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AI Flow: Reverse Engineering
Public Made by Adomby adom
Photos of a PCB to a tagged KiCad copy: parts placed, copper and nets with their evidence, a schematic, a measured confidence score, bench tests and a video of the run.
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Caleb
Add the Compute Module 5 run of version 0.4.0: report, evidence images, audit sheets and KiCad copy
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{
"passes": [
{
"aiThread": "cm5-caleb",
"at": "2026-11-10T02:00:01Z",
"findings": 0,
"fullPass": false,
"hashes": {
"audits/copper/population.json": "4cb9d2e5d2e45a1540e039df125e9ce40143134475de1340f21eede6c38aacc5",
"audits/copper/sample.json": "cad5a8fb09de863847279db24c2162db402afd2b84093953faf70d3c296b802e",
"audits/placement/population.json": "51f9627246d4f560a5bb2cafbbaa14d54bb9f27e87e161e38fdfa059a48847cc",
"audits/placement/sample.json": "3b71c9b78f068541d748ad51ab9556bd088eb8b33e3f856ad7c47caf183431d5",
"audits/vias/population.json": "8e3bc9499fdf5fd5d71ea5fc97b1530bf53baf68639ade4a71ad25fb17797847",
"audits/vias/sample.json": "187c01da31ee0c6b6ae05e4af55a873cd2b9676435c2e8c6cd0297839d9dc192",
"blocks.json": "2c61e9d9893f6da435822d65f79a0976f255db98f89c4c67207af8b011f39d2a",
"copper.json": "86b0b4f1dc544bf3f58fa23b6c26f09166debb72ca0d2b7a2269b6dcf6cac29d",
"fidelity.json": "9e35a516daa9421eb645b10ff94b7faa09bb151b97df0974a60ebb3e991dac8f",
"layers.json": "cce4dcdd2f64fa0a8f3d4ca3b1882c284c9bd9c7f1a4101b5cb51d63f4383271",
"nets.json": "969d64d568134bdafc21c9356fb2025adb0ec82f5973700dfb127847c4719937",
"parts.json": "8d0dc46ea6df10d5930dfb06d85f914079a93efa0077d27e0d81492b578bb928",
"prep.json": "67fbdf78a36c557c016028a43f389366d971d9c0e6d55098b8ec4af323644957",
"scale.json": "88b4d0bb0d925ec83a670268025fa76a6cd63fe12dd3c45565f41a2800b4724a"
},
"maxPasses": 20,
"n": 1,
"note": "CM5 run 6: corrected passive reader, snap, chip sizes, via rules, body copper rule; photos plus public documents, each labelled",
"scores": {
"categories": {
"blocks": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"name": "parts in a block seen on the board",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "parts in a block seen on the board: 0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"outside": null,
"raise": "settle the blocks tagged INFERRED from silkscreen and part identities",
"score": 0.0
},
"connectivity": {
"audit": {
"detail": "no sample drawn; 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn; 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms): capped at 32.5",
"name": "independent audit",
"value": 32.5
},
{
"inputs": "1468 of 1641 mm2 of pour has a net",
"name": "copper with a net, by area",
"value": 89.4
},
{
"inputs": "86 of 145 connections (337 pins, 192 nets) are joined by seen copper; 59 routed by the program, not seen; outside-evidence bound 0.0",
"name": "connections the photos show or outside evidence proves",
"value": 59.3
},
{
"inputs": "699 of 947 mm of track has a net",
"name": "copper with a net, by length",
"value": 73.8
},
{
"inputs": "0 of 142 joined pins disagree with the copper they touch; via net clashes: 7",
"name": "pins that agree with their copper",
"value": 100.0
},
{
"inputs": "499 of 145 missing per KiCad at the proposed stackup",
"name": "connections KiCad finds closed",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "connections KiCad finds closed: 499 of 145 missing per KiCad at the proposed stackup",
"outside": "a continuity log per net on the real board, or a real netlist, attached to the pin verdicts with --evidence: photos cannot show what joins inside the board",
"raise": "close what the copy leaves open",
"score": 0.0
},
"copper": {
"audit": {
"detail": "0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"failed": [],
"items": 112,
"sample": "f7204517bcfa7e9f",
"status": "incomplete",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "top: no islands read; bottom: no islands read",
"name": "copper read that reached the copy",
"value": 40.0
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 69.8 at /categories/copper/score",
"name": "layers against the photos",
"value": 69.8
}
],
"heldByAudit": true,
"limit": "independent audit: no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"outside": "an X-ray, or a photo of the bare board with the mask stripped, where the photo is dark or a part hides the copper",
"raise": "finish sample f7204517bcfa7e9f: 0 of 112 verdicts; audits/copper/sheet.md",
"score": 40.0
},
"identity": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"name": "identity tagged as seen",
"value": 4.6
}
],
"heldByAudit": false,
"limit": "identity tagged as seen: 12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"outside": "a bill of materials, or markings read under a microscope for the unmarked parts, attached to the verdicts with --evidence",
"raise": "read the 246 parts whose identity is INFERRED or UNKNOWN from the crops or outside evidence",
"score": 4.6
},
"layers": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 30",
"name": "independent audit",
"value": 30.0
},
{
"inputs": "photos never show an inner layer: cap 30",
"name": "photos alone",
"value": 30.0
},
{
"inputs": "42 of 59 connections stay open at 10 layers",
"name": "the proposed stackup closes",
"value": 28.8
}
],
"heldByAudit": false,
"limit": "the proposed stackup closes: 42 of 59 connections stay open at 10 layers",
"outside": "an edge micrograph, a cross-section or an X-ray that shows the copper layers, attached to the layer and plane verdicts with --evidence: photos never show an inner layer",
"raise": "a stackup that closes every connection",
"score": 28.8
},
"placement": {
"audit": {
"detail": "0 of 52 verdicts in sample ce5320b5c888233a; a sample counts only when complete",
"failed": [],
"items": 52,
"sample": "ce5320b5c888233a",
"status": "incomplete",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (incomplete: 0 of 52 verdicts in sample ce5320b5c888233a; a sample counts only when complete): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "140 of 258 parts have snap.method by pads, body centre or hole centre",
"name": "parts located by a program measurement",
"value": 54.2
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 68.9 at /categories/placement/score",
"name": "layers against the photos",
"value": 68.9
}
],
"heldByAudit": true,
"limit": "independent audit: no independent evidence (incomplete: 0 of 52 verdicts in sample ce5320b5c888233a; a sample counts only when complete): capped at 40",
"outside": null,
"raise": "finish sample ce5320b5c888233a: 0 of 52 verdicts; audits/placement/sheet.md",
"score": 40.0
},
"values": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"name": "values tagged as seen",
"value": 2.3
}
],
"heldByAudit": false,
"limit": "values tagged as seen: 6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"outside": "an LCR reading of each unmarked part off the board, or a bill of materials, attached to the verdicts with --evidence",
"raise": "get values for the 248 parts with no readable value: unmarked ceramics cannot be read from a photo",
