

3. PR only behind its base → re-sync in place (mechanical, not a blocker). If the PR is clean but behind its base — mergeStateStatus == BEHIND while mergeable != CONFLICTING and no required check is failing — it does not need a human. This is exactly the case that strands a PR forever: GitHub auto-merge will not advance a BEHIND branch on its own, so a PR opened with --auto sits unmerged until something rebases it. Delegate this mechanical nudge + classification to the drive-pr-to-merge skill in report mode — the single source of truth for the "ensure auto-merge + re-sync a clean BEHIND branch" primitive — so this scanner does not re-implement it:

drive-pr-to-merge  pr=<n>  on_blocker=report

In report mode it ensures auto-merge is enabled and runs gh pr update-branch <n> only when the PR is BEHIND-but-clean and the base branch's ruleset or classic branch protection requires strict up-to-date status checks (strict_required_status_checks_policy / required_status_checks.strict). If strict checks are off, it does not update the branch solely because the base moved; that avoids CI cancellation storms in repos where updating the PR head restarts and cancels in-flight runs. It never edits code, resolves threads, or dismisses reviews. It returns a classification (merged / will-merge-after-resync / blocked:<reason>). On a merged / will-merge-after-resync result, record this as a repair write (resynced), keep the item claimed, and move on — a later cycle sees the now-CLEAN (or merged) PR and either lets auto-merge finish or applies the merged-PR recovery in step 2. Only if gh pr update-branch itself reports a conflict it cannot apply does the PR become a true conflict (step 4). Honor the backoff window so repeated cycles don't re-issue update-branch on an unchanged head (Loop prevention). For JIRA/Linear items the PR is still the GitHub PR backing the branch — operate on it the same way.

4. Classify as a blocker. Treat any of these as a real external blocker:

• True merge conflict — mergeable = CONFLICTING or mergeStateStatus = DIRTY (overlapping changes a plain rebase cannot resolve), or gh pr update-branch (step 3) reported a conflict. A merely BEHIND branch is not here — it was re-synced in step 3. Unlike the other classes below, a conflict is resolvable by re-running the build, so step 5 gives it one in-place re-dispatch before filing — see its conflict-first rule.
• Failing required checks — statusCheckRollup has a FAILURE/ERROR/TIMED_OUT conclusion, or mergeStateStatus = UNSTABLE/BLOCKED due to checks.
• Change requests outstanding — reviewDecision = CHANGES_REQUESTED, or unresolved CodeRabbit (or other reviewer) comments that request changes and have not been addressed by a newer commit.
• Branch-protection / approvals blocked — mergeStateStatus = BLOCKED for a reason other than a transient check still running.
• Failed deploy — the deployment for the item's merge/branch reports a failed/errored status (failed deploy workflow run, failed deployment status, or the project's deploy check is red).

A check that is still queued/in progress, or a CLEAN/HAS_HOOKS mergeable PR with no outstanding change request, is not a blocker — that is normal in-flight state. (Such a PR with recent check/commit activity would already have been caught as active by the staleness gate.)

5. On a blocker found → file a leaf fix ticket + block the item.

Conflict-first exception (try to resolve before filing). A true merge conflict — and only a conflict, not failing checks, change requests, or a failed deploy — is fixable by re-running the build: the vendor agent's drive-pr-to-merge fix-mode loop resolves conflicts. So before filing a fix ticket for a conflict, give the item one in-place re-dispatch: run the resume-in-place sequence (steps 1–3 of the parent path above), which re-enters drive-pr-to-merge in fix mode against the existing PR. Bound it to a single attempt per conflicting head — when you re-dispatch, post a [lisa-repair-intake] conflict-resolve-attempt: <item-ref>@<head-sha> marker keyed on the PR head SHA. On a later cycle, if that marker already exists for the same head SHA and the PR is still CONFLICTING, the attempt failed: stop retrying and file the fix ticket below. File immediately (skip the attempt) if the agent reports the conflict needs design input. Every other blocker class files the fix ticket with no re-dispatch. Honor the backoff window / state fingerprint (Loop prevention) so the re-dispatch is never re-issued against an unchanged conflicting head.

