{
  "schema": "opengov.factory-report/v1",
  "generated_at": "2026-09-09T18:15:02.401384+00:00",
  "rendered_from_sha": "697e0f3dc449a3cbcb028e3b74d429f85a454cc7",
  "read_me_first": "This is the Factory dashboard as data: the same numbers the HTML page shows, from the same objects, generated in the same run. Read disclosed_gaps BEFORE quoting any figure \u2014 a null count means the source could not be reached, never zero. Read definitions before interpreting a word: 'found', 'accepted' and 'shipped' have narrower meanings here than in ordinary use. Every headline figure in provenance carries a command that re-derives it from the records in docs/loops/.",
  "how_to_check": {
    "recheck_everything": "python -m scripts.loops.dashboard --json /tmp/factory-recheck.json --root . && diff <(jq -S .numbers /tmp/factory-recheck.json) <(jq -S .numbers docs/reports/factory-dashboard/factory.json)",
    "records_live_in": "docs/loops/",
    "note": "Commands assume the repository root as the working directory. Counts drift as the factory runs \u2014 compare against generated_at, not against today."
  },
  "definitions": {
    "stages": {
      "gap": "A problem has been reported and accepted, and no test has been written for it yet.",
      "eval": "A test that reproduces the problem is written and waiting for a person to approve it.",
      "impl": "A fix is open as a pull request and running through the automated checks.",
      "merged": "The fix has landed on the main branch.",
      "closure_lens": "The fix has landed, and the GitHub issue it came from is waiting to be closed."
    },
    "sources": {
      "organic": "A scheduled re-reading of the concept documents looking for unbuilt behaviour.",
      "clawpatch": "An automated code review that reads the source directly.",
      "backlog": "A problem taken from the written spec backlog.",
      "issue": "A GitHub issue somebody filed.",
      "fuzz": "An automated search for inputs that crash the service.",
      "flake": "A test that passes and fails on the same code."
    },
    "counting_rules": {
      "found": "How many problems a source reported, counting the ones later rejected or set aside. The question it answers is what the source reported, not what survived triage. A problem reported twice counts once.",
      "accepted": "How many reported problems got past triage into the work queue. It is NOT a count of work in flight \u2014 most accepted problems have already shipped.",
      "shipped": "How many reached a finished state: a fix merged, or the behaviour turning out to be already correct. Measured over 274 finished items on 2026-07-26, at most 9.5% were the second kind, so treat this as a good headline rather than an exact merged-fix count.",
      "rate": "shipped divided by found, so problems that were never going to ship sit in the denominator. A source often turned down at triage shows a low rate for that reason alone \u2014 compare shipped, not rate, when deciding what is worth running.",
      "cycle_time": "Days from the problem being found to its fix merging \u2014 the wait somebody actually experiences. Nearly all of it is queueing: the median fix itself takes 0.00 days.",
      "window_net": "Tests written minus fixes merged over the recent window. Positive means the untested backlog grew."
    }
  },
  "numbers": {
    "headline": {
      "constraint": "Main bottleneck: 1 test PR(s) were already approved by a human (they carry the `loop:approve` label) but have not been merged for more than 6h \u2014 the merge step, not a person, is holding them.",
      "balance_verdict": "The factory is merging fixes faster than it writes tests. Over the last 7 days it wrote 62 and merged 108, so the backlog shrank by 46."