"score": 2.3
},
"vias": {
"audit": {
"detail": "0 of 63 verdicts in sample 03a1a8116cb47da0; a sample counts only when complete",
"failed": [],
"items": 63,
"sample": "03a1a8116cb47da0",
"status": "incomplete",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (incomplete: 0 of 63 verdicts in sample 03a1a8116cb47da0; a sample counts only when complete): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "42 of 883 kept vias sit on a patch more than a quarter pale (min(R,G,B) > 135 in the square reaching 0.35 mm around it, a rule from these photos and an upper bound on false vias); 256 seen on both faces",
"name": "vias not on pale pixels",
"value": 95.2
},
{
"inputs": "input missing: fidelity.json has no figure for vias: capped at 40",
"name": "layers against the photos",
"value": 40.0
}
],
"heldByAudit": true,
"limit": "independent audit: no independent evidence (incomplete: 0 of 63 verdicts in sample 03a1a8116cb47da0; a sample counts only when complete): capped at 40",
"outside": "an X-ray or a backlit photo of the bare board shows through vias directly, attached with --evidence",
"raise": "finish sample 03a1a8116cb47da0: 0 of 63 verdicts; audits/vias/sheet.md",
"score": 40.0
}
},
"fullPass": false,
"overall": 0.0,
"overallRule": "the lowest category",
"target": 90.0
},
"target": 90.0,
"verdict": "CONTINUE"
},
{
"aiThread": "cm5-caleb",
"at": "2026-11-10T03:24:35Z",
"findings": 0,
"fullPass": false,
"hashes": {
"audits/connectivity/population.json": "52ee3c1640bd759d415d410360d513c047cfdc62f855e1f0c11938e5ae99a3c1",
"audits/connectivity/sample.json": "eecb3f8a9979de009888206719a6cfe71338aef83a2fc2174c694b6ee592d54b",
"audits/connectivity/verdicts.jsonl": "3b7a87fabbc2ffbfa7bba50f4165f6f7d450c411ca011e7dee66a2a1de90fa32",
"audits/copper/population.json": "4cb9d2e5d2e45a1540e039df125e9ce40143134475de1340f21eede6c38aacc5",
"audits/copper/sample.json": "cad5a8fb09de863847279db24c2162db402afd2b84093953faf70d3c296b802e",
"audits/placement/population.json": "51f9627246d4f560a5bb2cafbbaa14d54bb9f27e87e161e38fdfa059a48847cc",
"audits/placement/sample.json": "3b71c9b78f068541d748ad51ab9556bd088eb8b33e3f856ad7c47caf183431d5",
"audits/placement/verdicts.jsonl": "7702a14d503975af4444bf029f9f1c906678a4556261f5c2a9d312ba255c5edd",
"audits/vias/population.json": "8e3bc9499fdf5fd5d71ea5fc97b1530bf53baf68639ade4a71ad25fb17797847",
"audits/vias/sample.json": "187c01da31ee0c6b6ae05e4af55a873cd2b9676435c2e8c6cd0297839d9dc192",
"audits/vias/verdicts.jsonl": "be1b6dc1b3816312eaf0408d3f24535d85b3cd9003e93bf46b0e12c346b53ca4",
"blocks.json": "2c61e9d9893f6da435822d65f79a0976f255db98f89c4c67207af8b011f39d2a",
"copper.json": "86b0b4f1dc544bf3f58fa23b6c26f09166debb72ca0d2b7a2269b6dcf6cac29d",
"fidelity.json": "9e35a516daa9421eb645b10ff94b7faa09bb151b97df0974a60ebb3e991dac8f",
"layers.json": "cce4dcdd2f64fa0a8f3d4ca3b1882c284c9bd9c7f1a4101b5cb51d63f4383271",
"nets.json": "969d64d568134bdafc21c9356fb2025adb0ec82f5973700dfb127847c4719937",
"parts.json": "8d0dc46ea6df10d5930dfb06d85f914079a93efa0077d27e0d81492b578bb928",
"prep.json": "67fbdf78a36c557c016028a43f389366d971d9c0e6d55098b8ec4af323644957",
"scale.json": "88b4d0bb0d925ec83a670268025fa76a6cd63fe12dd3c45565f41a2800b4724a"
},
"maxPasses": 20,
"n": 2,
"note": "CM5 run 6 after independent audits of placement, vias and connectivity; copper audited on run 5 only",
"scores": {
"categories": {
"blocks": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"name": "parts in a block seen on the board",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "parts in a block seen on the board: 0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"outside": null,
"raise": "settle the blocks tagged INFERRED from silkscreen and part identities",
"score": 0.0
},
"connectivity": {
"audit": {
"detail": "island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"failed": [
"a006 trace:isl-bottom-1324-4 (wrong)",
"a011 trace:isl-top-136-0 (cannot_tell)",
"a025 trace:isl-top-166-5 (cannot_tell)",
"a029 trace:isl-top-12-2 (wrong)",
"a032 zone:isl-top-5 (wrong)",
"a038 trace:isl-top-88-7 (cannot_tell)",
"a040 trace:isl-bottom-118-0 (wrong)",
"a042 trace:isl-top-81-1 (cannot_tell)",
"a044 zone:isl-top-84 (wrong)",
"a046 trace:isl-top-28-8 (cannot_tell)",
"a057 trace:isl-top-362-1 (cannot_tell)",
"a063 trace:isl-bottom-1200-4 (wrong)",
"a064 trace:isl-bottom-1389-6 (cannot_tell)",
"a065 trace:isl-bottom-6-1 (wrong)",
"a071 trace:isl-top-373-9 (cannot_tell)",
"a079 zone:isl-bottom-1344 (wrong)",
"a081 trace:isl-bottom-1377-8 (cannot_tell)",
"a093 trace:isl-top-265-7 (cannot_tell)",
"a096 trace:isl-top-309-stub0 (wrong)",
"a097 trace:isl-bottom-869-4 (wrong)",
"a100 trace:isl-bottom-324-5 (wrong)",
"a002 pin:H4.1 (wrong)",
"a015 pin:C111.2 (wrong)",
"a020 pin:H3.1 (cannot_tell)",
"a041 pin:C115.1 (cannot_tell)",
"a043 pin:C64.2 (cannot_tell)",
"a056 pin:H1.1 (wrong)",
"a059 pin:C45.1 (wrong)",
"a060 pin:J2.100 (wrong)",
"a067 pin:C98.1 (wrong)",
"a070 pin:H2.1 (wrong)",
"a095 pin:C119.1 (wrong)",
"a098 pin:R17.1 (cannot_tell)"
],
"items": 101,
"sample": "f0096b50840860c2",
"status": "scored",
"strata": [
{
"audited": 52,
"islands": 2306,
"needForTarget": 34,
"ok": 31,
"population": 1873,
"staleVerdicts": 0,
"stratum": "island",
"unchangedShare": 1.0,
"unproven": 433,
"value": 37.5,
"wilson95Lower": 0.462
},
{
"audited": 39,
"needForTarget": 26,
"ok": 27,
"pins": 298,
"population": 97,
"staleVerdicts": 0,
"stratum": "pin",
"unchangedShare": 1.0,
"unproven": 201,
"value": 18.6,
"wilson95Lower": 0.572
}
],
"verdicts": 101
},
"ceilings": [
{
"inputs": "scored: island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"name": "independent audit",
"value": 18.6
},
{
"inputs": "1468 of 1641 mm2 of pour has a net",
"name": "copper with a net, by area",
"value": 89.4
},
{
"inputs": "86 of 145 connections (337 pins, 192 nets) are joined by seen copper; 59 routed by the program, not seen; outside-evidence bound 0.0",
"name": "connections the photos show or outside evidence proves",
"value": 59.3
},
{
"inputs": "699 of 947 mm of track has a net",
"name": "copper with a net, by length",
"value": 73.8
},
{
"inputs": "0 of 142 joined pins disagree with the copper they touch; via net clashes: 7",
"name": "pins that agree with their copper",
"value": 100.0
},
{
"inputs": "499 of 145 missing per KiCad at the proposed stackup",
"name": "connections KiCad finds closed",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "connections KiCad finds closed: 499 of 145 missing per KiCad at the proposed stackup",
"outside": "a continuity log per net on the real board, or a real netlist, attached to the pin verdicts with --evidence: photos cannot show what joins inside the board",
"raise": "close what the copy leaves open",
"score": 0.0
},
"copper": {
"audit": {
"detail": "0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"failed": [],
"items": 112,
"sample": "f7204517bcfa7e9f",
"status": "incomplete",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "top: no islands read; bottom: no islands read",
"name": "copper read that reached the copy",
"value": 40.0
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 69.8 at /categories/copper/score",