1. File one build-ready leaf fix ticket per distinct blocker via lisa-tracker-write (the vendor-neutral leaf writer + validation gate; never a vendor *-write-* skill directly), issue_type: Bug for a failing-check/conflict/failed-deploy, Task for review-feedback follow-up, build_ready: true so it auto-builds. The ticket MUST name: the blocked item + its PR/deploy URL, the exact blocker (conflict / which checks failed with their logs link / which change requests / which deploy run), three-audience description, and Gherkin acceptance criteria for "PR is mergeable / deploy is green."
2. Transition the stalled item claimed → blocked and add an is blocked by link to the new fix ticket (vendor-native: JIRA issue link is blocked by; GitHub/Linear Blocked by: line
   • label). Post a [lisa-repair-intake] note naming what it is blocked by and why. This block is auto-recoverable — the fix ticket will build and close on its own — so do not add the human_needed marker, and if the item already carries a stale human_needed label, remove it here (it is no longer waiting on a human). The human_needed marker is reserved for blocks a human must clear; this one a later cycle clears automatically.
3. Record it as a repair write. Do not dispatch the vendor agent for this item this cycle.

The item now sits in blocked; once the fix ticket reaches a terminal state, the Build blocked → unblock if cleared path (next section) detects the cleared is blocked by dependency and resumes the original in place — a self-healing loop.

Idempotency. Before filing, check for an open fix ticket already carrying the marker [lisa-repair-intake] blocker:<item-ref>/<blocker-key> (blocker-key is a stable slug of the blocker, e.g. pr-1234/merge-conflict or pr-1234/checks-failing). If one exists, reference it and ensure the is blocked by link is present rather than creating a duplicate. Honor the backoff window and state fingerprint (Loop prevention) so re-runs over the same unchanged blocker are no-ops.

Build blocked → re-evaluate, unblock if cleared

1. Read the block reason and classify the blocker (see Blocker classification & clearing). An item may be held by a dependency, by a validation / quality-gate self-block, by a deployed / runtime verification failure, by an ambiguity, or by more than one at once. Re-check every class present — do not stop at "no is blocked by links, therefore nothing to do." A self-block has zero dependencies by definition, yet is fully re-checkable.
2. Dependency cleared — if every parsed is blocked by dependency is cleared → move blocked → claimed, then run the same agent-dispatch + post-agent claimed → done sequence as the stalled-claimed path above (one-cycle recovery). If the agent re-blocks, move back to blocked — a valid outcome.
3. Validation / quality-gate self-block re-check — if the block reason is a pre-flight verify/validate gate failure (its [lisa-*] block note carries a gate marker + a "Missing requirements" list and there is no open is blocked by dependency), re-run the same gate against the item's current content via lisa-tracker-validate (read-only; the vendor-neutral gate lisa:<tracker>-build-intake and lisa:<tracker>-write-* already use). This is the build mirror of the PRD blocked → re-validate path below.
   • PASS now (the human added what was missing) → move blocked → claimed and resume exactly as in (2): agent-dispatch + post-agent claimed → done.
   • Still FAIL → stay blocked, but refresh the note with the current (usually smaller) missing-requirement set so the human sees what remains. Because the fingerprint includes the gate verdict + missing-requirement set (Loop prevention), a partial human fix changes the fingerprint and re-checks next cycle, while a truly-unchanged gate result stays in backoff.
4. Deployed / runtime verification blocker re-check — if the block reason is a failed deployed or runtime verification (a smoke/E2E/health check or manual probe against a live environment that errored — e.g. an authenticated endpoint returning 500, a deploy health check red, a seeded-data assertion failing), re-check by : the same auth identity/credentials, the same target environment, the same route, and the same scope/parameters. A probe that does exercise the failed path is evidence the blocker cleared — an request to an resource, a request against a different environment, or a narrower scope can all return a healthy status while the originally-failing path is still broken. (This exact false-negative — an unauthenticated to an auth-gated resource returning 200 without touching the failing table — wrongly unblocked a build item whose authenticated path was still 500ing, sending it again.)

