Work-unit triage for GitHub issues. Groups raw issues, fuses each group with the AGENTS.md northstar in session, and composes /distill to hand off each routed work unit.
Installation
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Work-unit triage for GitHub issues. Groups raw issues, fuses each group with the AGENTS.md northstar in session, and composes /distill to hand off each routed work unit.
Triage: Work-Unit Formation
Form executable work units from GitHub issue substrate, handing execution — branches, PRs, applied fixes — to a normal session. It reads raw issues, groups related issues, fuses each group with the project's inscribed northstar and the user's current-session judgment, forms one or more focused work units, and — once the user routes a unit for handoff — composes /distill to emit it as a portable handoff for an independent session.
Core Contract
/triage owns work-unit formation:
BacklogIntake
-> RawIssueSet
-> IssueGroup
-> NormalizedProblemFrame
-> NorthstarFusion
-> FocusedWorkUnit
-> RouteChoice
-> independent session: [/distill] -> PortableHandoff
-> re-triage: back to the relevant earlier phase, no handoff composed
Execution is not /triage's. The receiving session consumes the portable handoff /distill composes — or a focused work unit directly — and does the branching, editing, and PR work itself. Arranging how several routed units run is likewise outside this skill: /triage emits one handoff per routed unit and stops.
Types
Type
Meaning
BacklogIntake
The scale-aware intake step that binds an explicit issue scope or, when no scope is supplied, inspects the current repository's open GitHub issue backlog through lightweight metadata before deciding how much substrate to read. Scale is judged by triage load, not by a fixed issue-count threshold.
RawIssueSet
The issue substrate read from GitHub: issue body, comments, labels, linked PRs, and explicitly cited blockers. Scope this narrowly to issues; do not call it external signals.
IntakeIntent
The user-recognized purpose for the triage pass, explicitly stated in the current session.
TriageLoad
A metadata-grounded composite judgment spanning IssueLoad, RepoLoad, MappingLoad, and IntentAmbiguity.
IssueGroup
One or more raw issues that share a problem pressure: similar symptom, target behavior, conceptual request, affected surface, or blocked execution axis.
NormalizedProblemFrame
A single problem statement reconstructed from the issue group, with duplicates collapsed and contradictions surfaced.
Northstar
The inscribed direction line read from AGENTS.md or the active project guide, usually under ## Northstar. This may have been produced by /realign.
NorthstarFusion
A session-text trace showing how the normalized problem frame preserves, transforms, or drops issue claims in light of the northstar and the user's current judgment.
FocusedWorkUnit
The executable unit formed from one issue group after northstar fusion. Default cardinality is IssueGroup -> FocusedWorkUnit one-to-one. Split only when northstar fusion exposes distinct execution axes.
RouteChoice
The user's current-session choice for a formed work unit: hand it off to an independent session, or re-triage it.
PortableHandoff
The handoff artifact for an independent session, composed by /distill from a routed FocusedWorkUnit. /distill owns this type; /triage composes it rather than emitting its own handoff format.
Phase 0: Bind Scope
Accept one of:
Explicit issue numbers or URLs
A GitHub query scope such as a label, milestone, project view, or gh issue list filter
The current session's issue set if the user has already surfaced raw issues
A user-supplied issue list pasted into the session
If no scope is recoverable, default to the current repository's open GitHub issue backlog. First perform a lightweight metadata pass, not a full substrate read:
gh issue list --state open --json number,title,labels,state,createdAt,updatedAt,assignees,milestone
If GitHub access is unavailable or the current repository cannot be identified, ask for the issue scope or pasted issue list.
Classify the intake scale by TriageLoad before reading full issue bodies and comments:
Load axis
Signals to inspect from metadata and repo shape
IssueLoad
Open issue volume relative to the next checkpoint, recent arrival rate, title/body preview density when available, comment/dependency/link indicators, unlabeled or stale proportion, duplicate / needs-info candidates.