"name": "layers against the photos",
"value": 69.8
}
],
"heldByAudit": true,
"limit": "independent audit: no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"outside": "an X-ray, or a photo of the bare board with the mask stripped, where the photo is dark or a part hides the copper",
"raise": "finish sample f7204517bcfa7e9f: 0 of 112 verdicts; audits/copper/sheet.md",
"score": 40.0
},
"identity": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"name": "identity tagged as seen",
"value": 4.6
}
],
"heldByAudit": false,
"limit": "identity tagged as seen: 12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"outside": "a bill of materials, or markings read under a microscope for the unmarked parts, attached to the verdicts with --evidence",
"raise": "read the 246 parts whose identity is INFERRED or UNKNOWN from the crops or outside evidence",
"score": 4.6
},
"layers": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 30",
"name": "independent audit",
"value": 30.0
},
{
"inputs": "photos never show an inner layer: cap 30",
"name": "photos alone",
"value": 30.0
},
{
"inputs": "42 of 59 connections stay open at 10 layers",
"name": "the proposed stackup closes",
"value": 28.8
}
],
"heldByAudit": false,
"limit": "the proposed stackup closes: 42 of 59 connections stay open at 10 layers",
"outside": "an edge micrograph, a cross-section or an X-ray that shows the copper layers, attached to the layer and plane verdicts with --evidence: photos never show an inner layer",
"raise": "a stackup that closes every connection",
"score": 28.8
},
"placement": {
"audit": {
"detail": "all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"failed": [
"a009 C114 (wrong)",
"a012 C170 (wrong)",
"a013 C140 (wrong)",
"a014 C141 (wrong)",
"a021 C198 (wrong)",
"a045 C156 (wrong)"
],
"items": 52,
"sample": "ce5320b5c888233a",
"status": "scored",
"strata": [
{
"audited": 47,
"needForTarget": 31,
"ok": 41,
"population": 258,
"staleVerdicts": 0,
"stratum": "all",
"unchangedShare": 1.0,
"value": 76.2,
"wilson95Lower": 0.762
}
],
"verdicts": 52
},
"ceilings": [
{
"inputs": "scored: all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"name": "independent audit",
"value": 76.2
},
{
"inputs": "140 of 258 parts have snap.method by pads, body centre or hole centre",
"name": "parts located by a program measurement",
"value": 54.2
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 68.9 at /categories/placement/score",
"name": "layers against the photos",
"value": 68.9
}
],
"heldByAudit": false,
"limit": "parts located by a program measurement: 140 of 258 parts have snap.method by pads, body centre or hole centre",
"outside": null,
"raise": "make `parts snap` measure the 118 parts placed by a reading instead",
"score": 54.2
},
"values": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"name": "values tagged as seen",
"value": 2.3
}
],
"heldByAudit": false,
"limit": "values tagged as seen: 6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"outside": "an LCR reading of each unmarked part off the board, or a bill of materials, attached to the verdicts with --evidence",
"raise": "get values for the 248 parts with no readable value: unmarked ceramics cannot be read from a photo",
"score": 2.3
},
"vias": {
"audit": {
"detail": "dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"failed": [
"a027 dome:bottom:[131.713,118.788] (wrong)",
"a003 via:v363 (wrong)",
"a005 via:v736 (wrong)",
"a006 via:v541 (wrong)",
"a009 via:v707 (wrong)",
"a014 via:v366 (wrong)",
"a029 via:v829 (wrong)",
"a049 via:v663 (wrong)",
"a055 via:v544 (wrong)"
],
"items": 63,
"sample": "03a1a8116cb47da0",
"status": "scored",
"strata": [
{
"audited": 6,
"needForTarget": 6,
"ok": 5,
"population": 6,
"staleVerdicts": 0,
"stratum": "dropped",
"unchangedShare": 1.0,
"value": 83.3,
"wilson95Lower": 0.833
},
{
"audited": 51,
"needForTarget": 34,
"ok": 43,
"population": 883,
"staleVerdicts": 0,
"stratum": "kept",
"unchangedShare": 1.0,
"value": 72.3,
"wilson95Lower": 0.724
}
],
"verdicts": 63
},
"ceilings": [
{
"inputs": "scored: dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"name": "independent audit",
"value": 72.3
},
{
"inputs": "42 of 883 kept vias sit on a patch more than a quarter pale (min(R,G,B) > 135 in the square reaching 0.35 mm around it, a rule from these photos and an upper bound on false vias); 256 seen on both faces",
"name": "vias not on pale pixels",
"value": 95.2
},
{
"inputs": "input missing: fidelity.json has no figure for vias: capped at 40",
"name": "layers against the photos",
"value": 40.0
}
],
"heldByAudit": false,
"limit": "layers against the photos: input missing: fidelity.json has no figure for vias: capped at 40",
"outside": "an X-ray or a backlit photo of the bare board shows through vias directly, attached with --evidence",
"raise": "run the layer scoring so fidelity.json compares this category's layers with the photos",
"score": 40.0
}
},
"fullPass": false,
"overall": 0.0,
"overallRule": "the lowest category",
"target": 90.0
},
"target": 90.0,
"verdict": "CONTINUE"
},
{
"aiThread": "cm5-caleb",
"at": "2026-11-10T03:25:21Z",
"findings": 0,
"fullPass": false,
"hashes": {
"audits/connectivity/population.json": "52ee3c1640bd759d415d410360d513c047cfdc62f855e1f0c11938e5ae99a3c1",
"audits/connectivity/sample.json": "eecb3f8a9979de009888206719a6cfe71338aef83a2fc2174c694b6ee592d54b",
"audits/connectivity/verdicts.jsonl": "3b7a87fabbc2ffbfa7bba50f4165f6f7d450c411ca011e7dee66a2a1de90fa32",
"audits/copper/population.json": "4cb9d2e5d2e45a1540e039df125e9ce40143134475de1340f21eede6c38aacc5",
"audits/copper/sample.json": "cad5a8fb09de863847279db24c2162db402afd2b84093953faf70d3c296b802e",
"audits/placement/population.json": "51f9627246d4f560a5bb2cafbbaa14d54bb9f27e87e161e38fdfa059a48847cc",
"audits/placement/sample.json": "3b71c9b78f068541d748ad51ab9556bd088eb8b33e3f856ad7c47caf183431d5",
"audits/placement/verdicts.jsonl": "7702a14d503975af4444bf029f9f1c906678a4556261f5c2a9d312ba255c5edd",
"audits/vias/population.json": "8e3bc9499fdf5fd5d71ea5fc97b1530bf53baf68639ade4a71ad25fb17797847",
"audits/vias/sample.json": "187c01da31ee0c6b6ae05e4af55a873cd2b9676435c2e8c6cd0297839d9dc192",
"audits/vias/verdicts.jsonl": "be1b6dc1b3816312eaf0408d3f24535d85b3cd9003e93bf46b0e12c346b53ca4",
"blocks.json": "2c61e9d9893f6da435822d65f79a0976f255db98f89c4c67207af8b011f39d2a",
"copper.json": "86b0b4f1dc544bf3f58fa23b6c26f09166debb72ca0d2b7a2269b6dcf6cac29d",
"fidelity.json": "9e35a516daa9421eb645b10ff94b7faa09bb151b97df0974a60ebb3e991dac8f",
"layers.json": "cce4dcdd2f64fa0a8f3d4ca3b1882c284c9bd9c7f1a4101b5cb51d63f4383271",
"nets.json": "969d64d568134bdafc21c9356fb2025adb0ec82f5973700dfb127847c4719937",
"parts.json": "8d0dc46ea6df10d5930dfb06d85f914079a93efa0077d27e0d81492b578bb928",
"prep.json": "67fbdf78a36c557c016028a43f389366d971d9c0e6d55098b8ec4af323644957",
"scale.json": "88b4d0bb0d925ec83a670268025fa76a6cd63fe12dd3c45565f41a2800b4724a"
},
"maxPasses": 20,
"n": 3,
"note": "no further change: copper sample left unjudged on purpose (reader unchanged since run 5's valid audit)",
"scores": {
"categories": {
