← Forward DeployedCONTENT HISTORY

Update to Forward Deployed

Snapshot Oct 28, 2026 · 12:00 UTC · version 0.6.6

WHAT CHANGED

Declared capabilities changed

Declared skills — Now says: [{"description":"Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise...

Observed in instructions or declared skills. Runtime behavior has not been tested.

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Declared skills

Before

Oct 27, 2026 · 00:00 UTC

[{"description":"Help people develop, use and spread valuable AI work through existing products or deployed workflows. Use for hands-on team enablement, reusable working practices, adoption diagnosis, changed responsibilities or expansio...

After

Oct 28, 2026 · 12:00 UTC

[{"description":"Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise chat, coding and workspace adoption, frontier-user programs, stalled use, and e...

Composer icon url

Before

Oct 27, 2026 · 00:00 UTC

https://files.openai.com/content?id=file_00000000c52481f6829f0007e6ee16d8

After

Oct 28, 2026 · 12:00 UTC

https://files.openai.com/content?id=file_00000000c5dc81f58fa9f1ac7511c046

Logo url

Before

Oct 27, 2026 · 00:00 UTC

https://files.openai.com/content?id=file_00000000ff84820d8e8011203b99ea0d

After

Oct 28, 2026 · 12:00 UTC

https://files.openai.com/content?id=file_000000005c7881f598c850edf9c180e1

Version

Before

Oct 27, 2026 · 00:00 UTC

0.6.3

After

Oct 28, 2026 · 12:00 UTC

0.6.6

Compare saved observations

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Full technical diff · 5 changed fields

changed /release/id

BEFORE
"pluginrel_65164334907c8191afc5de0aa118400b"
AFTER
"pluginrel_5abd827529948191a8f72c1be9df8849"

changed /release/interface/composer_icon_url

BEFORE
"https://files.openai.com/content?id=file_00000000c52481f6829f0007e6ee16d8"
AFTER
"https://files.openai.com/content?id=file_00000000c5dc81f58fa9f1ac7511c046"

changed /release/interface/logo_url

BEFORE
"https://files.openai.com/content?id=file_00000000ff84820d8e8011203b99ea0d"
AFTER
"https://files.openai.com/content?id=file_000000005c7881f598c850edf9c180e1"