    },
    "flow": {
      "stages": [
        {
          "stage": "gap",
          "source": "organic",
          "count": 89,
          "oldest_age_hours": 2346.9
        },
        {
          "stage": "gap",
          "source": "clawpatch",
          "count": 3,
          "oldest_age_hours": 422.7
        },
        {
          "stage": "gap",
          "source": "backlog",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "gap",
          "source": "issue",
          "count": 1,
          "oldest_age_hours": 4.6
        },
        {
          "stage": "gap",
          "source": "fuzz",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "gap",
          "source": "flake",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "eval",
          "source": "all",
          "count": 3,
          "oldest_age_hours": 86.6
        },
        {
          "stage": "impl",
          "source": "organic",
          "count": 41,
          "oldest_age_hours": 2178.3
        },
        {
          "stage": "merged",
          "source": "organic",
          "count": 634,
          "oldest_age_hours": 2661.5
        },
        {
          "stage": "impl",
          "source": "clawpatch",
          "count": 1,
          "oldest_age_hours": 614.4
        },
        {
          "stage": "merged",
          "source": "clawpatch",
          "count": 46,
          "oldest_age_hours": 2430.7
        },
        {
          "stage": "impl",
          "source": "backlog",
          "count": 1,
          "oldest_age_hours": 1535.1
        },
        {
          "stage": "merged",
          "source": "backlog",
          "count": 2,
          "oldest_age_hours": 1543.4
        },
        {
          "stage": "impl",
          "source": "issue",
          "count": 1,
          "oldest_age_hours": 1175.7
        },
        {
          "stage": "merged",
          "source": "issue",
          "count": 14,
          "oldest_age_hours": 1515.4
        },
        {
          "stage": "impl",
          "source": "fuzz",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "merged",
          "source": "fuzz",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "impl",
          "source": "flake",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "merged",
          "source": "flake",
          "count": 0,
          "oldest_age_hours": null
        },
        {
          "stage": "closure_lens",
          "source": "issue",
          "count": 12,
          "oldest_age_hours": 1515.4
        }
      ],
      "side_pockets": [
        {
          "name": "quarantined_evals",
          "label": "Failing tests the automation could not fix",
          "count": 11,
          "severity": "actionable",
          "truncated": false,
          "items": [
            {
              "id": "E-2026-W21-013"
            },
            {
              "id": "E-2026-W22-008"
            },
            {
              "id": "E-2026-W30-018"
            },
            {
              "id": "E-2026-W30-035"
            },
            {
              "id": "E-2026-W30-042"
            },
            {
              "id": "E-2026-W31-002"
            },
            {
              "id": "E-2026-W33-048"
            },
            {
              "id": "E-2026-W33-060"
            },
            {
              "id": "E-2026-W34-049"
            },
            {
              "id": "E-2026-W34-072"
            },
            {
              "id": "E-2026-W35-120"
            }
          ]
        },
        {
          "name": "could_not_articulate_evals",
          "label": "Gaps the test-writing loop (Loop 2) could not turn into a failing test",
          "count": 0,
          "severity": "actionable",
          "truncated": false,
          "items": []
        },
        {
          "name": "unflipped_merged_evals",
          "label": "Merged tests stuck before the fix loop (Loop 3) \u2014 status never updated (`red_confirmed`)",
          "count": 0,
          "severity": "actionable",
          "truncated": false,
          "items": []
        },
        {
          "name": "approved_unmerged_prs",
          "label": "Approved test PRs still waiting to be merged (`loop:approve`)",
          "count": 3,
          "severity": "actionable",
          "truncated": false,
          "items": [
            {
              "id": "E-2026-W36-069",
              "pr_url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3129"
            },
            {
              "id": "E-2026-W37-019",
              "pr_url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3329"
            },
            {
              "id": "E-2026-W37-021",
              "pr_url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3336"
            }
          ]
        },
        {
          "name": "escalated_gaps",
          "label": "Handed to a person to decide",
          "count": 131,
          "severity": "neutral",
          "truncated": false,
          "items": []
        },
        {
          "name": "cooled_gaps",
          "label": "Dropped without a fix",
          "count": 75,
          "severity": "neutral",
          "truncated": false,
          "items": []
        },
        {
          "name": "needs_rebase_prs",