"blocks": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"name": "parts in a block seen on the board",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "parts in a block seen on the board: 0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"outside": null,
"raise": "settle the blocks tagged INFERRED from silkscreen and part identities",
"score": 0.0
},
"connectivity": {
"audit": {
"detail": "island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"failed": [
"a006 trace:isl-bottom-1324-4 (wrong)",
"a011 trace:isl-top-136-0 (cannot_tell)",
"a025 trace:isl-top-166-5 (cannot_tell)",
"a029 trace:isl-top-12-2 (wrong)",
"a032 zone:isl-top-5 (wrong)",
"a038 trace:isl-top-88-7 (cannot_tell)",
"a040 trace:isl-bottom-118-0 (wrong)",
"a042 trace:isl-top-81-1 (cannot_tell)",
"a044 zone:isl-top-84 (wrong)",
"a046 trace:isl-top-28-8 (cannot_tell)",
"a057 trace:isl-top-362-1 (cannot_tell)",
"a063 trace:isl-bottom-1200-4 (wrong)",
"a064 trace:isl-bottom-1389-6 (cannot_tell)",
"a065 trace:isl-bottom-6-1 (wrong)",
"a071 trace:isl-top-373-9 (cannot_tell)",
"a079 zone:isl-bottom-1344 (wrong)",
"a081 trace:isl-bottom-1377-8 (cannot_tell)",
"a093 trace:isl-top-265-7 (cannot_tell)",
"a096 trace:isl-top-309-stub0 (wrong)",
"a097 trace:isl-bottom-869-4 (wrong)",
"a100 trace:isl-bottom-324-5 (wrong)",
"a002 pin:H4.1 (wrong)",
"a015 pin:C111.2 (wrong)",
"a020 pin:H3.1 (cannot_tell)",
"a041 pin:C115.1 (cannot_tell)",
"a043 pin:C64.2 (cannot_tell)",
"a056 pin:H1.1 (wrong)",
"a059 pin:C45.1 (wrong)",
"a060 pin:J2.100 (wrong)",
"a067 pin:C98.1 (wrong)",
"a070 pin:H2.1 (wrong)",
"a095 pin:C119.1 (wrong)",
"a098 pin:R17.1 (cannot_tell)"
],
"items": 101,
"sample": "f0096b50840860c2",
"status": "scored",
"strata": [
{
"audited": 52,
"islands": 2306,
"needForTarget": 34,
"ok": 31,
"population": 1873,
"staleVerdicts": 0,
"stratum": "island",
"unchangedShare": 1.0,
"unproven": 433,
"value": 37.5,
"wilson95Lower": 0.462
},
{
"audited": 39,
"needForTarget": 26,
"ok": 27,
"pins": 298,
"population": 97,
"staleVerdicts": 0,
"stratum": "pin",
"unchangedShare": 1.0,
"unproven": 201,
"value": 18.6,
"wilson95Lower": 0.572
}
],
"verdicts": 101
},
"ceilings": [
{
"inputs": "scored: island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"name": "independent audit",
"value": 18.6
},
{
"inputs": "1468 of 1641 mm2 of pour has a net",
"name": "copper with a net, by area",
"value": 89.4
},
{
"inputs": "86 of 145 connections (337 pins, 192 nets) are joined by seen copper; 59 routed by the program, not seen; outside-evidence bound 0.0",
"name": "connections the photos show or outside evidence proves",
"value": 59.3
},
{
"inputs": "699 of 947 mm of track has a net",
"name": "copper with a net, by length",
"value": 73.8
},
{
"inputs": "0 of 142 joined pins disagree with the copper they touch; via net clashes: 7",
"name": "pins that agree with their copper",
"value": 100.0
},
{
"inputs": "499 of 145 missing per KiCad at the proposed stackup",
"name": "connections KiCad finds closed",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "connections KiCad finds closed: 499 of 145 missing per KiCad at the proposed stackup",
"outside": "a continuity log per net on the real board, or a real netlist, attached to the pin verdicts with --evidence: photos cannot show what joins inside the board",
"raise": "close what the copy leaves open",
"score": 0.0
},
"copper": {
"audit": {
"detail": "0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"failed": [],
"items": 112,
"sample": "f7204517bcfa7e9f",
"status": "incomplete",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "top: no islands read; bottom: no islands read",
"name": "copper read that reached the copy",
"value": 40.0
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 69.8 at /categories/copper/score",
"name": "layers against the photos",
"value": 69.8
}
],
"heldByAudit": true,
"limit": "independent audit: no independent evidence (incomplete: 0 of 112 verdicts in sample f7204517bcfa7e9f; a sample counts only when complete; 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132): capped at 40",
"outside": "an X-ray, or a photo of the bare board with the mask stripped, where the photo is dark or a part hides the copper",
"raise": "finish sample f7204517bcfa7e9f: 0 of 112 verdicts; audits/copper/sheet.md",
"score": 40.0
},
"identity": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"name": "identity tagged as seen",
"value": 4.6
}
],
"heldByAudit": false,
"limit": "identity tagged as seen: 12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"outside": "a bill of materials, or markings read under a microscope for the unmarked parts, attached to the verdicts with --evidence",
"raise": "read the 246 parts whose identity is INFERRED or UNKNOWN from the crops or outside evidence",
"score": 4.6
},
"layers": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 30",
"name": "independent audit",
"value": 30.0
},
{
"inputs": "photos never show an inner layer: cap 30",
"name": "photos alone",
"value": 30.0
},
{
"inputs": "42 of 59 connections stay open at 10 layers",
"name": "the proposed stackup closes",
"value": 28.8
}
],
"heldByAudit": false,
"limit": "the proposed stackup closes: 42 of 59 connections stay open at 10 layers",
"outside": "an edge micrograph, a cross-section or an X-ray that shows the copper layers, attached to the layer and plane verdicts with --evidence: photos never show an inner layer",
"raise": "a stackup that closes every connection",
"score": 28.8
},
"placement": {
"audit": {
"detail": "all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"failed": [
"a009 C114 (wrong)",
"a012 C170 (wrong)",
"a013 C140 (wrong)",
"a014 C141 (wrong)",
"a021 C198 (wrong)",
"a045 C156 (wrong)"
],
"items": 52,
"sample": "ce5320b5c888233a",
"status": "scored",
"strata": [
{
"audited": 47,
"needForTarget": 31,
"ok": 41,
"population": 258,
"staleVerdicts": 0,
"stratum": "all",
"unchangedShare": 1.0,
"value": 76.2,
"wilson95Lower": 0.762
}
],
"verdicts": 52
},
"ceilings": [
{
"inputs": "scored: all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"name": "independent audit",
"value": 76.2
},
{
"inputs": "140 of 258 parts have snap.method by pads, body centre or hole centre",
"name": "parts located by a program measurement",
"value": 54.2
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 68.9 at /categories/placement/score",
"name": "layers against the photos",
"value": 68.9
}
],
"heldByAudit": false,
"limit": "parts located by a program measurement: 140 of 258 parts have snap.method by pads, body centre or hole centre",
"outside": null,
"raise": "make `parts snap` measure the 118 parts placed by a reading instead",
"score": 54.2
},
"values": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"name": "values tagged as seen",
"value": 2.3
}
],
"heldByAudit": false,
"limit": "values tagged as seen: 6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"outside": "an LCR reading of each unmarked part off the board, or a bill of materials, attached to the verdicts with --evidence",
"raise": "get values for the 248 parts with no readable value: unmarked ceramics cannot be read from a photo",
"score": 2.3
},
"vias": {
"audit": {