RepoLoad
Repository surface area, number of independently deployable packages or runtime surfaces, verifier/test matrix breadth, known co-change requirements, ownership or component boundaries.
MappingLoad
How clearly issue titles/labels map to code, docs, runtime, verifier, or protocol surfaces; whether many issues span several surfaces or lack enough metadata to map.
IntentAmbiguity
Whether the current session has clarified the triage purpose: executable work selection, stale backlog reduction, milestone/release preparation, duplicate consolidation, blocker surfacing, or another explicit intent.
Use the load axes to choose an intake posture:
Posture
Intake path
Small
Full-scan the bound open issues into RawIssueSet, then group. Use this only when IssueLoad, RepoLoad, MappingLoad, and IntentAmbiguity are all low enough that full substrate reading fits the next checkpoint.
Medium
Build a metadata grouping map first. Surface candidate clusters in Phase 2 before the user confirms selection, then read full substrate only for confirmed clusters. Use this when full scan is plausible but one or more load axes would make silent reading too costly.
Large
Call /elicit to crystallize IntakeIntent, convert that intent into a GitHub query/filter or cluster selection, then read full substrate only for the resulting slice. Use this whenever full substrate reading would exceed the next checkpoint or the triage purpose is unclear.
If the user explicitly asks for a full-backlog audit on a medium or large backlog, process metadata in checkpointed batches and surface progress between batches. Defer full body/comment reads until after the first grouping checkpoint.
Load is not legible from labels.TriageLoad sizes the intake (how much substrate to read now). It does not measure the deliverable load a unit imposes downstream — the human judgment its execution and review will demand. These are independent: a refactor/enhancement label does not imply low deliverable load. An audit or candidate-classification issue — one whose output is a decision (which candidates to act on, merge-vs-keep, discriminant-vs-removable) — carries high deliverable load because it spawns in-session judgment gates, even when its surface reads as mechanical. When ordering or routing units by reviewer cost, read deliverable load from what the issue produces (a mechanical edit vs a decision), not from its type label.
Phase 1: Read Raw Issues
Read the full issue substrate for each issue in the bound scope or confirmed cluster:
comments that contain reporter answers, prior triage notes, review feedback, or maintainer decisions
linked PRs and explicit references such as depends on #N
labels or body sections indicating blocked, out-of-scope, stale, or ready states
Use the available GitHub interface (gh, MCP, or pasted issue text). Preserve issue numbers in every downstream artifact.
For medium and large intake postures, metadata-only lists are provisional. They can seed IssueGroup candidates, but a candidate cannot become a NormalizedProblemFrame, FocusedWorkUnit, or distilled PortableHandoff until the relevant full issue substrate has been read.
Phase 2: Group Issues
Propose IssueGroup candidates by problem pressure, not by label alone.
Useful grouping signals:
same user-facing symptom or desired behavior
same issue type, impact, urgency, severity, or priority pressure
same component, owner, milestone, or affected runtime surface
same protocol, skill, runtime surface, or verifier surface
same missing decision or northstar tension
same stale, blocked, duplicate, or needs-info disposition
duplicate or near-duplicate requests
one issue's proposed fix depends on another issue's premise
Labels can seed grouping, especially type / priority / severity / component labels, but they do not replace problem-pressure grouping.
Surface the grouping map before moving to fusion. If grouping is contested, present 2-3 grouping alternatives with their downstream work-unit shape. The user may confirm, adjust, split, merge, or ask for re-triage.
Phase 3: Normalize Problem Frames
For each confirmed IssueGroup, write a NormalizedProblemFrame:
Problem: one sentence naming the shared pressure
Included issues: issue numbers and one-line contribution from each
Conflicts or drift: contradictions, stale claims, or unresolved issue premises
Missing context: specific facts needed before execution, if any
Out of scope: nearby requests the group should not absorb
This is not an implementation plan. It is the issue group's shared problem frame.
Phase 4: Fuse With Northstar
Read the active project northstar from AGENTS.md, CLAUDE.md, or the project guide. Prefer AGENTS.md when present in Codex contexts.