Build terminal-open → native close / complete / resolve

For each build item that already carries the env-resolved true terminal done role but is still native-open / active / unresolved:

1. Verify the item is a leaf or a rollup parent whose all required children are terminal. If it is a parent with incomplete children, do not close it; refresh a [lisa-repair-intake] note naming the incomplete child set.
2. Verify the terminal done role is the true final value per leaf-only-lifecycle and config-resolution env-keyed done. Intermediate env labels (for example status:on-dev or status:on-stg) are not terminal and must stay open.
3. Perform the provider-native terminal action idempotently:
   • GitHub: gh issue close <number> --repo <org>/<repo> --reason completed.
   • Linear: move the issue to the configured Done / Completed native workflow state if available; otherwise record the missing native state as a setup error.
   • JIRA: verify it is resolved / closed (statusCategory = Done, resolution set if required); if not, transition through the configured terminal workflow path or report the missing setup.
4. Post a compact [lisa-repair-intake] note only when the native close-out changed state or when an actionable setup error must be surfaced. Do not spam already-closed terminal items.

Build parent rollup reconciliation (intermediate-env or terminal close-out)

For each parent/container item (an Epic, a Linear Project, or any item — of any type — with open child work), reconcile its lifecycle state with the roll-up of its children — including the intermediate-env case, not only fully-terminal close-out. This is the recovery-side complement to the forward rollup the *-sync --rollup skills perform; it catches a parent that was never rolled up (or was left in a status it should not carry, including a stale build-ready ready).

1. Read the child set using the vendor-native hierarchy first (GitHub sub-issues, JIRA Epic/parent/sub-task hierarchy, Linear project/parent/sub-issues), with the same fallbacks the vendor read/sync skills document. Record which children were resolved natively vs. only via the prose/body-parentage fallback — the gap between the two sets is repairable native-link drift. 1a. Heal native child links before rolling up (GitHub). Whenever the resolved child set contains same-repo children that are not in the parent's native subIssues graph — the typical case when the children carry Parent: #<n> / Parent Epic: #<n> in prose but were never attached (external generators like Codex, or an older write path) — attach each missing same-repo child as a native sub-issue using the identical idempotent addSubIssue contract the "GitHub PRD missing child links" path documents below: dedupe by owner/repo#number, treat "already linked" as success, keep cross-repo/cross-vendor children documented-only with a warning, and on subIssues/addSubIssue unavailability record a capability warning and continue. A build parent attaches the children resolved by its hierarchy (its Stories/Sub-tasks), not only empty-parent-token top-level work — the PRD top-level-only restriction is a PRD rule, not a build one. Record repaired refs in the rollup state fingerprint so repeated cycles do not re-post. Do this even when step 2 derives unchanged: the native graph is what the GitHub UI rollup and progress bar depend on, independently of the parent's status.
2. Compute the derived parent state bottom-up per the leaf-only-lifecycle Parent status rollup state machine, evaluated over the env ladder in-progress < dev < staging < production (the ordered keys of the env-keyed done map): any required child blocked → blocked; else every required child shipped to some env → the least-advanced env among them (e.g. all On Stg → On Stg); else any child started → claimed; else unchanged. Optional / won't-do / not-planned children are terminal-but-dropped and do not hold the parent open.
3. If the derived state differs from the parent's current state, apply it via the vendor's lifecycle write (JIRA transition, GitHub/Linear label swap keeping exactly one status:*), removing any conflicting stale build lifecycle role — including a stale ready the parent should never carry. Post an idempotent rollup note naming the derived state and the child tally (honor the backoff window + fingerprint).

PRD in_review (stalled in-progress) → re-run validate→route

After the staleness gate passes, run the same dry-run validate→route pipeline the vendor PRD intake runs per item, targeted at this single PRD and skipping the claim (it is already in_review):

1. Invoke lisa:<source>-to-tracker with dry_run: true and the PRD's URL (source = the queue's PRD vendor: notion-to-tracker / confluence-to-tracker / linear-to-tracker / github-to-tracker). This indirectly runs lisa-tracker-source-artifacts, lisa-product-walkthrough, and the lisa-tracker-validate gate, returning a structured PASS/FAIL report with prd_anchor snippets — the same report the PRD intake consumes.
2. On PASS → re-invoke lisa:<source>-to-tracker with dry_run: false to write the tickets (its full run already writes the PRD back-link via lisa-prd-backlink), run the lisa-prd-ticket-coverage audit as the PRD intake does, then transition the PRD to its ticketed role via the access layer.
3. On FAIL → post the clarifying-question comments grouped by prd_anchor (page-level for prd_anchor: null), tagged [lisa-repair-intake] (Loop prevention), and transition to blocked.

