PyTorch Backlog Intelligence

A public static, read-only backlog compression view. It turns individual notifications into an auditable maintainer work plan with linked evidence underneath. No GitHub writes are performed.

all open issues represented
15437
Open issues
all represented
2770
Open PRs
all represented
312
Workflow lanes
oncall/module queues
2704
Review groups
82.5% fewer review units
9
Maintainer moves
99% fewer than review groups
15739
Work threads
expandable evidence graph
1579
Evidence bundles
local-only
413
Patch-plan bundles
no GitHub writes

Recommended Workflow

This static run compresses 15437 open issues and 2770 open PRs into 2704 review groups, then into 9 recommended maintainer moves across 312 workflow lanes. Start with maintainer-owned unblock work, then repair-ready PRs, oncall/module triage, issue sweeps, and volunteer-ready bundles.

local-only; no GitHub writes

Do First: Maintainer-Owned Unblocks

1 action queue · 259 issues affected · 988 PRs

Stalled work where the next action is maintainer-owned, such as repo-owner test approval or final review.

Example: PRs waiting on repo-owner test approval are separated from contributor-blocked PRs, so maintainers can unblock them without rereading the full thread.

  • make final PR decision
    329 bundles · 259 issues · 988 PRs

Do Second: Repair-Ready PRs

2 action queues · 711 issues affected · 1728 PRs

Open PRs with named failing checks, merge state, or concrete repair direction.

  • fix failing CI checks
    484 bundles · 711 issues · 1718 PRs
  • fix failing static/type checks
    1 bundle · 0 issues · 10 PRs

Do Third: PR Lineage Cleanup

1 action queue · 329 issues affected · 2179 PRs

Older, superseded, or overlapping PR attempts that should be reviewed together.

  • resolve overlapping PR lineage
    272 bundles · 329 issues · 2179 PRs

Do Fourth: Batch Issue Sweeps

3 action queues · 10003 issues affected · 46 PRs

Grouped issue families where one policy, duplicate, close, or clarification pass can cover several rows.

  • park or close contributor-waiting PRs
    46 bundles · 48 issues · 46 PRs
  • consolidate duplicate candidates
    22 bundles · 184 issues · 0 PRs
  • apply stale sweep policy
    281 bundles · 9771 issues · 0 PRs

Do Fifth: Volunteer Bundles

2 action queues · 4443 issues affected · 0 PRs

Contributor-ready issue slices with shared scope, labels, and test expectations.

  • prepare patch-plan bundle
    398 bundles · 4421 issues · 0 PRs
  • prepare volunteer-ready bundle
    15 bundles · 22 issues · 0 PRs

How This Reduces Maintainer Time

The output does not act on GitHub. It turns individual notifications into evidence-bound review units.

Maintainer moves firstShows what a maintainer should do first, second, third, and why.
Threads stay expandableReview threads, relationship edges, and raw rows remain underneath for audit.
Specific blockersPR states are split into owner gates, contributor waits, check fixes, review decisions, and branch updates.
Batchable issue workDuplicate, stale, waiting-info, and volunteer-ready rows are handled as grouped sessions.