changed /release/skills

BEFORE
[
  {
    "description": "Help people develop, use and spread valuable AI work through existing products or deployed workflows. Use for hands-on team enablement, reusable working practices, adoption diagnosis, changed responsibilities or expansion across teams and organizations.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "adoption-and-scale",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Help people develop, use and spread valuable AI work through existing products or deployed workflows. Use for hands-on team enablement, reusable working practices, adoption diagnosis, changed responsibilities or expansion across teams and organizations."
    },
    "name": "adoption-and-scale",
    "plugin_release_skill_id": "pluginrsk_6acc519d2cc08191bc87688a522d249b"
  },
  {
    "description": "Explore current products, enterprise systems, models, developer interfaces, and available host tools to discover and test capabilities that improve an AI solution. Use for open-ended technical exploration, platform or model choices, buy/adapt/build decisions, and finding a maintainable way to deliver a specific workflow.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "capability-exploration",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Explore current products, enterprise systems, models, developer interfaces, and available host tools to discover and test capabilities that improve an AI solution. Use for open-ended technical exploration, platform or model choices, buy/adapt/build decisions, and finding a maintainable way to deliver a specific workflow."
    },
    "name": "capability-exploration",
    "plugin_release_skill_id": "pluginrsk_6acc519b7e70819190a91868f2d85064"
  },
  {
    "description": "Design and improve the information an AI workflow uses to reason, investigate, and act. Use for enterprise knowledge and document interpretation, retrieval, long-context work, task memory, changing business state, or failures caused by missing, misleading, inaccessible, or poorly organized context.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "context-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Design and improve the information an AI workflow uses to reason, investigate, and act. Use for enterprise knowledge and document interpretation, retrieval, long-context work, task memory, changing business state, or failures caused by missing, misleading, inaccessible, or poorly organized context."
    },
    "name": "context-design",
    "plugin_release_skill_id": "pluginrsk_6acc519db7dc8191bddb794b9fd80c9c"
  },
  {
    "description": "Investigate enterprise work, systems and expert judgment to discover what an AI solution should change. Use for operator research, technical discovery, workflow redesign, workshops or diagnosis of an inherited process.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "discovery",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Investigate enterprise work, systems and expert judgment to discover what an AI solution should change. Use for operator research, technical discovery, workflow redesign, workshops or diagnosis of an inherited process."
    },
    "name": "discovery",
    "plugin_release_skill_id": "pluginrsk_6acc519bf5648191965f8a8cf1a8a75d"
  },
  {
    "description": "Develop an enterprise AI engagement and customer point of view. Use for technical pursuits, first conversations, opening decks, engagement proposals, collaborative scoping and sponsor alignment, or adapting commitments when the work changes.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "enterprise-engagement",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Develop an enterprise AI engagement and customer point of view. Use for technical pursuits, first conversations, opening decks, engagement proposals, collaborative scoping and sponsor alignment, or adapting commitments when the work changes."
    },
    "name": "enterprise-engagement",
    "plugin_release_skill_id": "pluginrsk_6acc519c1014819197655f714cd5559d"
  },
  {
    "description": "Design and investigate how an AI workflow operates across enterprise systems, business objects, identities, and teams. Use for integration choices, engineering contracts, domain meaning, asynchronous business actions, or diagnosis of a solution that reads correctly but cannot reliably complete work.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "enterprise-integration",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Design and investigate how an AI workflow operates across enterprise systems, business objects, identities, and teams. Use for integration choices, engineering contracts, domain meaning, asynchronous business actions, or diagnosis of a solution that reads correctly but cannot reliably complete work."
    },
    "name": "enterprise-integration",
    "plugin_release_skill_id": "pluginrsk_6acc519dfc888191a2449667ae2057bc"
  },
  {
    "description": "Test whether an AI workflow produces useful business outcomes, diagnose where it fails, and improve the right part of the system. Use for feasibility proofs, candidate comparisons, release decisions, regressions, production incidents, and disappointing adoption or economics.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "evaluate-and-improve",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Test whether an AI workflow produces useful business outcomes, diagnose where it fails, and improve the right part of the system. Use for feasibility proofs, candidate comparisons, release decisions, regressions, production incidents, and disappointing adoption or economics."
    },
    "name": "evaluate-and-improve",
    "plugin_release_skill_id": "pluginrsk_6acc519e27c48191a1ad66a531b43677"
  },
  {
    "description": "Create a compelling FDE engagement deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive analysis into a clear point of view and an artifact the audience can use.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "executive-communication",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "pen",