For each NormalizedProblemFrame, produce a NorthstarFusion trace:
Preserved: issue claims that directly serve the northstar
Transformed: issue claims reframed by the northstar
Dropped: issue claims that are unsupported, stale, or outside the current work unit
User-session judgment: the current-session interpretation or route preference the user has expressed
The fusion happens in session text. GitHub may store the result later, but the user's route judgment is constituted in the Codex session.
Phase 5: Form Focused Work Units
Convert each fused frame into a FocusedWorkUnit.
Default rule: one confirmed IssueGroup becomes one FocusedWorkUnit.
Split the group only when:
northstar fusion exposes separate execution axes
one subset is blocked while another is ready
one subset needs exploration before it can be framed while another is ready to hand off
verification surfaces are disjoint enough that one PR would hide the review basis
Each work unit includes:
name
normalized problem frame
northstar fusion trace
included issues
excluded issues or claims
readiness status: ready, needs-info, blocked, stale, or split-required
verification expectations
suggested route with rationale
Phase 6: Route Choice
Present the work units and ask the user to choose a route for each:
Independent session — hand this unit's portable handoff to a fresh session.
Re-triage — revise grouping, fusion, or work-unit boundaries.
The route choice is the input Phase 7 hands /distill: a unit routed to an independent session proceeds to Phase 7. Re-triage returns to the relevant earlier phase; no handoff is composed for that cycle.
Phase 7: Compose /distill
For each work unit the user routed to an independent session, compose /distill to produce its PortableHandoff.
Hand /distill the work unit's own substrate as its working context: the FocusedWorkUnit, its NormalizedProblemFrame, its NorthstarFusion trace, and the included issue numbers with their per-issue contribution. /distill runs its own contract declaration against this substrate: the recipient is a fresh session with no access to the current one, so the handoff carries what that session cannot re-derive from the repository itself. /triage does not pre-classify durability or recipient profile; it supplies the work-unit substrate, and /distill resolves them at its own contract phase.
Re-triage does not reach this phase: revising grouping, fusion, or work-unit boundaries produces no handoff to distill.
/distill emits the PortableHandoff, including the activation edge that hands the artifact to the independent session as a copyable initial-prompt block.
Rules
Backlog intake default (Architectural — usable entrypoint): A bare /triage call defaults to the current repository's open GitHub issue backlog through a lightweight metadata pass. Ask for scope only when repository issue access is unavailable or ambiguous.
RawIssueSet scope (Architectural — substrate boundary): Use RawIssueSet, not broad external-signal language, for the issue substrate. The concrete input is GitHub issues or pasted issue equivalents.
Dynamic scale judgment (Architectural — bounded attention): Classify small, medium, or large by TriageLoad, not by a fixed issue-count threshold. Issue count is only one signal inside IssueLoad.
Scale-aware substrate read (Architectural — bounded attention): Small intake may be full-scanned; medium intake requires metadata-first cluster confirmation; large intake requires IntakeIntent via /elicit before full substrate reads.
Metadata is provisional (Architectural — substrate boundary): Metadata-only grouping cannot produce a work unit. Full issue substrate is required before normalization, northstar fusion, and handoff composition.
Work-unit formation, not execution (Architectural — role boundary): /triage does not edit production files, create implementation branches, open PRs, or apply fixes.
IssueGroup default cardinality (Architectural — review-surface visibility): Default to IssueGroup -> FocusedWorkUnit one-to-one. Split only with cited execution-axis evidence.
Northstar fusion required (Axiom anchor — Convergence Persistence): Every ready work unit includes a fusion trace against the active project northstar. A summary without fusion is not a triaged work unit.
Session route authority (Axiom anchor — Detection with Authority): Route choice belongs to the user in the current session. GitHub labels or project fields may record the choice but do not replace it.
PortableHandoff is the handoff artifact (Architectural — handoff specificity): A receiving session consumes the portable handoff /distill composes, or a focused work unit directly, not a raw issue list.