PRD blocked → re-validate if new answers exist

1. Determine whether new clarifying answers exist: any comment/update on the PRD newer than the last [lisa-repair-intake] note or the original blocked note. For Linear include the sentinel feedback issue and anchored sub-issue comments; for Confluence include inline/footer comments where the access layer exposes them; for Notion include page comments and last_edited_time.
2. If new answers exist → run the lisa:<source>-to-tracker dry-run validate→route pipeline as in PRD in_review above (skipping claim). PASS → ticketed; FAIL → refresh note, stay blocked.
3. If no new answers and no dependency change → leave blocked untouched (subject to the backoff window — do not re-post an identical note).

PRD terminal-open → close / archive source artifact

For each PRD source artifact that already carries the configured terminal source role (shipped for generated-work completion, or a source-specific terminal role that the configured PRD source declares closed-out) but is still native-open / active:

1. Verify the PRD's generated top-level work is terminal per prd-lifecycle-rollup, unless the source artifact is already in a stronger product-owned terminal role that explicitly permits closure. Do not move a PRD out of draft or verified.
2. Close or archive through the source vendor's native mechanism where one exists:
   • GitHub: close the PRD issue with --reason completed.
   • Linear: archive/close the PRD project through Linear MCP when supported by the workspace.
   • Confluence/Notion: archive the page only when the access layer exposes a supported archival action; otherwise record a capability-aware no-op.
3. Never set verified; /lisa:verify-prd remains the only automated writer of the verified role. This path only reconciles an already-terminal PRD with native closure.

PRD rollup with all generated work terminal → ship and close out

For each PRD in ticketed or another non-product-owned open PRD role whose generated top-level work is fully terminal:

1. Read the generated top-level child set exactly as prd-ticket-coverage / the vendor PRD intake does: native PRD children where supported, plus the durable generated-work section fallback.
2. Evaluate terminal state using prd-lifecycle-rollup's vendor predicate. A generated Epic or Story is terminal only when it has itself rolled up and closed out; do not re-derive its leaf descendants directly when its own state is still open.
3. Transition the PRD to the configured shipped role.
4. Close/archive the PRD source artifact through the vendor-native close-out mechanism where supported. This repair path is the explicit close-out sweep for PRDs whose child work is done; it does not set verified and does not run /lisa:verify-prd.
5. If generated work is missing, ambiguous, or partially incomplete, leave the PRD open and report the incomplete child set. Never close a PRD on partial completion.

GitHub PRD missing child links → native sub-issue repair

For each open GitHub PRD in ticketed or another non-product-owned PRD role, compare the durable generated-work fallback against the PRD's native sub-issue graph and repair missing native links. This is the recovery counterpart to lisa-prd-backlink's GitHub native parent-linking section: PRD intake/backlink should attach generated top-level work as native PRD children when possible, but repair-intake must heal the graph when that write was skipped, failed, or later drifted.

1. Read the generated work exactly as PRD rollup does:

   • Prefer the machine-readable ## Tickets / ## Generated Work section (lisa:gw tokens).
   • If the machine-readable section is absent but an older Lisa ticketing comment exists, parse only its structured Top-level work: block as a compatibility fallback. Do not scrape arbitrary prose.

2. Select only generated top-level work:

   • lisa:gw entries whose parent token is empty.
   • Older ticketing-comment entries under Top-level work:. Leaf Sub-tasks and descendant Stories are never direct PRD children.

3. Restrict native repair to same-repo GitHub issues. Cross-repo or cross-vendor generated work stays documented-only; record a warning instead of failing.

4. Read the PRD's existing native sub-issues with the same GraphQL subIssues query documented by lisa-prd-backlink / lisa-github-read-issue, and dedupe by child-ref (owner/repo#number).

5. For each missing same-repo top-level child, resolve node IDs and call the same GitHub GraphQL mutation as prd-backlink:

   mutation($parentId:ID!,$childId:ID!){
     addSubIssue(input:{issueId:$parentId,subIssueId:$childId}){issue{number}subIssue{number}}
   }
   

   Treat "already linked" duplicate rejections as success. If subIssues / addSubIssue is unavailable, leave the documented generated-work fallback intact, record a capability warning, and continue.