      "short_description": "Create a compelling FDE engagement deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive analysis into a clear point of view and an artifact the audience can use."
    },
    "name": "executive-communication",
    "plugin_release_skill_id": "pluginrsk_6acc519b74a481919fd92b6f05ae8608"
  },
  {
    "description": "Turn field-built AI capabilities and deployment learning into reusable products, platform improvements, or delivery practices. Use to choose durable abstractions, separate customer variation from common behavior, improve deployment economics, and move supported capability beyond a bespoke engagement.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "field-productization",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Turn field-built AI capabilities and deployment learning into reusable products, platform improvements, or delivery practices. Use to choose durable abstractions, separate customer variation from common behavior, improve deployment economics, and move supported capability beyond a bespoke engagement."
    },
    "name": "field-productization",
    "plugin_release_skill_id": "pluginrsk_6acc519dd3788191883e390909cc222b"
  },
  {
    "description": "Advance a forward-deployment assignment for a team or organization, or choose the relevant Forward Deployed skill. Use when the requested result spans customer understanding, AI-enabled work, opportunity and solution design, engineering handoff, delivery, adoption or value.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "get-started",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Advance a forward-deployment assignment for a team or organization, or choose the relevant Forward Deployed skill. Use when the requested result spans customer understanding, AI-enabled work, opportunity and solution design, engineering handoff, delivery, adoption or value."
    },
    "name": "get-started",
    "plugin_release_skill_id": "pluginrsk_6acc519d13bc8191bd881a5ed47416f4"
  },
  {
    "description": "Synthesize meetings and notes from an AI adoption or forward-deployment engagement into findings, decisions, solution implications and useful follow-through. Use for engagement readouts, discovery synthesis, use-case updates and preparation for the next customer or delivery conversation.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "meeting-synthesis",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Synthesize meetings and notes from an AI adoption or forward-deployment engagement into findings, decisions, solution implications and useful follow-through. Use for engagement readouts, discovery synthesis, use-case updates and preparation for the next customer or delivery conversation."
    },
    "name": "meeting-synthesis",
    "plugin_release_skill_id": "pluginrsk_6acc519b21f08191ac5c4ffacd0ecda7"
  },
  {
    "description": "Invent and develop valuable AI-enabled workflows and services for teams and organizations. Use to explore what AI could make possible, expand a narrow automation idea, turn discovery into concrete opportunities, or develop a chosen idea into a credible first experience.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "opportunity-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Invent and develop valuable AI-enabled workflows and services for teams and organizations. Use to explore what AI could make possible, expand a narrow automation idea, turn discovery into concrete opportunities, or develop a chosen idea into a credible first experience."
    },
    "name": "opportunity-design",
    "plugin_release_skill_id": "pluginrsk_6acc519b36c88191b631267e8bce769a"
  },
  {
    "description": "Design a coherent AI-enabled workflow or service, from user experience through reasoning, context, tools, state and operation. Use for whole-solution architecture, a consequential design tradeoff, an inherited solution redesign or an engineering-ready specification.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "solution-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Design a coherent AI-enabled workflow or service, from user experience through reasoning, context, tools, state and operation. Use for whole-solution architecture, a consequential design tradeoff, an inherited solution redesign or an engineering-ready specification."
    },
    "name": "solution-design",
    "plugin_release_skill_id": "pluginrsk_6acc519ce23c81919b45bada4ce6b674"
  },
  {
    "description": "Coordinate an enterprise AI deployment and equip the engineers or coding agents implementing it. Use for engineering briefs, customer and partner delivery, dependencies, changed requirements, credible forecasts, rollout, technical transfer, or recovery of a stuck engagement.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "technical-delivery",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Coordinate an enterprise AI deployment and equip the engineers or coding agents implementing it. Use for engineering briefs, customer and partner delivery, dependencies, changed requirements, credible forecasts, rollout, technical transfer, or recovery of a stuck engagement."
    },
    "name": "technical-delivery",
    "plugin_release_skill_id": "pluginrsk_6acc519c570081918721ec721ba8b4e7"
  },
  {
    "description": "Choose what to fund, test or build first among AI and workflow opportunities. Use for investment recommendations, pilot selection, use-case portfolios, shared-capability decisions and sequencing work against available delivery and operating capacity.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "use-case-portfolio",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Choose what to fund, test or build first among AI and workflow opportunities. Use for investment recommendations, pilot selection, use-case portfolios, shared-capability decisions and sequencing work against available delivery and operating capacity."
    },
    "name": "use-case-portfolio",
    "plugin_release_skill_id": "pluginrsk_6acc519c43688191912b637d85ff7cfa"
  },
  {