"detail": "dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"failed": [
"a027 dome:bottom:[131.713,118.788] (wrong)",
"a003 via:v363 (wrong)",
"a005 via:v736 (wrong)",
"a006 via:v541 (wrong)",
"a009 via:v707 (wrong)",
"a014 via:v366 (wrong)",
"a029 via:v829 (wrong)",
"a049 via:v663 (wrong)",
"a055 via:v544 (wrong)"
],
"items": 63,
"sample": "03a1a8116cb47da0",
"status": "scored",
"strata": [
{
"audited": 6,
"needForTarget": 6,
"ok": 5,
"population": 6,
"staleVerdicts": 0,
"stratum": "dropped",
"unchangedShare": 1.0,
"value": 83.3,
"wilson95Lower": 0.833
},
{
"audited": 51,
"needForTarget": 34,
"ok": 43,
"population": 883,
"staleVerdicts": 0,
"stratum": "kept",
"unchangedShare": 1.0,
"value": 72.3,
"wilson95Lower": 0.724
}
],
"verdicts": 63
},
"ceilings": [
{
"inputs": "scored: dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"name": "independent audit",
"value": 72.3
},
{
"inputs": "42 of 883 kept vias sit on a patch more than a quarter pale (min(R,G,B) > 135 in the square reaching 0.35 mm around it, a rule from these photos and an upper bound on false vias); 256 seen on both faces",
"name": "vias not on pale pixels",
"value": 95.2
},
{
"inputs": "input missing: fidelity.json has no figure for vias: capped at 40",
"name": "layers against the photos",
"value": 40.0
}
],
"heldByAudit": false,
"limit": "layers against the photos: input missing: fidelity.json has no figure for vias: capped at 40",
"outside": "an X-ray or a backlit photo of the bare board shows through vias directly, attached with --evidence",
"raise": "run the layer scoring so fidelity.json compares this category's layers with the photos",
"score": 40.0
}
},
"fullPass": false,
"overall": 0.0,
"overallRule": "the lowest category",
"target": 90.0
},
"target": 90.0,
"verdict": "CONTINUE"
},
{
"aiThread": "cm5-caleb",
"at": "2026-11-10T03:59:35Z",
"findings": 0,
"fullPass": true,
"hashes": {
"audits/connectivity/population.json": "52ee3c1640bd759d415d410360d513c047cfdc62f855e1f0c11938e5ae99a3c1",
"audits/connectivity/sample.json": "eecb3f8a9979de009888206719a6cfe71338aef83a2fc2174c694b6ee592d54b",
"audits/connectivity/verdicts.jsonl": "3b7a87fabbc2ffbfa7bba50f4165f6f7d450c411ca011e7dee66a2a1de90fa32",
"audits/copper/population.json": "4cb9d2e5d2e45a1540e039df125e9ce40143134475de1340f21eede6c38aacc5",
"audits/copper/sample.json": "cad5a8fb09de863847279db24c2162db402afd2b84093953faf70d3c296b802e",
"audits/copper/verdicts.jsonl": "f523499b370d26ab77e9bc038162fea7cd41c33e6b9487390a6d03acc9becabd",
"audits/placement/population.json": "51f9627246d4f560a5bb2cafbbaa14d54bb9f27e87e161e38fdfa059a48847cc",
"audits/placement/sample.json": "3b71c9b78f068541d748ad51ab9556bd088eb8b33e3f856ad7c47caf183431d5",
"audits/placement/verdicts.jsonl": "7702a14d503975af4444bf029f9f1c906678a4556261f5c2a9d312ba255c5edd",
"audits/vias/population.json": "8e3bc9499fdf5fd5d71ea5fc97b1530bf53baf68639ade4a71ad25fb17797847",
"audits/vias/sample.json": "187c01da31ee0c6b6ae05e4af55a873cd2b9676435c2e8c6cd0297839d9dc192",
"audits/vias/verdicts.jsonl": "be1b6dc1b3816312eaf0408d3f24535d85b3cd9003e93bf46b0e12c346b53ca4",
"blocks.json": "2c61e9d9893f6da435822d65f79a0976f255db98f89c4c67207af8b011f39d2a",
"copper.json": "86b0b4f1dc544bf3f58fa23b6c26f09166debb72ca0d2b7a2269b6dcf6cac29d",
"fidelity.json": "9e35a516daa9421eb645b10ff94b7faa09bb151b97df0974a60ebb3e991dac8f",
"layers.json": "cce4dcdd2f64fa0a8f3d4ca3b1882c284c9bd9c7f1a4101b5cb51d63f4383271",
"nets.json": "969d64d568134bdafc21c9356fb2025adb0ec82f5973700dfb127847c4719937",
"parts.json": "8d0dc46ea6df10d5930dfb06d85f914079a93efa0077d27e0d81492b578bb928",
"prep.json": "67fbdf78a36c557c016028a43f389366d971d9c0e6d55098b8ec4af323644957",
"scale.json": "88b4d0bb0d925ec83a670268025fa76a6cd63fe12dd3c45565f41a2800b4724a"
},
"maxPasses": 20,
"n": 4,
"note": "all four audit samples judged by independent threads",
"scores": {
"categories": {
"blocks": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"name": "parts in a block seen on the board",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "parts in a block seen on the board: 0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"outside": null,
"raise": "settle the blocks tagged INFERRED from silkscreen and part identities",
"score": 0.0
},
"connectivity": {
"audit": {
"detail": "island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"failed": [
"a006 trace:isl-bottom-1324-4 (wrong)",
"a011 trace:isl-top-136-0 (cannot_tell)",
"a025 trace:isl-top-166-5 (cannot_tell)",
"a029 trace:isl-top-12-2 (wrong)",
"a032 zone:isl-top-5 (wrong)",
"a038 trace:isl-top-88-7 (cannot_tell)",
"a040 trace:isl-bottom-118-0 (wrong)",
"a042 trace:isl-top-81-1 (cannot_tell)",
"a044 zone:isl-top-84 (wrong)",
"a046 trace:isl-top-28-8 (cannot_tell)",
"a057 trace:isl-top-362-1 (cannot_tell)",
"a063 trace:isl-bottom-1200-4 (wrong)",
"a064 trace:isl-bottom-1389-6 (cannot_tell)",
"a065 trace:isl-bottom-6-1 (wrong)",
"a071 trace:isl-top-373-9 (cannot_tell)",
"a079 zone:isl-bottom-1344 (wrong)",
"a081 trace:isl-bottom-1377-8 (cannot_tell)",
"a093 trace:isl-top-265-7 (cannot_tell)",
"a096 trace:isl-top-309-stub0 (wrong)",
"a097 trace:isl-bottom-869-4 (wrong)",
"a100 trace:isl-bottom-324-5 (wrong)",
"a002 pin:H4.1 (wrong)",
"a015 pin:C111.2 (wrong)",
"a020 pin:H3.1 (cannot_tell)",
"a041 pin:C115.1 (cannot_tell)",
"a043 pin:C64.2 (cannot_tell)",
"a056 pin:H1.1 (wrong)",
"a059 pin:C45.1 (wrong)",
"a060 pin:J2.100 (wrong)",
"a067 pin:C98.1 (wrong)",
"a070 pin:H2.1 (wrong)",
"a095 pin:C119.1 (wrong)",
"a098 pin:R17.1 (cannot_tell)"
],
"items": 101,
"sample": "f0096b50840860c2",
"status": "scored",
"strata": [
{
"audited": 52,
"islands": 2306,
"needForTarget": 34,
"ok": 31,
"population": 1873,
"staleVerdicts": 0,
"stratum": "island",
"unchangedShare": 1.0,
"unproven": 433,
"value": 37.5,
"wilson95Lower": 0.462
},
{
"audited": 39,
"needForTarget": 26,
"ok": 27,
"pins": 298,
"population": 97,
"staleVerdicts": 0,
"stratum": "pin",
"unchangedShare": 1.0,
"unproven": 201,
"value": 18.6,
"wilson95Lower": 0.572
}
],
"verdicts": 101
},
"ceilings": [
{
"inputs": "scored: island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"name": "independent audit",
"value": 18.6
},
{
"inputs": "1468 of 1641 mm2 of pour has a net",
"name": "copper with a net, by area",
"value": 89.4
},
{
"inputs": "86 of 145 connections (337 pins, 192 nets) are joined by seen copper; 59 routed by the program, not seen; outside-evidence bound 0.0",
"name": "connections the photos show or outside evidence proves",
"value": 59.3
},
{
"inputs": "699 of 947 mm of track has a net",
"name": "copper with a net, by length",
"value": 73.8
},
{
"inputs": "0 of 142 joined pins disagree with the copper they touch; via net clashes: 7",
"name": "pins that agree with their copper",
"value": 100.0
},
{
"inputs": "499 of 145 missing per KiCad at the proposed stackup",
"name": "connections KiCad finds closed",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "connections KiCad finds closed: 499 of 145 missing per KiCad at the proposed stackup",
"outside": "a continuity log per net on the real board, or a real netlist, attached to the pin verdicts with --evidence: photos cannot show what joins inside the board",