          "label": "Fixes that need updating onto the latest main (`loop:needs-rebase`)",
          "count": 30,
          "severity": "actionable",
          "truncated": false,
          "items": [
            {
              "number": 3320,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3320",
              "title": "[Loop 3] Impl I-2026-W37-050: the Messages guide no longer promises a registration-number placeholder that doesn't exist",
              "age_hours": 25.3
            },
            {
              "number": 3319,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3319",
              "title": "[Loop 3] Impl I-2026-W37-049: manual drops a standards body the platform does not stand on",
              "age_hours": 25.8
            },
            {
              "number": 3303,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3303",
              "title": "[Loop 3] Impl I-2026-W37-042: imported yes/no and pick-one questions now preview correctly",
              "age_hours": 35.1
            },
            {
              "number": 3299,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3299",
              "title": "[Loop 3] Impl I-2026-W37-039: the Agencies form can now take the agency name in the country's other language",
              "age_hours": 38.1
            },
            {
              "number": 3291,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3291",
              "title": "[Loop 3] Impl I-2026-W37-033: import receipt now says what it counts instead of \"Edges\"",
              "age_hours": 40.4
            },
            {
              "number": 3290,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3290",
              "title": "[Loop 3] Impl I-2026-W37-032: the failure list now names a cause, not the sender's own retry word",
              "age_hours": 40.7
            },
            {
              "number": 3288,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3288",
              "title": "[Loop 3] Impl I-2026-W37-030: the People and Rights log headlines stop calling a page the whole country",
              "age_hours": 41.5
            },
            {
              "number": 3259,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3259",
              "title": "[Loop 3] Impl I-2026-W37-013: a join step that reviews every question now shows up in the per-question flow picture",
              "age_hours": 57.3
            },
            {
              "number": 3253,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3253",
              "title": "[Loop 3] Impl I-2026-W37-008: My rights stops promising a grantor it never shows",
              "age_hours": 60.2
            },
            {
              "number": 3243,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3243",
              "title": "[Loop 3] Impl I-2026-W37-002: Person page guide is honest about the baseline right now",
              "age_hours": 65.0
            },
            {
              "number": 3240,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3240",
              "title": "[Loop 3] Impl I-2026-W36-187: the Proof tab guide stops promising a chooser and used-mode readout that don't exist",
              "age_hours": 67.0
            },
            {
              "number": 3228,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3228",
              "title": "[Loop 3] Impl I-2026-W36-184: the guide no longer promises a rule reaches the reviewer's checklist",
              "age_hours": 69.4
            },
            {
              "number": 3222,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3222",
              "title": "[Loop 3] Impl I-2026-W36-182: editor guide stops offering an AI reviewer nothing runs",
              "age_hours": 70.7
            },
            {
              "number": 3216,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3216",
              "title": "[Loop 3] Impl I-2026-W36-181: a saved currency stays visible after the country stops accepting it",
              "age_hours": 72.0
            },
            {
              "number": 3204,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3204",
              "title": "[Loop 3] Impl I-2026-W36-178: Filters guide stops promising an effect nothing performs",
              "age_hours": 75.7
            },
            {
              "number": 3178,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3178",
              "title": "[Loop 3] Impl I-2026-W36-168: the field-status guide now names the last-role exception",
              "age_hours": 88.8
            },
            {
              "number": 3175,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3175",
              "title": "[Loop 3] Impl I-2026-W36-166: Save on a shared list now tells the registrar when a rename is refused",
              "age_hours": 90.8
            },
            {
              "number": 3162,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3162",
              "title": "[Loop 3] Impl I-2026-W36-160: the guide's messages chapter stops promising a moment and a slot the product refuses",
              "age_hours": 95.8
            },
            {
              "number": 3160,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3160",
              "title": "[Loop 3] Impl I-2026-W36-158: the data dictionary explainer now names only the standards the catalogue really uses",