    "description": "Build and test the economic case for an enterprise AI capability, investment, or expansion. Use for new services, decision quality, expert capacity, operating economics, and value realization when the architecture and changed work determine the return.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "value-case",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Build and test the economic case for an enterprise AI capability, investment, or expansion. Use for new services, decision quality, expert capacity, operating economics, and value realization when the architecture and changed work determine the return."
    },
    "name": "value-case",
    "plugin_release_skill_id": "pluginrsk_6acc519cf6f0819195dc60dcdce31fc0"
  }
]
AFTER
[
  {
    "description": "Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise chat, coding and workspace adoption, frontier-user programs, stalled use, and expansion across teams.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "adoption-and-scale",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise chat, coding and workspace adoption, frontier-user programs, stalled use, and expansion across teams."
    },
    "name": "adoption-and-scale",
    "plugin_release_skill_id": "pluginrsk_6ae02a62ba188191a8e0c0e7375ac407"
  },
  {
    "description": "Discover and test what current AI products, models, runtimes, and enterprise tools can accomplish on a meaningful task. Use for capability exploration, platform choices, buy/adapt/build decisions, and finding a better way to deliver an AI workflow.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "capability-exploration",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Discover and test what current AI products, models, runtimes, and enterprise tools can accomplish on a meaningful task. Use for capability exploration, platform choices, buy/adapt/build decisions, and finding a better way to deliver an AI workflow."
    },
    "name": "capability-exploration",
    "plugin_release_skill_id": "pluginrsk_6ae02a6408b88191b7bda94015bff1a0"
  },
  {
    "description": "Design the information an AI workflow uses to investigate, create, and act. Use for enterprise knowledge, retrieval, tool results, long-running work, task memory, or failures caused by missing, misleading, or poorly organized context.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "context-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Design the information an AI workflow uses to investigate, create, and act. Use for enterprise knowledge, retrieval, tool results, long-running work, task memory, or failures caused by missing, misleading, or poorly organized context."
    },
    "name": "context-design",
    "plugin_release_skill_id": "pluginrsk_6ae02a60a0988191acb55ace84df88a2"
  },
  {
    "description": "Discover how enterprise work could change with AI. Use for adoption discovery, operator research, capability exploration, workflow redesign and investigating why an AI pilot has stalled.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "discovery",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Discover how enterprise work could change with AI. Use for adoption discovery, operator research, capability exploration, workflow redesign and investigating why an AI pilot has stalled."
    },
    "name": "discovery",
    "plugin_release_skill_id": "pluginrsk_6ae02a623e5081919adb516e41cd1170"
  },
  {
    "description": "Develop an enterprise AI adoption proposition, customer conversation or engagement. Use for opening decks, technical pursuits, adoption proposals, collaborative scoping and changes to an ongoing AI engagement.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "enterprise-engagement",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Develop an enterprise AI adoption proposition, customer conversation or engagement. Use for opening decks, technical pursuits, adoption proposals, collaborative scoping and changes to an ongoing AI engagement."
    },
    "name": "enterprise-engagement",
    "plugin_release_skill_id": "pluginrsk_6ae02a61f70481919a4a56b0ac74cee8"
  },
  {
    "description": "Connect AI work to enterprise systems through meaningful business objects, usable tools, identity, and reliable actions. Use for integration design, tool contracts, asynchronous operations, or diagnosis of a workflow that cannot complete its work.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "enterprise-integration",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Connect AI work to enterprise systems through meaningful business objects, usable tools, identity, and reliable actions. Use for integration design, tool contracts, asynchronous operations, or diagnosis of a workflow that cannot complete its work."
    },
    "name": "enterprise-integration",
    "plugin_release_skill_id": "pluginrsk_6ae02a60ab2c81918fb561581da8a17b"
  },
  {
    "description": "Evaluate and improve enterprise AI on completed tasks, useful capability, and operating economics. Use for experiments, bounded optimization, model or harness comparisons, release decisions, and diagnosis from agent traces.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "evaluate-and-improve",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Evaluate and improve enterprise AI on completed tasks, useful capability, and operating economics. Use for experiments, bounded optimization, model or harness comparisons, release decisions, and diagnosis from agent traces."
    },
    "name": "evaluate-and-improve",
    "plugin_release_skill_id": "pluginrsk_6ae02a62e0948191b585cb34145f50b6"
  },
  {
    "description": "Create an enterprise AI adoption deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive work into a clear recommendation and a finished artifact the audience can use.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "executive-communication",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "pen",
      "short_description": "Create an enterprise AI adoption deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive work into a clear recommendation and a finished artifact the audience can use."