6. Post one idempotent [lisa-repair-intake] note when a missing native PRD child link is repaired or when the native-link capability is unavailable. Include the generated top-level child set, the pre-existing native child set, and repaired child refs in the state fingerprint so repeated cycles do not spam comments.

7. Do not transition the PRD lifecycle merely because child links were repaired. Rollup/ship remains governed by the PRD rollup path after the child graph is complete.

GitHub missing official ready-label normalization → configured ready

For GitHub queues, enumerate open issues that have no configured Lisa lifecycle label in the active lifecycle namespace(s). This is the repair path for issues created by older tools or humans with labels like build-ready, or with no Lisa status label at all, that are invisible to lisa-intake, whose scanner only reads the configured ready labels.

1. Resolve configured lifecycle labels from .lisa.config.json / .lisa.config.local.json:
   • PRD lifecycle labels: draft, ready, in_review, blocked, ticketed, shipped, verified when configured.
   • Build lifecycle labels: ready, claimed, blocked, every env-resolved done value, intermediate status labels where configured, and human_needed.
2. Query open GitHub issues that are missing all configured lifecycle labels for the lifecycle(s) selected by intake_mode. If intake_mode=prd, only PRD-classified issues are normalized. If intake_mode=build, every non-PRD issue is normalized as a build ticket. If intake_mode=both, classify PRDs first and normalize all remaining issues as build tickets.
3. Classify the issue:
   • PRD if it has PRD labels/markers (prd, type:PRD, kind:prd), PRD structure (## Problem, ## Goals, ## Validation Journey, generated-work/backlink sections), or body/comment text that explicitly says prd-ready.
   • Build ticket if it has build work labels/types (bug, type:Bug, task, type:Task, sub-task, type:Sub-task, improvement, type:Improvement, story, spike) or body/comment text that explicitly says build-ready. When PRD signals are absent and the selected lifecycle includes build, default to Build ticket even if no build type label is present; build-intake/implement will validate the item and move it to blocked if required sections are missing.
   • Ambiguous PRD/build if strong PRD and build classifications both match. In intake_mode=prd normalize as PRD; in intake_mode=build normalize as build; in intake_mode=both, prefer PRD only when the body has PRD structure, otherwise build.

Blocker classification & clearing (conservative, vendor-specific extraction)

A blocked build item is held by one or more of three blocker classes. Identify which are present from the item's block note(s) and links, then clear-check each present class — an item with no dependency is not automatically un-actionable; it may be a self-block that now passes.

Class A — dependency blockers

lisa-tracker-read is a thin dispatcher that returns each vendor's bundle verbatim — there is no normalized is blocked by field. Read the bundle, then extract blockers per vendor:

• GitHub: parse the durable forms lisa-github-build-intake documents — Blocked by: #123, qualified cross-repo refs (owner/repo#123), issue URLs in the body/comments — plus timeline cross-reference events.
• JIRA: inspect the native issue-link records lisa-jira-read-ticket returns and select the is blocked by link type.
• Linear: inspect the native issue relations from Linear MCP get_issue and select blocker relations.

Then classify each blocker:

• Closed, or shipped to any environment → cleared. A blocker is cleared at any env-staged done role — not only the production terminal. The done role is configured per-env as a {dev, staging, production} map (config-resolution), so On Dev, On Stg, and production Done all mean the blocker's code is merged and deployed to ≥1 environment. A post-build review role (e.g. Code Review) is likewise cleared — the change exists and is in flight. An is blocked by link is a development dependency: it is satisfied once the blocker's code is in trunk; it must NOT wait for the blocker to reach production. (This matches the intake-path dependency-hold gate in lisa-intake-explain, which already treats code-review / on-dev / on-stg / done as cleared — repair-intake must not be stricter. In an env-staged workflow where Done means "in production", a strict production-terminal check strands every dependent forever behind a blocker that is already merged and sitting at On Stg / On Dev.)
• Open in a pre-merge role (ready / claimed / unknown — code not yet in trunk) → still blocking.
• Inaccessible (deleted, cross-org, permission denied) → still blocking, unless the item body or a newer human comment explicitly states the dependency is resolved.