              "age_hours": 96.3
            },
            {
              "number": 3151,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3151",
              "title": "[Loop 3] Impl I-2026-W36-156: My rights guidance now covers institutions and procedure assignments",
              "age_hours": 100.9
            },
            {
              "number": 3148,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3148",
              "title": "[Loop 3] Impl I-2026-W36-153: section-delete refusal now names the blocking rules, no matter how many",
              "age_hours": 103.2
            },
            {
              "number": 3145,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3145",
              "title": "[Loop 3] Impl I-2026-W36-152: a registrar can now correct an agency's name after it's on the register",
              "age_hours": 103.4
            },
            {
              "number": 3143,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3143",
              "title": "[Loop 3] Impl I-2026-W36-150: the preview now shows a closed dropdown for an adopted shared list",
              "age_hours": 104.2
            },
            {
              "number": 3140,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3140",
              "title": "[Loop 3] Impl I-2026-W36-147: user manual now documents the Country settings screen",
              "age_hours": 105.5
            },
            {
              "number": 3133,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3133",
              "title": "[Loop 3] Impl I-2026-W36-143: raising a threshold via a saved rule now demands a republish, same as typing it directly",
              "age_hours": 109.1
            },
            {
              "number": 3125,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3125",
              "title": "[Loop 3] Impl I-2026-W36-140: the type note now follows a detail one connection further out",
              "age_hours": 110.8
            },
            {
              "number": 3123,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3123",
              "title": "[Loop 3] Impl I-2026-W36-138: version history now names the publisher, not their sign-in id",
              "age_hours": 111.5
            },
            {
              "number": 3122,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3122",
              "title": "[Loop 3] Impl I-2026-W36-137: a registrar can now type the catalog heading in a second language",
              "age_hours": 112.4
            },
            {
              "number": 3115,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3115",
              "title": "[Loop 3] Impl I-2026-W36-132: the fourth requirement dot now reads Verification, not the officer word Review",
              "age_hours": 115.5
            },
            {
              "number": 3112,
              "url": "https://github.com/UNCTAD-OpenGov/opengov/pull/3112",
              "title": "[Loop 3] Impl I-2026-W36-131: Messages empty state stops narrowing itself to gate transitions",
              "age_hours": 116.1
            }
          ]
        },
        {
          "name": "closure_disputed_issues",
          "label": "Closed issues the automatic double-check disputes",
          "count": 0,
          "severity": "actionable",
          "truncated": false,
          "items": []
        },
        {
          "name": "automation_parked_issues",
          "label": "Issue work parked for a human (rejected, quarantined, or escalated)",
          "count": 0,
          "severity": "actionable",
          "truncated": false,
          "items": []
        }
      ]
    },
    "balance": {
      "window_days": 7,
      "window_written": 62,
      "window_merged": 108,
      "window_net": -46,
      "burst": null,
      "days": [
        {
          "day": "2026-07-02",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-03",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-04",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-05",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-06",
          "written": 3,
          "merged": 0
        },
        {
          "day": "2026-07-07",
          "written": 12,
          "merged": 6
        },
        {
          "day": "2026-07-08",
          "written": 12,
          "merged": 10
        },
        {
          "day": "2026-07-09",
          "written": 16,
          "merged": 5
        },
        {
          "day": "2026-07-10",
          "written": 6,
          "merged": 5
        },
        {
          "day": "2026-07-11",
          "written": 5,
          "merged": 5
        },
        {
          "day": "2026-07-12",
          "written": 7,
          "merged": 6
        },
        {
          "day": "2026-07-13",
          "written": 6,
          "merged": 4
        },
        {
          "day": "2026-07-14",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-15",
          "written": 1,
          "merged": 1
        },
        {
          "day": "2026-07-16",
          "written": 8,
          "merged": 12
        },
        {
          "day": "2026-07-17",
          "written": 5,
          "merged": 18
        },
        {
          "day": "2026-07-18",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-19",