    },
    "name": "executive-communication",
    "plugin_release_skill_id": "pluginrsk_6ae02a63d6808191ae76da47e9b922c6"
  },
  {
    "description": "Turn enterprise AI deployment learning into reusable skills, context, tools, evaluation sets, harness capabilities, or products. Use to choose what should travel across teams or customers and make the next deployment easier to deliver and maintain.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "field-productization",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Turn enterprise AI deployment learning into reusable skills, context, tools, evaluation sets, harness capabilities, or products. Use to choose what should travel across teams or customers and make the next deployment easier to deliver and maintain."
    },
    "name": "field-productization",
    "plugin_release_skill_id": "pluginrsk_6ae02a60af5081919345d3a889adb565"
  },
  {
    "description": "Advance an enterprise AI adoption or forward-deployment assignment and choose the relevant Forward Deployed skills. Use for work spanning customer discovery, AI opportunity and solution design, delivery, workforce adoption and value.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "get-started",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Advance an enterprise AI adoption or forward-deployment assignment and choose the relevant Forward Deployed skills. Use for work spanning customer discovery, AI opportunity and solution design, delivery, workforce adoption and value."
    },
    "name": "get-started",
    "plugin_release_skill_id": "pluginrsk_6ae02a61b0e88191a9225a62402e17cb"
  },
  {
    "description": "Turn enterprise AI adoption meetings into useful findings, decisions and follow-through. Use for discovery synthesis, engagement readouts, use-case updates and changes to an AI solution or deployment plan.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "meeting-synthesis",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Turn enterprise AI adoption meetings into useful findings, decisions and follow-through. Use for discovery synthesis, engagement readouts, use-case updates and changes to an AI solution or deployment plan."
    },
    "name": "meeting-synthesis",
    "plugin_release_skill_id": "pluginrsk_6ae02a614bcc8191adc3964242958e82"
  },
  {
    "description": "Develop enterprise AI opportunities that change how work gets done or create new services. Use to expand an automation request, discover work the organization could not previously afford, or turn a business ambition into a concrete first build.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "opportunity-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Develop enterprise AI opportunities that change how work gets done or create new services. Use to expand an automation request, discover work the organization could not previously afford, or turn a business ambition into a concrete first build."
    },
    "name": "opportunity-design",
    "plugin_release_skill_id": "pluginrsk_6ae02a63d4c48191b12ebfde38c62d25"
  },
  {
    "description": "Design an enterprise AI workflow from user experience through reasoning, context, tools, state, and operation. Use for architecture, consequential design choices, redesign of an inherited solution, or an engineering handoff.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "solution-design",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Design an enterprise AI workflow from user experience through reasoning, context, tools, state, and operation. Use for architecture, consequential design choices, redesign of an inherited solution, or an engineering handoff."
    },
    "name": "solution-design",
    "plugin_release_skill_id": "pluginrsk_6ae02a63caac81918c8aecff2c47f043"
  },
  {
    "description": "Deliver an enterprise AI capability from a working slice to operation and team ownership. Use for coding-agent handoffs, integration dependencies, AI-assisted development workflows, release scope, and technical transfer.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "technical-delivery",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Deliver an enterprise AI capability from a working slice to operation and team ownership. Use for coding-agent handoffs, integration dependencies, AI-assisted development workflows, release scope, and technical transfer."
    },
    "name": "technical-delivery",
    "plugin_release_skill_id": "pluginrsk_6ae02a6092508191b96436489ac3eb09"
  },
  {
    "description": "Choose and sequence enterprise AI investments across integrated workflows, reusable capabilities, and employee practice. Use for funding choices, pilot selection, shared-capability decisions, and portfolios competing for delivery or operating capacity.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "use-case-portfolio",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "hierarchy",
      "short_description": "Choose and sequence enterprise AI investments across integrated workflows, reusable capabilities, and employee practice. Use for funding choices, pilot selection, shared-capability decisions, and portfolios competing for delivery or operating capacity."
    },
    "name": "use-case-portfolio",
    "plugin_release_skill_id": "pluginrsk_6ae02a630ffc8191818738b8e0f7484d"
  },
  {
    "description": "Build and test the economic case for an enterprise AI investment or service. Use for revenue, decision quality, expert capacity, delivery economics, and expansion choices where the architecture and changed work determine the return.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "value-case",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Build and test the economic case for an enterprise AI investment or service. Use for revenue, decision quality, expert capacity, delivery economics, and expansion choices where the architecture and changed work determine the return."
    },
    "name": "value-case",
    "plugin_release_skill_id": "pluginrsk_6ae02a6210d081918e3574a2c6a977e3"
  }
]