Only re-dispatch when every parsed blocker is cleared. When in doubt, stay blocked — a false-negative (left blocked) is cheap; a false-positive (re-dispatched into a real blocker) wastes a build cycle.

Class B — validation / quality-gate self-block

A self-block has no is blocked by dependency: the build-intake/agent flow claimed the item, its pre-flight verify/validate gate failed (missing Validation Journey, Sign-in Required, Target Backend Environment, Repository, Out of Scope, Evidence manifest, weak Acceptance Criteria, etc.), and the item was bounced to blocked carrying that gate's [lisa-*] note + "Missing requirements" list. Detect it by: (1) the block note bears a known gate marker (e.g. Pre-flight verify gate: BLOCKED, jira-verify / *-validate-*), and (2) there is no open is blocked by dependency. (If both a dependency and a self-block are present, clear the dependency via Class A first; the self-block re-check still gates the eventual re-dispatch.)

Clear-check by re-running the same gate against current content — lisa-tracker-validate (read-only; never writes), which dispatches to lisa:<tracker>-validate-* exactly as the write path and build-intake do, so the bar cannot drift:

• PASS → cleared. Proceed to re-dispatch (decision tree step 2).
• FAIL → still self-blocked. Refresh the note with the current missing set (Loop prevention).

Conservative, same as Class A: a still-failing gate is a real blocker — never re-dispatch a build whose own gate has not yet passed. This is intentionally symmetric with the PRD blocked → re-validate path: PRDs re-run their dry-run validate→route when source content changes; builds re-run tracker-validate when item content changes. The asymmetry where build blocked checked only dependencies — leaving verify-gate self-blocks stranded forever after a human filled in the missing sections — is the gap this class closes.

Class C — ambiguity / clarifying answers

A block that research or a human answer can settle (no dependency, no failing gate). Re-check by running the needed research (lisa-codebase-research / lisa-product-walkthrough) or detecting a human comment/edit newer than the last [lisa-repair-intake] note. Resolved → proceed to re-dispatch; else stay blocked.

Class D — deployed / runtime verification failure

A block set by a deployed or runtime check that failed against a live environment — a smoke/E2E/health probe or manual reproduction that returned an error (an authenticated endpoint 500ing, a deploy health check red, a seeded-data assertion failing). This is neither a dependency nor a content gate: the item is correct but the environment it must verify against is broken.

Clear-check by reproducing the original failing check with the same context that set it — same auth identity/credentials, same environment, same route, same scope. The cardinal rule: never unblock on a probe weaker than the one that set the block. A signal that does not exercise the failed path is not a clear:

• Anonymous/unauthenticated request to an auth-gated resource (it can short-circuit to a healthy response without touching the failing code path).
• A request against a different environment than the one that failed.
• A narrower scope than the failing check (a subset that happens to pass).

Conservative, same as the other classes: reproduces-clean → cleared; still-failing or not-reproducible-this-cycle → stay blocked. Because the cause is external (a deployed defect, not item content), the durable handling is the real external blocker path — file/keep a build-ready fix ticket for the deployed defect and is blocked by-link the item to it, so a later cycle self-heals when that ticket is terminal. If reproducing the check needs human-only access the agent lacks, apply human_needed.

Loop prevention

A blocked item with a permanently unresolved problem must not be "repaired" and re-noted every cron tick.

• Every note this skill writes is prefixed [lisa-repair-intake] and carries a compact state fingerprint: the lifecycle role, the set of blocker refs + their observed states, the validation verdict (PASS/FAIL) plus the current missing-requirement set for a Class-B self-block (so a human filling in one of several missing sections changes the fingerprint and triggers a re-check next cycle, rather than being suppressed as a no-op), terminal/open state, rollup child tally, and a timestamp.
• Before writing a note or re-attempting a blocked item, compute the current fingerprint. If an identical fingerprint was already posted within the backoff window, skip the item silently (record as still_blocked / active, no write).
• Backoff window default = stale_after (2h). force=true bypasses backoff for a manual run.
• A changed fingerprint (new blocker state, new answers, new verdict) always warrants a fresh note + re-attempt — backoff suppresses only no-op repeats.