No silent grouping (Derived — Surfacing over Deciding): Surface grouping candidates before forming work units. Similarity grouping is a user-recognized judgment, not a hidden classifier result.
Preserve issue provenance (Architectural — provenance continuity): Every problem frame, work unit, and composed handoff cites the source issue numbers that contributed to it.
Blocked work stays visible (Derived — Surfacing over Deciding): If an issue group is blocked, stale, or needs-info, emit that as a work-unit disposition or re-triage note rather than dropping it.
Composition boundary, not hand-rolled emission (Architectural — composition boundary): /triage forms and routes focused work units; it does not hand-roll its own handoff template. The portable handoff — its zero-memory comprehension gate, leak lint, and durability classification — is /distill's owned contract, composed at Phase 7 rather than duplicated inline.
Boundary Note
/triage reads GitHub issue substrate and emits focused work units. It may read the current northstar produced by /realign, but it does not rewrite the project guide. It composes /distill to hand selected work units' portable handoffs to independent sessions, but does not execute branches, PRs, or review compliance, and does not arrange the order or concurrency in which several routed units run.
Composition
Triage composes the following protocols at runtime:
Phase 0 (large intake posture): /elicit (Euporia) — crystallizes IntakeIntent before full substrate reads
Phase 7: /distill (Diylisis) — composes the routed work unit's portable handoff
Composition is sequential — each phase consumes the previous phase's output. The re-triage route at Phase 6 does not reach Phase 7; that cycle composes no handoff.
Anti-patterns
Count-threshold scale: deciding small, medium, or large by a fixed issue count instead of TriageLoad.
Unbounded backlog scan: reading full bodies/comments for a medium or large intake posture before a metadata grouping checkpoint or /elicit-formed IntakeIntent.
Label-only grouping: labels can seed grouping, but the work unit must be formed by shared problem pressure and cited issue evidence.
Label-implies-load: inferring low deliverable (execution/review) load from a refactor/mechanical label when the issue's output is a decision or candidate-classification that will spawn in-session judgment gates.
Metadata-only work units: emitting normalized frames, focused work units, or composed handoffs from titles/labels alone.
Northstar-free summary: a raw issue summary without preserved/transformed/dropped claims is not a triaged work unit.
Execution leakage: branch creation, file edits, PR creation, and review compliance belong to the receiving execution session, not /triage.
Silent split or merge: changing work-unit cardinality without surfacing the grouping rationale hides the decision the user must recognize.
Work unit as issue dump: a FocusedWorkUnit handed to /distill must carry the fused problem frame, scope, exclusions, and verification expectations Phase 3 through 5 produced; it is not a pasted issue list.
Hand-rolled handoff emission: writing a bespoke initial-prompt template inside /triage instead of composing /distill at Phase 7. The handoff's comprehension gate, leak lint, and durability classification live in /distill's contract; re-implementing them inline duplicates and drifts from it.
Operational checklist (per cycle)
Phase 0 issue scope is explicit, session-supplied, pasted, or defaulted to current open backlog through metadata intake
Phase 0 TriageLoad records IssueLoad, RepoLoad, MappingLoad, and IntentAmbiguity
Phase 0 intake posture is classified as small, medium, or large from TriageLoad before full substrate reads
Large intake has an IntakeIntent crystallized through /elicit before filtered full-substrate reads
Phase 1 RawIssueSet includes issue numbers and relevant comments / links / blockers
Phase 2 grouping map surfaced before work-unit formation
Phase 3 NormalizedProblemFrame records evidence, conflicts, missing context, and exclusions
Phase 4 NorthstarFusion records preserved / transformed / dropped claims
Phase 5 FocusedWorkUnit readiness and split rationale are explicit
Phase 6 route choice is selected by the user before any handoff is composed
Phase 7 /distill is composed per routed work unit, handed the FocusedWorkUnit/NormalizedProblemFrame/NorthstarFusion/issue-provenance substrate; re-triage skips this step