changed /release/version

BEFORE
"0.6.3"
AFTER
"0.6.6"
Full snapshot data
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  "connector_id": "asdk_app_6ac9d1460b1481919b7284262bce73fe",
  "created_at": "2026-10-10T06:20:00.558926Z",
  "discoverability": "LISTED",
  "id": "plugin_asdk_app_6ac9d1460b1481919b7284262bce73fe",
  "is_template": false,
  "is_template_instance": false,
  "name": "forward-deployed",
  "release": {
    "app_ids": [
      "asdk_app_6ac9d1460b1481919b7284262bce73fe"
    ],
    "app_manifest": {
      "apps": {
        "forward-deployed-studio": {
          "id": "asdk_app_6ac9d1460b1481919b7284262bce73fe",
          "required": true
        }
      }
    },
    "app_templates": [],
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    "id": "pluginrel_5abd827529948191a8f72c1be9df8849",
    "interface": {
      "brand_color": null,
      "capabilities": [
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        "Plan",
        "Write"
      ],
      "category": "Business & Operations",
      "composer_icon_dark_url": null,
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      "default_prompt": "Develop valuable AI service options from these discovery notes and recommend what to build.",
      "default_prompts": [
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        "Open the engagement beside our conversation and let me review this design change in a form.",
        "Use Field Lab to test the proposed AI workflow, then branch an experiment with different conditions."
      ],
      "developer_name": "Rahil Banthia",
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      "plugin_category_id": "business & operations",
      "privacy_policy_url": "https://github.com/anotb/forward-deployed/blob/main/PRIVACY.md",
      "screenshot_urls": [],
      "short_description": "Forward-deployed AI skills",
      "terms_of_service_url": "https://github.com/anotb/forward-deployed/blob/main/TERMS.md",
      "website_url": "https://forward-deployed.unsol.dev"
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      "ai-agents",
      "ai-consulting",
      "discovery",
      "solution-architecture",
      "enterprise-integration",
      "context-engineering",
      "agent-evaluation",
      "ai-adoption",
      "claude-cowork",
      "claude-code",
      "chatgpt",
      "codex"
    ],
    "onboarding_skill_name": "get-started",
    "requires_local_executor": false,
    "skills": [
      {
        "description": "Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise chat, coding and workspace adoption, frontier-user programs, stalled use, and expansion across teams.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "adoption-and-scale",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Help an enterprise put AI to work through broad fluency, role-specific practice, workflow redesign, and reusable methods. Use for enterprise chat, coding and workspace adoption, frontier-user programs, stalled use, and expansion across teams."
        },
        "name": "adoption-and-scale",
        "plugin_release_skill_id": "pluginrsk_6ae02a62ba188191a8e0c0e7375ac407"
      },
      {
        "description": "Discover and test what current AI products, models, runtimes, and enterprise tools can accomplish on a meaningful task. Use for capability exploration, platform choices, buy/adapt/build decisions, and finding a better way to deliver an AI workflow.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "capability-exploration",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Discover and test what current AI products, models, runtimes, and enterprise tools can accomplish on a meaningful task. Use for capability exploration, platform choices, buy/adapt/build decisions, and finding a better way to deliver an AI workflow."
        },
        "name": "capability-exploration",
        "plugin_release_skill_id": "pluginrsk_6ae02a6408b88191b7bda94015bff1a0"
      },
      {
        "description": "Design the information an AI workflow uses to investigate, create, and act. Use for enterprise knowledge, retrieval, tool results, long-running work, task memory, or failures caused by missing, misleading, or poorly organized context.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "context-design",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Design the information an AI workflow uses to investigate, create, and act. Use for enterprise knowledge, retrieval, tool results, long-running work, task memory, or failures caused by missing, misleading, or poorly organized context."
        },
        "name": "context-design",
        "plugin_release_skill_id": "pluginrsk_6ae02a60a0988191acb55ace84df88a2"
      },
      {
