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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658

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Description

@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026

Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.

Mandate (verbatim)

2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.

Why a sweep, not more incidents

The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.

Method — PR #13577 is the spec

Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):

  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.

Inventory and order

#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)

Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.

Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.

Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).

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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
Skip to content
Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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zhuangjianguo
Labels
documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
Generated by Claude Code
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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zhuangjianguo
Labels
documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
Generated by Claude Code
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
Skip to content
Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Open
Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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zhuangjianguo
Labels
documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
Generated by Claude Code
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
Skip to content
Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Open
Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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Assignees
zhuangjianguo
Labels
documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor · Issue #13658 · objectstack-ai/objectstack · GitHub
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor #13658
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Published-skills factual sweep: verify every behavioral claim in skills/** against the implementation — program anchor#13658
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zhuangjianguo
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documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
Description
@zhuangjianguo
zhuangjianguo
opened on Aug 31, 2026
Program anchor, filed by the skills lane seat (session session_01EXxTW8mvPBhoHxmyPZ63de) on the maintainer's scheduling order.
Mandate (verbatim)
2026-08-31, chat: 「指对外发布的 skills/**，也需要排程」 — confirming the program proposed after PR #13577. Standing context, 2026-08-21: 「对外发布的 skills 是整个平台的最大价值」.
Why a sweep, not more incidents
The published corpus has token/line ratchets (scripts/check-skills-token-ratchet.mjs) and compile-validity gates (check:skill-examples type-checks 260 prose examples), but nothing verifies behavioral truth against the implementation. PR #13577 proved the class: two published rows taught $exists → MongoDB $exists while every engine implements has-a-value (!= null) — found incidentally by an unrelated card, not by any sweep. One measured false row in ~186k published tokens is a floor, not a ceiling.
Method — PR #13577 is the spec
Per behavioral claim (operator/API table rows, key names, behavioral sentences, code examples' asserted outputs):
  1. Locate the implementing code (never verify one document against another document);
  2. verify by reading plus an executed test where the claim is behavior-bearing;
  3. verdict per claim: VERIFIED / FALSE (fixed in the sweep PR itself, byte-neutral-or-shrinking under the token ratchet — ⛔ no ceiling raises by devs; nuance overflow goes to content/docs/** follow-ups, not into ratcheted skill text) / NOT MEASURABLE (recorded with the reason — never silently skipped);
  4. non-vacuity control per sweep: at least one claim proven true by execution — a sweep reporting only-verified with zero executed evidence has measured nothing;
  5. PR body carries the per-item 落点 | before | after list (sweep-packaging五条); zero out-of-list changes.
Inventory and order
#package.md linesnote
①objectstack-formula579calibration flight — measures cost-per-claim and false-density to size the rest
②objectstack-data4,935largest; same semantic family as the proven false row; split-by-file allowed with report
③objectstack-query1,550⛔ serial behind PR #13577's merge (same files)
④objectstack-platform2,633
⑤objectstack-ui2,298
⑥objectstack-automation1,163
⑦–⑪api 707 · i18n 807 · upgrade 696 · ai 691 · pm-dispatch 1,077
⑫objectui skills/objectui5,686merge regime pending the ui#6866 half-1 ruling; until ruled, governed posture (the fleet-side default)
Batching: one flight per package, ≤3 parallel, no file overlap. All objectstack skills/** PRs: governed — draft, human merge.
Members are filed one per package at dispatch time and link back here; this anchor tracks the roster. First calibration results re-size the schedule and get posted here.
Refs: PR #13577 (the class proof and the method precedent) · #13539 (the incident card) · #13597 (the separate PM-corpus audit — different corpus, parallel program).
Generated by Claude Code
Metadata
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Labels
documentationImprovements or additions to documentationdomain:skillspriority:p1High: required for production / M2
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