"raise": "close what the copy leaves open",
"score": 0.0
},
"copper": {
"audit": {
"detail": "bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"failed": [
"a003 pt:top:12:1 (wrong)",
"a006 pt:bottom:41:20 (wrong)",
"a008 pt:bottom:46:27 (wrong)",
"a009 pt:bottom:49:22 (cannot_tell)",
"a012 pt:bottom:4:28 (cannot_tell)",
"a022 pt:bottom:17:26 (wrong)",
"a029 pt:bottom:17:5 (cannot_tell)",
"a038 pt:bottom:43:3 (cannot_tell)",
"a041 pt:bottom:22:9 (cannot_tell)",
"a046 pt:bottom:41:23 (cannot_tell)",
"a051 pt:bottom:6:37 (cannot_tell)",
"a054 pt:top:53:11 (cannot_tell)",
"a055 pt:top:11:10 (wrong)",
"a069 pt:top:31:13 (cannot_tell)",
"a074 pt:bottom:31:16 (wrong)",
"a077 pt:bottom:49:9 (wrong)",
"a084 pt:top:12:2 (wrong)",
"a091 pt:bottom:40:23 (cannot_tell)",
"a092 pt:bottom:17:19 (wrong)",
"a094 pt:bottom:41:10 (wrong)",
"a095 pt:bottom:20:6 (cannot_tell)",
"a107 pt:bottom:32:9 (wrong)",
"a108 pt:top:0:37 (cannot_tell)",
"a111 pt:top:13:16 (wrong)",
"a034 pt:top:19:17 (wrong)",
"a036 pt:bottom:5:0 (wrong)",
"a039 pt:top:2:18 (wrong)",
"a044 pt:top:0:12 (wrong)",
"a045 pt:top:20:29 (wrong)",
"a047 pt:top:20:15 (wrong)",
"a052 pt:top:31:37 (cannot_tell)",
"a053 pt:top:44:26 (cannot_tell)",
"a058 pt:top:42:38 (cannot_tell)",
"a064 pt:top:3:16 (wrong)",
"a067 pt:bottom:16:22 (cannot_tell)",
"a068 pt:top:44:25 (wrong)",
"a075 pt:top:5:12 (wrong)",
"a086 pt:top:37:37 (wrong)",
"a097 pt:top:7:8 (cannot_tell)",
"a098 pt:top:22:22 (wrong)"
],
"items": 112,
"sample": "f7204517bcfa7e9f",
"status": "scored",
"strata": [
{
"audited": 50,
"needForTarget": 33,
"ok": 26,
"population": 471,
"staleVerdicts": 0,
"stratum": "bare",
"unchangedShare": 1.0,
"value": 39.1,
"wilson95Lower": 0.392
},
{
"audited": 51,
"needForTarget": 34,
"ok": 35,
"population": 1063,
"staleVerdicts": 0,
"stratum": "copper",
"unchangedShare": 1.0,
"value": 55.3,
"wilson95Lower": 0.553
}
],
"verdicts": 112
},
"ceilings": [
{
"inputs": "scored: bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"name": "independent audit",
"value": 39.1
},
{
"inputs": "top: no islands read; bottom: no islands read",
"name": "copper read that reached the copy",
"value": 40.0
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 69.8 at /categories/copper/score",
"name": "layers against the photos",
"value": 69.8
}
],
"heldByAudit": false,
"limit": "independent audit: scored: bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"outside": "an X-ray, or a photo of the bare board with the mask stripped, where the photo is dark or a part hides the copper",
"raise": "fix the method behind the failed items (a003 pt:top:12:1 (wrong), a006 pt:bottom:41:20 (wrong), a008 pt:bottom:46:27 (wrong), a009 pt:bottom:49:22 (cannot_tell), a012 pt:bottom:4:28 (cannot_tell), a022 pt:bottom:17:26 (wrong)), then redraw",
"score": 39.1
},
"identity": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"name": "identity tagged as seen",
"value": 4.6
}
],
"heldByAudit": false,
"limit": "identity tagged as seen: 12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"outside": "a bill of materials, or markings read under a microscope for the unmarked parts, attached to the verdicts with --evidence",
"raise": "read the 246 parts whose identity is INFERRED or UNKNOWN from the crops or outside evidence",
"score": 4.6
},
"layers": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 30",
"name": "independent audit",
"value": 30.0
},
{
"inputs": "photos never show an inner layer: cap 30",
"name": "photos alone",
"value": 30.0
},
{
"inputs": "42 of 59 connections stay open at 10 layers",
"name": "the proposed stackup closes",
"value": 28.8
}
],
"heldByAudit": false,
"limit": "the proposed stackup closes: 42 of 59 connections stay open at 10 layers",
"outside": "an edge micrograph, a cross-section or an X-ray that shows the copper layers, attached to the layer and plane verdicts with --evidence: photos never show an inner layer",
"raise": "a stackup that closes every connection",
"score": 28.8
},
"placement": {
"audit": {
"detail": "all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"failed": [
"a009 C114 (wrong)",
"a012 C170 (wrong)",
"a013 C140 (wrong)",
"a014 C141 (wrong)",
"a021 C198 (wrong)",
"a045 C156 (wrong)"
],
"items": 52,
"sample": "ce5320b5c888233a",
"status": "scored",
"strata": [
{
"audited": 47,
"needForTarget": 31,
"ok": 41,
"population": 258,
"staleVerdicts": 0,
"stratum": "all",
"unchangedShare": 1.0,
"value": 76.2,
"wilson95Lower": 0.762
}
],
"verdicts": 52
},
"ceilings": [
{
"inputs": "scored: all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"name": "independent audit",
"value": 76.2
},
{
"inputs": "140 of 258 parts have snap.method by pads, body centre or hole centre",
"name": "parts located by a program measurement",
"value": 54.2
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 68.9 at /categories/placement/score",
"name": "layers against the photos",
"value": 68.9
}
],
"heldByAudit": false,
"limit": "parts located by a program measurement: 140 of 258 parts have snap.method by pads, body centre or hole centre",
"outside": null,
"raise": "make `parts snap` measure the 118 parts placed by a reading instead",
"score": 54.2
},
"values": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"name": "values tagged as seen",
"value": 2.3
}
],
"heldByAudit": false,
"limit": "values tagged as seen: 6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"outside": "an LCR reading of each unmarked part off the board, or a bill of materials, attached to the verdicts with --evidence",
"raise": "get values for the 248 parts with no readable value: unmarked ceramics cannot be read from a photo",
"score": 2.3
},
"vias": {
"audit": {
"detail": "dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"failed": [
"a027 dome:bottom:[131.713,118.788] (wrong)",
"a003 via:v363 (wrong)",
"a005 via:v736 (wrong)",
"a006 via:v541 (wrong)",
"a009 via:v707 (wrong)",
"a014 via:v366 (wrong)",
"a029 via:v829 (wrong)",
"a049 via:v663 (wrong)",
"a055 via:v544 (wrong)"
],
"items": 63,
"sample": "03a1a8116cb47da0",
"status": "scored",
"strata": [
{
"audited": 6,
"needForTarget": 6,
"ok": 5,
"population": 6,
"staleVerdicts": 0,
"stratum": "dropped",
"unchangedShare": 1.0,
"value": 83.3,
"wilson95Lower": 0.833
},
{
"audited": 51,
"needForTarget": 34,
"ok": 43,
"population": 883,
"staleVerdicts": 0,
"stratum": "kept",
"unchangedShare": 1.0,
"value": 72.3,
"wilson95Lower": 0.724
}
],
"verdicts": 63
},
"ceilings": [
{
"inputs": "scored: dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"name": "independent audit",
"value": 72.3
},
{
"inputs": "42 of 883 kept vias sit on a patch more than a quarter pale (min(R,G,B) > 135 in the square reaching 0.35 mm around it, a rule from these photos and an upper bound on false vias); 256 seen on both faces",
"name": "vias not on pale pixels",
"value": 95.2
},
{
"inputs": "input missing: fidelity.json has no figure for vias: capped at 40",
"name": "layers against the photos",
"value": 40.0
}
],
"heldByAudit": false,
"limit": "layers against the photos: input missing: fidelity.json has no figure for vias: capped at 40",