        "description": "Discover how enterprise work could change with AI. Use for adoption discovery, operator research, capability exploration, workflow redesign and investigating why an AI pilot has stalled.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "discovery",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Discover how enterprise work could change with AI. Use for adoption discovery, operator research, capability exploration, workflow redesign and investigating why an AI pilot has stalled."
        },
        "name": "discovery",
        "plugin_release_skill_id": "pluginrsk_6ae02a623e5081919adb516e41cd1170"
      },
      {
        "description": "Develop an enterprise AI adoption proposition, customer conversation or engagement. Use for opening decks, technical pursuits, adoption proposals, collaborative scoping and changes to an ongoing AI engagement.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "enterprise-engagement",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Develop an enterprise AI adoption proposition, customer conversation or engagement. Use for opening decks, technical pursuits, adoption proposals, collaborative scoping and changes to an ongoing AI engagement."
        },
        "name": "enterprise-engagement",
        "plugin_release_skill_id": "pluginrsk_6ae02a61f70481919a4a56b0ac74cee8"
      },
      {
        "description": "Connect AI work to enterprise systems through meaningful business objects, usable tools, identity, and reliable actions. Use for integration design, tool contracts, asynchronous operations, or diagnosis of a workflow that cannot complete its work.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "enterprise-integration",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Connect AI work to enterprise systems through meaningful business objects, usable tools, identity, and reliable actions. Use for integration design, tool contracts, asynchronous operations, or diagnosis of a workflow that cannot complete its work."
        },
        "name": "enterprise-integration",
        "plugin_release_skill_id": "pluginrsk_6ae02a60ab2c81918fb561581da8a17b"
      },
      {
        "description": "Evaluate and improve enterprise AI on completed tasks, useful capability, and operating economics. Use for experiments, bounded optimization, model or harness comparisons, release decisions, and diagnosis from agent traces.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "evaluate-and-improve",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "chart",
          "short_description": "Evaluate and improve enterprise AI on completed tasks, useful capability, and operating economics. Use for experiments, bounded optimization, model or harness comparisons, release decisions, and diagnosis from agent traces."
        },
        "name": "evaluate-and-improve",
        "plugin_release_skill_id": "pluginrsk_6ae02a62e0948191b585cb34145f50b6"
      },
      {
        "description": "Create an enterprise AI adoption deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive work into a clear recommendation and a finished artifact the audience can use.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "executive-communication",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "pen",
          "short_description": "Create an enterprise AI adoption deck, solution walkthrough, executive decision memo or technical narrative. Turn substantive work into a clear recommendation and a finished artifact the audience can use."
        },
        "name": "executive-communication",
        "plugin_release_skill_id": "pluginrsk_6ae02a63d6808191ae76da47e9b922c6"
      },
      {
        "description": "Turn enterprise AI deployment learning into reusable skills, context, tools, evaluation sets, harness capabilities, or products. Use to choose what should travel across teams or customers and make the next deployment easier to deliver and maintain.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "field-productization",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Turn enterprise AI deployment learning into reusable skills, context, tools, evaluation sets, harness capabilities, or products. Use to choose what should travel across teams or customers and make the next deployment easier to deliver and maintain."
        },
        "name": "field-productization",
        "plugin_release_skill_id": "pluginrsk_6ae02a60af5081919345d3a889adb565"
      },
      {
        "description": "Advance an enterprise AI adoption or forward-deployment assignment and choose the relevant Forward Deployed skills. Use for work spanning customer discovery, AI opportunity and solution design, delivery, workforce adoption and value.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "get-started",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Advance an enterprise AI adoption or forward-deployment assignment and choose the relevant Forward Deployed skills. Use for work spanning customer discovery, AI opportunity and solution design, delivery, workforce adoption and value."