          "written": 21,
          "merged": 12
        },
        {
          "day": "2026-07-20",
          "written": 8,
          "merged": 4
        },
        {
          "day": "2026-07-21",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-07-22",
          "written": 17,
          "merged": 5
        },
        {
          "day": "2026-07-23",
          "written": 9,
          "merged": 8
        },
        {
          "day": "2026-07-24",
          "written": 13,
          "merged": 13
        },
        {
          "day": "2026-07-25",
          "written": 9,
          "merged": 4
        },
        {
          "day": "2026-07-26",
          "written": 31,
          "merged": 16
        },
        {
          "day": "2026-07-27",
          "written": 12,
          "merged": 12
        },
        {
          "day": "2026-07-28",
          "written": 2,
          "merged": 0
        },
        {
          "day": "2026-07-29",
          "written": 12,
          "merged": 14
        },
        {
          "day": "2026-07-30",
          "written": 21,
          "merged": 12
        },
        {
          "day": "2026-07-31",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-01",
          "written": 4,
          "merged": 0
        },
        {
          "day": "2026-08-02",
          "written": 17,
          "merged": 19
        },
        {
          "day": "2026-08-03",
          "written": 16,
          "merged": 23
        },
        {
          "day": "2026-08-04",
          "written": 25,
          "merged": 19
        },
        {
          "day": "2026-08-05",
          "written": 22,
          "merged": 10
        },
        {
          "day": "2026-08-06",
          "written": 9,
          "merged": 9
        },
        {
          "day": "2026-08-07",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-08",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-09",
          "written": 11,
          "merged": 21
        },
        {
          "day": "2026-08-10",
          "written": 11,
          "merged": 8
        },
        {
          "day": "2026-08-11",
          "written": 2,
          "merged": 1
        },
        {
          "day": "2026-08-12",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-13",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-14",
          "written": 3,
          "merged": 0
        },
        {
          "day": "2026-08-15",
          "written": 28,
          "merged": 15
        },
        {
          "day": "2026-08-16",
          "written": 41,
          "merged": 18
        },
        {
          "day": "2026-08-17",
          "written": 16,
          "merged": 1
        },
        {
          "day": "2026-08-18",
          "written": 57,
          "merged": 12
        },
        {
          "day": "2026-08-19",
          "written": 14,
          "merged": 2
        },
        {
          "day": "2026-08-20",
          "written": 0,
          "merged": 0
        },
        {
          "day": "2026-08-21",
          "written": 6,
          "merged": 6
        },
        {
          "day": "2026-08-22",
          "written": 0,
          "merged": 11
        },
        {
          "day": "2026-08-23",
          "written": 0,
          "merged": 20
        },
        {
          "day": "2026-08-24",
          "written": 1,
          "merged": 2
        },
        {
          "day": "2026-08-25",
          "written": 0,
          "merged": 4
        },
        {
          "day": "2026-08-26",
          "written": 0,
          "merged": 4
        },
        {
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            "loop/I-2026-W36-023",
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            "loop/I-2026-W36-026",
            "loop/I-2026-W36-027",
            "loop/I-2026-W36-028",
            "loop/I-2026-W36-029",
            "loop/I-2026-W36-030",
            "loop/I-2026-W36-031",
            "loop/I-2026-W36-032",
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            "loop/I-2026-W36-045",
            "loop/I-2026-W36-046",
            "loop/I-2026-W36-047",
            "loop/I-2026-W36-048",
            "loop/I-2026-W36-049",
            "loop/I-placeholder-E-2026-W33-066"
          ],
          "at": "2026-09-09T18:16:47.094453+00:00"
        }
      }
    },
    "timeline": {
      "events": 2717,
      "by_kind": {
        "gap_detected": 970,
        "impl_merged": 696,
        "eval_written": 979,
        "issue_closed": 12,
        "impl_opened": 60
      },
      "oldest": "2026-04-26T20:15:05.722181+00:00",
      "newest": "2026-09-09T17:32:05.362952+00:00"
    }
  },
  "disclosed_gaps": [
    {
      "figure": "numbers.cycle_time_days.finished",
      "kind": "omitted",
      "count": 15,
      "why": "Finished items whose original record is too old for the current schema to read cannot be dated, so they are absent from the durations and from every percentile computed over them."
    },
    {
      "figure": "numbers.weekly_activity.weeks",
      "kind": "omitted",
      "count": 34,
      "why": "Records too old for the current schema to read carry no usable date and sit on no week. Unstated they would read as a quiet week rather than a record we cannot see."