Lifecycle ownership guard

repair-intake owns the repair surfaces needed to recover stuck work and close-out drift: build claimed / blocked, PRD in_review / blocked, terminal-labeled native-open items, parent/container rollups (intermediate-env and fully-terminal), and stale-ready containers. It MAY:

• Apply the build scanner's post-agent claimed → done on a successful resume (it is finishing the scanner's interrupted job), and move a dependency-cleared build item blocked → claimed.
• Manage the human_needed marker on build blocks: leave it where the vendor agent set it (a human-only pre-flight block), and clear it from an item it moves to an auto-recoverable blocked (blocked by a build-ready fix ticket) — that block self-heals and is not waiting on a human.
• Move a re-validated PRD in_review/blocked → ticketed (PASS) or → blocked (FAIL), exactly as the PRD intake does.
• Close / complete / resolve build items that already carry the true terminal done role but are still natively open, per leaf-only-lifecycle.
• Roll up a parent/container to its derived state per the leaf-only-lifecycle state machine — including an intermediate env value (On Dev/On Stg) when all required children have reached that env — and close/complete/resolve it only when the derived env is the true terminal done.
• Reconcile a container wrongly carrying the build-ready ready role (a leaf-only-invariant violation) by rolling it up from its children and removing the ready, with a [lisa-repair-intake] audit note. This is the one ready-touching exception (see MUST NOT) and applies only to containers, never to leaves.
• Move a PRD with fully terminal generated work to shipped and close/archive the source artifact where the source vendor supports native close-out, per prd-lifecycle-rollup.
• Repair missing native GitHub child links by replaying the same-repo, idempotent addSubIssue contract — for a PRD from the generated-work fallback (top-level-only), and for a build Epic/Story container from its hierarchy/body-parentage children — so rollup and the GitHub UI can rely on the native graph. This repairs structure only; it does not ship, transition, or verify the parent.
• Normalize a GitHub issue with no configured lifecycle label by adding the configured PRD or build ready label after classifying the issue. This is a visibility repair, not a claim; the item remains open and unclaimed for normal intake.

It MUST NOT:

• Move a PRD out of draft or verified (those are product-owned), or set verified itself.
• Link leaf Sub-tasks or descendant Stories directly under a PRD. Only generated top-level work (empty parent token / Top-level work: entries) may become PRD children.
• Apply a build done value other than via the env-resolution rules, or close a native item at any value other than the true terminal done (see leaf-only-lifecycle).
• Touch ready leaves (that is lisa-intake's lane). A container carrying ready is the documented exception above — repair-intake reconciles it because ready on a parent is an invariant violation, not the human "claim this leaf" signal intake owns.
• Move a GitHub issue that already carries a configured lifecycle label back to ready merely because some other label looks stale. Official lifecycle labels remain authoritative.

Cycle behavior

1. Resolve the queue — detect vendor/lifecycle (Source dispatch); resolve stuck role names from config. For JIRA, confirm the needed transitions are reachable; stop on misconfig.
2. Enumerate repair candidates — query in-progress role(s), blocked role(s), terminal/open items, GitHub parents (PRDs and build Epic/Story containers) whose discoverable children — generated-work fallback for a PRD, hierarchy/body-parentage for a build container — are missing from their native sub-issue graph, rollup parents/PRDs with child work, containers carrying the ready role (a leaf-only-invariant violation to reconcile), and GitHub issues with no configured lifecycle label, for the detected lifecycle(s), up to max_candidates, via the Access layer reads.
3. Order deterministically, highest repair-confidence first:
   1. terminal-labeled items that only need native close / complete / resolve,
   2. build claimed leaves whose linked PR is already merged — apply the env-resolved claimed → done close-out (staleness-exempt; no re-dispatch). This MUST run before any rollup bucket: a merged-PR leaf is a settled terminal state, and recovering it first means its parent rolls up to its true derived state in the same cycle. If this ran after rollup (or last, among generic stalled items), the parent would be reconciled against a not-yet-closed child and the shipped leaf would linger another cron pass — the failure this ordering exists to prevent,
   3. GitHub parents (PRDs missing native links for generated top-level work, or build Epic/Story containers missing native links for prose/hierarchy children) needing structure-only repair,
   4. rollup parents/PRDs whose child sets are all terminal (close-out),
   5. rollup parents whose children have advanced to an intermediate env, or stale-ready containers, that need their derived state applied (status-only reconciliation, no native close),
   6. blocked items whose dependencies are now cleared (safe, high-value, one-cycle wins),
   7. blocked items whose validation / quality-gate self-block now re-validates PASS — a human filled in the missing sections (Class B; equally safe and high-value),
   8. blocked items with new clarifying answers,
   9. GitHub missing-official-label normalization candidates,
   10. stalled in-progress items (PR not merged), oldest activity first.
4. , evaluating each candidate (terminal close-out, rollup child tally, staleness, dependency, answer checks), and repair candidate that is actionable inside the cap. Continue after successful writes and after per-item errors.