        },
        "name": "get-started",
        "plugin_release_skill_id": "pluginrsk_6ae02a61b0e88191a9225a62402e17cb"
      },
      {
        "description": "Turn enterprise AI adoption meetings into useful findings, decisions and follow-through. Use for discovery synthesis, engagement readouts, use-case updates and changes to an AI solution or deployment plan.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "meeting-synthesis",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Turn enterprise AI adoption meetings into useful findings, decisions and follow-through. Use for discovery synthesis, engagement readouts, use-case updates and changes to an AI solution or deployment plan."
        },
        "name": "meeting-synthesis",
        "plugin_release_skill_id": "pluginrsk_6ae02a614bcc8191adc3964242958e82"
      },
      {
        "description": "Develop enterprise AI opportunities that change how work gets done or create new services. Use to expand an automation request, discover work the organization could not previously afford, or turn a business ambition into a concrete first build.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "opportunity-design",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Develop enterprise AI opportunities that change how work gets done or create new services. Use to expand an automation request, discover work the organization could not previously afford, or turn a business ambition into a concrete first build."
        },
        "name": "opportunity-design",
        "plugin_release_skill_id": "pluginrsk_6ae02a63d4c48191b12ebfde38c62d25"
      },
      {
        "description": "Design an enterprise AI workflow from user experience through reasoning, context, tools, state, and operation. Use for architecture, consequential design choices, redesign of an inherited solution, or an engineering handoff.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "solution-design",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Design an enterprise AI workflow from user experience through reasoning, context, tools, state, and operation. Use for architecture, consequential design choices, redesign of an inherited solution, or an engineering handoff."
        },
        "name": "solution-design",
        "plugin_release_skill_id": "pluginrsk_6ae02a63caac81918c8aecff2c47f043"
      },
      {
        "description": "Deliver an enterprise AI capability from a working slice to operation and team ownership. Use for coding-agent handoffs, integration dependencies, AI-assisted development workflows, release scope, and technical transfer.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "technical-delivery",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Deliver an enterprise AI capability from a working slice to operation and team ownership. Use for coding-agent handoffs, integration dependencies, AI-assisted development workflows, release scope, and technical transfer."
        },
        "name": "technical-delivery",
        "plugin_release_skill_id": "pluginrsk_6ae02a6092508191b96436489ac3eb09"
      },
      {
        "description": "Choose and sequence enterprise AI investments across integrated workflows, reusable capabilities, and employee practice. Use for funding choices, pilot selection, shared-capability decisions, and portfolios competing for delivery or operating capacity.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "use-case-portfolio",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "hierarchy",
          "short_description": "Choose and sequence enterprise AI investments across integrated workflows, reusable capabilities, and employee practice. Use for funding choices, pilot selection, shared-capability decisions, and portfolios competing for delivery or operating capacity."
        },
        "name": "use-case-portfolio",
        "plugin_release_skill_id": "pluginrsk_6ae02a630ffc8191818738b8e0f7484d"
      },
      {
        "description": "Build and test the economic case for an enterprise AI investment or service. Use for revenue, decision quality, expert capacity, delivery economics, and expansion choices where the architecture and changed work determine the return.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "value-case",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "chart",
          "short_description": "Build and test the economic case for an enterprise AI investment or service. Use for revenue, decision quality, expert capacity, delivery economics, and expansion choices where the architecture and changed work determine the return."
        },
        "name": "value-case",
        "plugin_release_skill_id": "pluginrsk_6ae02a6210d081918e3574a2c6a977e3"
      }
    ],
    "version": "0.6.6"
  },
  "scope": "GLOBAL",
  "status": "ENABLED"
}

SHA-256 of public snapshot: 537c3d93895ceff39589fecb4225ecddeec876caa822504f25aae0ea5185f508