    }
  ],
  "provenance": [
    {
      "figure": "numbers.achievements.total_gaps",
      "from": "docs/loops/gaps/*.yaml",
      "how": "One record per problem accepted into the work queue, counted.",
      "verify": "ls docs/loops/gaps/*.yaml | wc -l"
    },
    {
      "figure": "numbers.achievements.total_evals",
      "from": "docs/loops/evals/*.yaml",
      "how": "One record per test written against a problem, counted.",
      "verify": "ls docs/loops/evals/*.yaml | wc -l"
    },
    {
      "figure": "numbers.achievements.total_merges",
      "from": "docs/loops/impls/*.yaml",
      "how": "Fix records whose status is merged, counted.",
      "verify": "grep -l '^status: merged' docs/loops/impls/*.yaml | wc -l"
    },
    {
      "figure": "numbers.lifetime.total_found",
      "from": "docs/loops/gaps/, docs/loops/cooled/, docs/loops/escalated/",
      "how": "Every problem any source reported, across the work queue and both settled pockets, deduplicated by record id. Counting only the work queue is the mistake this figure was rebuilt to stop.",
      "verify": "python -c \"from pathlib import Path; from scripts.loops.source_value import lifetime_value; L=lifetime_value(Path('docs/loops/gaps'), Path('docs/loops/evals'), cooled_dir=Path('docs/loops/cooled'), escalated_dir=Path('docs/loops/escalated')); print(L.total_found)\""
    },
    {
      "figure": "numbers.lifetime.accepted",
      "from": "the same walk as total_found",
      "how": "accepted + rejected + set_aside == total_found, always. They are three outcomes of one number, not three independent counts.",
      "verify": "python -m scripts.loops.dashboard --json /tmp/factory-recheck.json --root . && diff <(jq -S .numbers /tmp/factory-recheck.json) <(jq -S .numbers docs/reports/factory-dashboard/factory.json)"
    },
    {
      "figure": "numbers.cycle_time_days.p50",
      "from": "docs/loops/gaps/ paired with docs/loops/impls/",
      "how": "Nearest-rank percentile over days from the problem being found to its fix merging. Null when there is nothing to measure, never zero.",
      "verify": "jq '[.numbers.cycle_time_days.finished[].days] | sort | .[(length*0.5|floor)]' docs/reports/factory-dashboard/factory.json"
    },
    {
      "figure": "numbers.balance.window_written",
      "from": "docs/loops/evals/",
      "how": "Tests written per day over the recent window, summed.",
      "verify": "jq '[.numbers.balance.days[-(.numbers.balance.window_days):][].written] | add' docs/reports/factory-dashboard/factory.json"
    },
    {
      "figure": "numbers.balance.window_merged",
      "from": "docs/loops/impls/",
      "how": "Fixes merged per day over the recent window, summed.",
      "verify": "jq '[.numbers.balance.days[-(.numbers.balance.window_days):][].merged] | add' docs/reports/factory-dashboard/factory.json"
    },
    {
      "figure": "numbers.flow.stages",
      "from": "docs/loops/gaps/, docs/loops/evals/, docs/loops/impls/ plus open pull requests on GitHub",
      "how": "Live queue depth per stage per source. The GitHub-backed stages are null when GitHub is unreachable \u2014 see disclosed_gaps.",
      "verify": "python -m scripts.loops.dashboard --json /tmp/factory-recheck.json --root . && diff <(jq -S .numbers /tmp/factory-recheck.json) <(jq -S .numbers docs/reports/factory-dashboard/factory.json)"
    },
    {
      "figure": "numbers.health.timers",
      "from": "systemctl on the factory host",
      "how": "Whether each loop's timer is enabled. Only meaningful in a run on that host; a local run reports what the local machine knows.",
      "verify": "ssh erdev 'systemctl is-enabled opengov-digest.timer'"
    },
    {
      "figure": "numbers.health.subscriptions",
      "from": "the daemon's /health on the factory host",
      "how": "Which subscription is carrying the work, what is parked, which login is dead, and how much of each subscription's rolling windows is used (headroom, 0..1 \u2014 as the CLI last reported it on a run or on the six-hourly reserve probe). duplicate_accounts is empty both when every store is a different account and when a store could not be read \u2014 accounts_unknown names the latter. Null when the daemon could not be asked \u2014 see disclosed_gaps.",
      "verify": "ssh erdev 'curl -s localhost:9876/health | jq .subscriptions'"
    },
    {
      "figure": "numbers.health.queue_hygiene",
      "from": "the daemon's /health on the factory host",
      "how": "The stale-worktree sweep and unpushed-branch reap's last spawn-capable tick (#2710 items 10/15) \u2014 mode (off/observe/act), how many candidates, and their names (worktree paths / branch names). Null when the daemon could not be asked \u2014 see disclosed_gaps.",
      "verify": "ssh erdev 'curl -s localhost:9876/health | jq .queue_hygiene'"
    }
  ]
}