Process all materially actionable repairs among the enumerated candidates — scan up to max_candidates, repair the actionable subset, then exit. This intentionally differs from lisa-intake's one-ready-item claim contract because repair work is bounded by an explicit cap and often consists of cheap close-out reconciliation that should drain in one cron pass.

Summary report

Report outcomes in these buckets:

• resumed — stalled in-progress work re-dispatched in place.
• resynced — a stalled build whose PR was merely behind its base, re-synced via gh pr update-branch so the already-enabled auto-merge can land; the item stays claimed for a later cycle to confirm the merge and transition.
• recovered — a stalled build whose PR had already merged, advanced by applying the env-resolved claimed → done transition build-intake never got to (no re-dispatch).
• unblocked — blocker cleared (or answers resolved); re-dispatched or transitioned to ticketed.
• closed_out — terminal-labeled items whose native open/active state was closed, completed, resolved, or archived.
• rolled_up — parent/container/PRD rollups advanced to their derived state: an intermediate env (e.g. all children at On Stg → parent On Stg), a fully-terminal close-out, or a stale-ready container reconciled from its children.
• relinked — GitHub parents (PRDs from the generated-work fallback, or build Epic/Story containers from hierarchy/body-parentage) whose missing native sub-issue links were attached.
• normalized_ready — GitHub issues missing official lifecycle labels that were classified and given the configured PRD/build ready label so normal intake can claim them.
• still_blocked — examined and intentionally left blocked, with the active reason.
• active — skipped because current work is not stale (or within backoff).
• errors — items that failed evaluation, with the error.

State every item repaired this cycle and the action taken. If the output would be long, group by bucket and show compact refs plus counts.

Schedule examples

/schedule "every 2 hours" /lisa:repair-intake https://www.notion.so/<workspace>/<database-id>
/schedule "every 2 hours" /lisa:repair-intake https://linear.app/acme
/schedule "every 2 hours" /lisa:repair-intake acme/product-prds
/schedule "every 2 hours" /lisa:repair-intake acme/frontend-v2 intake_mode=build
/schedule "every 2 hours" /lisa:repair-intake github intake_mode=both
/schedule "every 4 hours" /lisa:repair-intake SE stale_after=12h
/lisa:repair-intake SE stale_after=0 force=true        # manual: treat all in-progress as stalled, ignore backoff

Run repair-intake less frequently than lisa-intake (the ready queue moves faster than stuck work accumulates), or interleaved on a longer cadence.

Rules

• Never run a cycle without an explicit queue. Side effects too high to default.
• Never reset stalled in-progress items to ready — resume in place (decision tree).
• Never mutate product-owned states (draft, verified) or set verified; PRD rollup close-out may move open generated-work PRDs to shipped and close/archive them only after all associated child work is terminal.
• Apply build done ONLY via the env-resolution rules, and trigger native closure only at the true terminal done value (leaf-only-lifecycle).
• A blocked build item's blocker may be a dependency, a validation/quality-gate self-block (no dependency — re-check by re-running lisa-tracker-validate against current content), or an ambiguity. Re-check every class present; do not treat "no is blocked by links" as "nothing to do."
• Never re-dispatch a blocked build item unless every parsed blocker is cleared (conservative dependency clearing).
• Repair every materially actionable candidate inside the max_candidates cap; default cap is 100.
• Default GitHub intake_mode is both when both PRD and build namespaces exist.
• Honor the backoff window — never re-post an identical [lisa-repair-intake] note within it (unless force=true).
• Never run two repair cycles concurrently against overlapping queues, and never run repair-intake against a queue lisa-intake is concurrently draining — the scheduling layer is responsible for serialization.
• Stop and surface failures rather than retry-loop.