skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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Merged
os-zhuang merged 5 commits into from
Sep 2, 2026
+113 −320
Merged

skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens) #14444

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skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…
claude Sep 2, 2026
d811560
skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…
claude Sep 2, 2026
60a3d64
skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…
claude Sep 2, 2026
553de85
skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …
claude Sep 2, 2026
ea50dfb
skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…
claude Sep 2, 2026
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6 changes: 3 additions & 3 deletions content/docs/ai/skills-reference.mdx
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Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down
2 changes: 1 addition & 1 deletion skills/README.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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 Merged

os-zhuang
merged 5 commits into

from

Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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 Merged

os-zhuang
merged 5 commits into

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Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
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if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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os-zhuang
merged 5 commits into

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Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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 Merged

os-zhuang
merged 5 commits into

from

Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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 Merged

os-zhuang
merged 5 commits into

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Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
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skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

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Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
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} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
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skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)#14444

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 Merged

os-zhuang
merged 5 commits into

from

Sep 2, 2026

+113

−320

 Merged


skills(pm-dispatch): optimization flight — monorepo-only lore cut, the report JSON printed once, upstream reporting pointed at objectstack-platform, five drifts synced to the dev contract (net −2,982 tokens)
#14444
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4392d32

skills(pm-dispatch): PMD-C-01/E-05/E-02/E-03 — cut monorepo-only lore…


claude Sep 2, 2026
d811560

skills(pm-dispatch): PMD-B-03/B-02/G-01 — one sanitizer rule, one rep…


claude Sep 2, 2026
60a3d64

skills(pm-dispatch): PMD-F-01..F-05 — sync five drifts to the dev con…


claude Sep 2, 2026
553de85

skills(pm-dispatch): PMD-D-01/D-02/D-03/E-04 — rewrite anecdotes and …


claude Sep 2, 2026
ea50dfb

skills(pm-dispatch): PMD-A-01 — drop the "report a platform bug" trig…


claude Sep 2, 2026

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6 changes: 3 additions & 3 deletions
content/docs/ai/skills-reference.mdx

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -52,7 +52,7 @@ ObjectStack ships **11 skills** — one per authoring domain, plus process skill
| 7 | [API](#api) | `api` | `skills/objectstack-api/` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| 8 | [i18n](#i18n) | `i18n` | `skills/objectstack-i18n/` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| 9 | [Formula](#formula) | `expression` | `skills/objectstack-formula/` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| 10 | [PM Dispatch](#pm-dispatch) | `process` | `skills/objectstack-pm-dispatch/` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| 11 | [Upgrade](#upgrade) | `process` | `skills/objectstack-upgrade/` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

---
Expand DownExpand Up@@ -187,9 +187,9 @@ Do not use for SQL fragments (driver-native), cron schedules (cron dialect), or

**Domain** `process` · **Path** `skills/objectstack-pm-dispatch/`

Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds.
Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required).

Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", to stand up a multi-agent delivery loop in an ObjectStack app project, or to report a platform bug found while building an app.
Use when asked to "work through the backlog", "batch-dispatch issues", "派发 issue 给开发 agent", or to stand up a multi-agent delivery loop in an ObjectStack app project.

Do not use for authoring ObjectStack metadata (the domain skills cover that), for a single already-scoped change you can just make, or as a replacement for the project's own conventions file — that file always wins.

Expand Down

2 changes: 1 addition & 1 deletion
skills/README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ apps too).
| [API](./objectstack-api/SKILL.md) | `api` | Design the server-side API surface that an ObjectStack runtime exposes — REST endpoints, auth providers, realtime channels, error envelopes, batch/versioning contracts. |
| [i18n](./objectstack-i18n/SKILL.md) | `i18n` | Author ObjectStack translation bundles — object/field labels, view text, app navigation strings, automation messages — and configure locale fallback, coverage reporting, and the per-locale source layout. |
| [Formula](./objectstack-formula/SKILL.md) | `expression` | Author CEL expressions used across ObjectStack — formula fields, field conditional rules (`visibleWhen`, `readonlyWhen`, `requiredWhen`), validation / sharing / visibility predicates, flow conditions, and dynamic seed values. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required) and the upstream-reporting procedure for platform defects an app project finds. |
| [PM Dispatch](./objectstack-pm-dispatch/SKILL.md) | `process` | Run a project-manager dispatch loop over a GitHub backlog: triage and queue ready issues, claim each one, dispatch it to a parallel developer agent that returns a structured JSON report, review the results against GitHub, and drive accepted pull requests to landing — escalating to the maintainer only what genuinely needs a human decision. Ships the developer-agent operating template the loop injects into every dispatch (no custom agent types required). |
| [Upgrade](./objectstack-upgrade/SKILL.md) | `process` | Upgrade an ObjectStack metadata project across a protocol major — run the deterministic conversion chain, then work the semantic residue the chain cannot express (intent choices, custom code on retired APIs, stale prose) to a decision with the project's owner, and finish with a green `validate` plus a human-readable upgrade report. |

<!-- END GENERATED: skills -->
Expand Down
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