"outside": "an X-ray or a backlit photo of the bare board shows through vias directly, attached with --evidence",
"raise": "run the layer scoring so fidelity.json compares this category's layers with the photos",
"score": 40.0
}
},
"fullPass": true,
"overall": 0.0,
"overallRule": "the lowest category",
"target": 90.0
},
"target": 90.0,
"verdict": "STALLED"
},
{
"aiThread": "cm5-caleb",
"at": "2026-11-10T04:00:01Z",
"findings": 0,
"fullPass": true,
"hashes": {
"audits/connectivity/population.json": "52ee3c1640bd759d415d410360d513c047cfdc62f855e1f0c11938e5ae99a3c1",
"audits/connectivity/sample.json": "eecb3f8a9979de009888206719a6cfe71338aef83a2fc2174c694b6ee592d54b",
"audits/connectivity/verdicts.jsonl": "3b7a87fabbc2ffbfa7bba50f4165f6f7d450c411ca011e7dee66a2a1de90fa32",
"audits/copper/population.json": "4cb9d2e5d2e45a1540e039df125e9ce40143134475de1340f21eede6c38aacc5",
"audits/copper/sample.json": "cad5a8fb09de863847279db24c2162db402afd2b84093953faf70d3c296b802e",
"audits/copper/verdicts.jsonl": "f523499b370d26ab77e9bc038162fea7cd41c33e6b9487390a6d03acc9becabd",
"audits/placement/population.json": "51f9627246d4f560a5bb2cafbbaa14d54bb9f27e87e161e38fdfa059a48847cc",
"audits/placement/sample.json": "3b71c9b78f068541d748ad51ab9556bd088eb8b33e3f856ad7c47caf183431d5",
"audits/placement/verdicts.jsonl": "7702a14d503975af4444bf029f9f1c906678a4556261f5c2a9d312ba255c5edd",
"audits/vias/population.json": "8e3bc9499fdf5fd5d71ea5fc97b1530bf53baf68639ade4a71ad25fb17797847",
"audits/vias/sample.json": "187c01da31ee0c6b6ae05e4af55a873cd2b9676435c2e8c6cd0297839d9dc192",
"audits/vias/verdicts.jsonl": "be1b6dc1b3816312eaf0408d3f24535d85b3cd9003e93bf46b0e12c346b53ca4",
"blocks.json": "2c61e9d9893f6da435822d65f79a0976f255db98f89c4c67207af8b011f39d2a",
"copper.json": "86b0b4f1dc544bf3f58fa23b6c26f09166debb72ca0d2b7a2269b6dcf6cac29d",
"fidelity.json": "9e35a516daa9421eb645b10ff94b7faa09bb151b97df0974a60ebb3e991dac8f",
"layers.json": "cce4dcdd2f64fa0a8f3d4ca3b1882c284c9bd9c7f1a4101b5cb51d63f4383271",
"nets.json": "969d64d568134bdafc21c9356fb2025adb0ec82f5973700dfb127847c4719937",
"parts.json": "8d0dc46ea6df10d5930dfb06d85f914079a93efa0077d27e0d81492b578bb928",
"prep.json": "67fbdf78a36c557c016028a43f389366d971d9c0e6d55098b8ec4af323644957",
"scale.json": "88b4d0bb0d925ec83a670268025fa76a6cd63fe12dd3c45565f41a2800b4724a"
},
"maxPasses": 20,
"n": 5,
"note": "all four audit samples judged by independent threads",
"scores": {
"categories": {
"blocks": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"name": "parts in a block seen on the board",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "parts in a block seen on the board: 0 of 258 parts are in a block tagged SEEN, MEASURED or DATASHEET",
"outside": null,
"raise": "settle the blocks tagged INFERRED from silkscreen and part identities",
"score": 0.0
},
"connectivity": {
"audit": {
"detail": "island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"failed": [
"a006 trace:isl-bottom-1324-4 (wrong)",
"a011 trace:isl-top-136-0 (cannot_tell)",
"a025 trace:isl-top-166-5 (cannot_tell)",
"a029 trace:isl-top-12-2 (wrong)",
"a032 zone:isl-top-5 (wrong)",
"a038 trace:isl-top-88-7 (cannot_tell)",
"a040 trace:isl-bottom-118-0 (wrong)",
"a042 trace:isl-top-81-1 (cannot_tell)",
"a044 zone:isl-top-84 (wrong)",
"a046 trace:isl-top-28-8 (cannot_tell)",
"a057 trace:isl-top-362-1 (cannot_tell)",
"a063 trace:isl-bottom-1200-4 (wrong)",
"a064 trace:isl-bottom-1389-6 (cannot_tell)",
"a065 trace:isl-bottom-6-1 (wrong)",
"a071 trace:isl-top-373-9 (cannot_tell)",
"a079 zone:isl-bottom-1344 (wrong)",
"a081 trace:isl-bottom-1377-8 (cannot_tell)",
"a093 trace:isl-top-265-7 (cannot_tell)",
"a096 trace:isl-top-309-stub0 (wrong)",
"a097 trace:isl-bottom-869-4 (wrong)",
"a100 trace:isl-bottom-324-5 (wrong)",
"a002 pin:H4.1 (wrong)",
"a015 pin:C111.2 (wrong)",
"a020 pin:H3.1 (cannot_tell)",
"a041 pin:C115.1 (cannot_tell)",
"a043 pin:C64.2 (cannot_tell)",
"a056 pin:H1.1 (wrong)",
"a059 pin:C45.1 (wrong)",
"a060 pin:J2.100 (wrong)",
"a067 pin:C98.1 (wrong)",
"a070 pin:H2.1 (wrong)",
"a095 pin:C119.1 (wrong)",
"a098 pin:R17.1 (cannot_tell)"
],
"items": 101,
"sample": "f0096b50840860c2",
"status": "scored",
"strata": [
{
"audited": 52,
"islands": 2306,
"needForTarget": 34,
"ok": 31,
"population": 1873,
"staleVerdicts": 0,
"stratum": "island",
"unchangedShare": 1.0,
"unproven": 433,
"value": 37.5,
"wilson95Lower": 0.462
},
{
"audited": 39,
"needForTarget": 26,
"ok": 27,
"pins": 298,
"population": 97,
"staleVerdicts": 0,
"stratum": "pin",
"unchangedShare": 1.0,
"unproven": 201,
"value": 18.6,
"wilson95Lower": 0.572
}
],
"verdicts": 101
},
"ceilings": [
{
"inputs": "scored: island 31 of 52 ok from 1873 (bound 46.2%, unchanged 100%); pin 27 of 39 ok from 97 (bound 57.2%, unchanged 100%); 433 of 2306 islands show no join to a pad, a via or other copper, so they are unproven and count as not correct (the island figure is multiplied by 0.812); 201 of 298 pins with a net show no join of their pad to copper the copy drew, so they are unproven and count as not correct (the pin figure is multiplied by 0.326); 146 of those 201 are on a net that cites a source outside the photos, which no photo confirms",
"name": "independent audit",
"value": 18.6
},
{
"inputs": "1468 of 1641 mm2 of pour has a net",
"name": "copper with a net, by area",
"value": 89.4
},
{
"inputs": "86 of 145 connections (337 pins, 192 nets) are joined by seen copper; 59 routed by the program, not seen; outside-evidence bound 0.0",
"name": "connections the photos show or outside evidence proves",
"value": 59.3
},
{
"inputs": "699 of 947 mm of track has a net",
"name": "copper with a net, by length",
"value": 73.8
},
{
"inputs": "0 of 142 joined pins disagree with the copper they touch; via net clashes: 7",
"name": "pins that agree with their copper",
"value": 100.0
},
{
"inputs": "499 of 145 missing per KiCad at the proposed stackup",
"name": "connections KiCad finds closed",
"value": 0.0
}
],
"heldByAudit": false,
"limit": "connections KiCad finds closed: 499 of 145 missing per KiCad at the proposed stackup",
"outside": "a continuity log per net on the real board, or a real netlist, attached to the pin verdicts with --evidence: photos cannot show what joins inside the board",
"raise": "close what the copy leaves open",
"score": 0.0
},
"copper": {
"audit": {
"detail": "bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"failed": [
"a003 pt:top:12:1 (wrong)",
"a006 pt:bottom:41:20 (wrong)",
"a008 pt:bottom:46:27 (wrong)",
"a009 pt:bottom:49:22 (cannot_tell)",
"a012 pt:bottom:4:28 (cannot_tell)",
"a022 pt:bottom:17:26 (wrong)",
"a029 pt:bottom:17:5 (cannot_tell)",
"a038 pt:bottom:43:3 (cannot_tell)",
"a041 pt:bottom:22:9 (cannot_tell)",
"a046 pt:bottom:41:23 (cannot_tell)",
"a051 pt:bottom:6:37 (cannot_tell)",
"a054 pt:top:53:11 (cannot_tell)",
"a055 pt:top:11:10 (wrong)",
"a069 pt:top:31:13 (cannot_tell)",
"a074 pt:bottom:31:16 (wrong)",
"a077 pt:bottom:49:9 (wrong)",
"a084 pt:top:12:2 (wrong)",
"a091 pt:bottom:40:23 (cannot_tell)",
"a092 pt:bottom:17:19 (wrong)",
"a094 pt:bottom:41:10 (wrong)",
"a095 pt:bottom:20:6 (cannot_tell)",
"a107 pt:bottom:32:9 (wrong)",
"a108 pt:top:0:37 (cannot_tell)",
"a111 pt:top:13:16 (wrong)",
"a034 pt:top:19:17 (wrong)",
"a036 pt:bottom:5:0 (wrong)",
"a039 pt:top:2:18 (wrong)",
"a044 pt:top:0:12 (wrong)",
"a045 pt:top:20:29 (wrong)",
"a047 pt:top:20:15 (wrong)",
"a052 pt:top:31:37 (cannot_tell)",
"a053 pt:top:44:26 (cannot_tell)",
"a058 pt:top:42:38 (cannot_tell)",
"a064 pt:top:3:16 (wrong)",
"a067 pt:bottom:16:22 (cannot_tell)",
"a068 pt:top:44:25 (wrong)",
"a075 pt:top:5:12 (wrong)",
"a086 pt:top:37:37 (wrong)",
"a097 pt:top:7:8 (cannot_tell)",
"a098 pt:top:22:22 (wrong)"
],
"items": 112,
"sample": "f7204517bcfa7e9f",
"status": "scored",
"strata": [
{
"audited": 50,
"needForTarget": 33,
"ok": 26,
"population": 471,
"staleVerdicts": 0,
"stratum": "bare",
"unchangedShare": 1.0,
"value": 39.1,
"wilson95Lower": 0.392
},
{
"audited": 51,
"needForTarget": 34,
"ok": 35,
"population": 1063,
"staleVerdicts": 0,
"stratum": "copper",
"unchangedShare": 1.0,
"value": 55.3,
"wilson95Lower": 0.553
}
],
"verdicts": 112
},
"ceilings": [
{
"inputs": "scored: bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"name": "independent audit",
"value": 39.1
},
{
"inputs": "top: no islands read; bottom: no islands read",
"name": "copper read that reached the copy",
"value": 40.0
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 69.8 at /categories/copper/score",
"name": "layers against the photos",
"value": 69.8
}
],
"heldByAudit": false,
"limit": "independent audit: scored: bare 26 of 50 ok from 471 (bound 39.2%, unchanged 100%); copper 35 of 51 ok from 1063 (bound 55.3%, unchanged 100%); 2778 of 4312 points (64.4%) left out because the photo cannot show copper there: exposed metal 372, hole 3, part body 1334, part's pad box 937, silk 132",
"outside": "an X-ray, or a photo of the bare board with the mask stripped, where the photo is dark or a part hides the copper",
"raise": "fix the method behind the failed items (a003 pt:top:12:1 (wrong), a006 pt:bottom:41:20 (wrong), a008 pt:bottom:46:27 (wrong), a009 pt:bottom:49:22 (cannot_tell), a012 pt:bottom:4:28 (cannot_tell), a022 pt:bottom:17:26 (wrong)), then redraw",
"score": 39.1
},
"identity": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"name": "identity tagged as seen",
"value": 4.6
}
],
"heldByAudit": false,
"limit": "identity tagged as seen: 12 of 258 parts have an identity tagged SEEN, MEASURED or DATASHEET",
"outside": "a bill of materials, or markings read under a microscope for the unmarked parts, attached to the verdicts with --evidence",
"raise": "read the 246 parts whose identity is INFERRED or UNKNOWN from the crops or outside evidence",
"score": 4.6
},
"layers": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 30",
"name": "independent audit",
"value": 30.0
},
{
"inputs": "photos never show an inner layer: cap 30",
"name": "photos alone",
"value": 30.0
},
{
"inputs": "42 of 59 connections stay open at 10 layers",
"name": "the proposed stackup closes",
"value": 28.8
}
],
"heldByAudit": false,
"limit": "the proposed stackup closes: 42 of 59 connections stay open at 10 layers",
"outside": "an edge micrograph, a cross-section or an X-ray that shows the copper layers, attached to the layer and plane verdicts with --evidence: photos never show an inner layer",
"raise": "a stackup that closes every connection",
"score": 28.8
},
"placement": {
"audit": {
"detail": "all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"failed": [
"a009 C114 (wrong)",
"a012 C170 (wrong)",
"a013 C140 (wrong)",
"a014 C141 (wrong)",
"a021 C198 (wrong)",
"a045 C156 (wrong)"
],
"items": 52,
"sample": "ce5320b5c888233a",
"status": "scored",
"strata": [
{
"audited": 47,
"needForTarget": 31,
"ok": 41,
"population": 258,
"staleVerdicts": 0,
"stratum": "all",
"unchangedShare": 1.0,
"value": 76.2,
"wilson95Lower": 0.762
}
],
"verdicts": 52
},
"ceilings": [
{
"inputs": "scored: all 41 of 47 ok from 258 (bound 76.2%, unchanged 100%)",
"name": "independent audit",
"value": 76.2
},
{
"inputs": "140 of 258 parts have snap.method by pads, body centre or hole centre",
"name": "parts located by a program measurement",
"value": 54.2
},
{
"inputs": "fidelity.json: lowest of 1 figure(s) is 68.9 at /categories/placement/score",
"name": "layers against the photos",
"value": 68.9
}
],
"heldByAudit": false,
"limit": "parts located by a program measurement: 140 of 258 parts have snap.method by pads, body centre or hole centre",
"outside": null,
"raise": "make `parts snap` measure the 118 parts placed by a reading instead",
"score": 54.2
},
"values": {
"audit": {
"detail": "no sample drawn",
"failed": [],
"items": 0,
"sample": "",
"status": "none",
"strata": [],
"verdicts": 0
},
"ceilings": [
{
"inputs": "no independent evidence (none: no sample drawn): capped at 40",
"name": "independent audit",
"value": 40.0
},
{
"inputs": "6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"name": "values tagged as seen",
"value": 2.3
}
],
"heldByAudit": false,
"limit": "values tagged as seen: 6 of 254 parts with a value have it tagged SEEN, MEASURED or DATASHEET",
"outside": "an LCR reading of each unmarked part off the board, or a bill of materials, attached to the verdicts with --evidence",
"raise": "get values for the 248 parts with no readable value: unmarked ceramics cannot be read from a photo",
"score": 2.3
},
"vias": {
"audit": {
"detail": "dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"failed": [
"a027 dome:bottom:[131.713,118.788] (wrong)",
"a003 via:v363 (wrong)",
"a005 via:v736 (wrong)",
"a006 via:v541 (wrong)",
"a009 via:v707 (wrong)",
"a014 via:v366 (wrong)",
"a029 via:v829 (wrong)",
"a049 via:v663 (wrong)",
"a055 via:v544 (wrong)"
],
"items": 63,
"sample": "03a1a8116cb47da0",
"status": "scored",
"strata": [
{
"audited": 6,
"needForTarget": 6,
"ok": 5,
"population": 6,
"staleVerdicts": 0,
"stratum": "dropped",
"unchangedShare": 1.0,
"value": 83.3,
"wilson95Lower": 0.833
},
{
"audited": 51,
"needForTarget": 34,
"ok": 43,
"population": 883,
"staleVerdicts": 0,
"stratum": "kept",
"unchangedShare": 1.0,
"value": 72.3,
"wilson95Lower": 0.724
}
],
"verdicts": 63
},
"ceilings": [
{
"inputs": "scored: dropped 5 of 6 ok from 6 (bound 83.3%, unchanged 100%); kept 43 of 51 ok from 883 (bound 72.4%, unchanged 100%)",
"name": "independent audit",
"value": 72.3
},
{
"inputs": "42 of 883 kept vias sit on a patch more than a quarter pale (min(R,G,B) > 135 in the square reaching 0.35 mm around it, a rule from these photos and an upper bound on false vias); 256 seen on both faces",
"name": "vias not on pale pixels",
"value": 95.2
},
{
"inputs": "input missing: fidelity.json has no figure for vias: capped at 40",
"name": "layers against the photos",
"value": 40.0
}
],
"heldByAudit": false,
"limit": "layers against the photos: input missing: fidelity.json has no figure for vias: capped at 40",
"outside": "an X-ray or a backlit photo of the bare board shows through vias directly, attached with --evidence",
"raise": "run the layer scoring so fidelity.json compares this category's layers with the photos",
"score": 40.0
}
},
"fullPass": true,
"overall": 0.0,
"overallRule": "the lowest category",
"target": 90.0
},
"target": 90.0,
"verdict": "STALLED"
}
]
}