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docs+cli: deprecate prompt targets and remove generate_prompt_targets command (#944)
Prompt targets are no longer actively maintained. Mark them as deprecated in the docs and remove the `planoai generate_prompt_targets` CLI command that existed only to scaffold them. Docs - Add `.. deprecated::` banner to the Prompt Target concept page and to the function-calling guide / quickstart sections that walk users through configuring prompt targets. - Relabel the Prompt Target card on the overview page as deprecated. - Drop the Prompt Targets bullet from the README's Getting Started list. CLI - Remove the `generate_prompt_targets` Click command, its registration, and the `Utilities` rich-click command group. - Delete `cli/planoai/targets.py` (the command's only consumer). - Drop the `planoai prompt_targets` section from the CLI reference page. Skills - Delete the `cli-generate` rule, drop it from `plano-cli-operations` (description, when-to-use, rules list, execution checklist), and update the skills README. Hand-edit AGENTS.md to remove section 6.2 and renumber 6.3/6.4 so the commit stays scoped (regenerating pulled in unrelated drift between rules/ and AGENTS.md). The runtime gateway, schema, and existing demo configs still accept `prompt_targets` blocks; this is deprecation, not removal of behavior.
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@ -2,6 +2,15 @@
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Prompt Target
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=============
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.. deprecated:: v0.4.22
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**Prompt Targets are deprecated and no longer actively maintained.** This concept is
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retained for existing users on older Plano configurations, but new applications should
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not adopt it. For deterministic, task-specific workloads, use :ref:`Agents <agents>`
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together with :ref:`Function Calling <function_calling>` instead. The
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``prompt_targets`` configuration block and related CLI commands will continue to
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function for now, but may be removed in a future release.
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A Prompt Target is a deterministic, task-specific backend function or API endpoint that your application calls via Plano.
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Unlike agents (which handle wide-ranging, open-ended tasks), prompt targets are designed for focused, specific workloads where Plano can add value through input clarification and validation.
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@ -57,10 +57,10 @@ Deep dive into essential ideas and mechanisms behind Plano:
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Explore Plano's LLM integration options
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.. grid-item-card:: :octicon:`workflow` Prompt Target
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.. grid-item-card:: :octicon:`workflow` Prompt Target (Deprecated)
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:link: ../concepts/prompt_target.html
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Understand how Plano handles prompts
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Deprecated — kept for existing users. New apps should use Agents.
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Guides
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@ -247,6 +247,11 @@ You can then ask a follow-up like "Also book me a hotel near JFK" and Plano-Orch
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Deterministic API calls with prompt targets
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. deprecated:: v0.4.22
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:ref:`Prompt Targets <prompt_target>` are deprecated and no longer actively
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maintained. The walkthrough below is preserved for users on existing configs;
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new applications should use :ref:`Agents <agents>` instead.
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Next, we'll show Plano's deterministic API calling using a single prompt target. We'll build a currency exchange backend powered by `https://api.frankfurter.dev/`, assuming USD as the base currency.
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Step 1. Create plano config file
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@ -6,6 +6,12 @@ Function Calling
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**Function Calling** is a powerful feature in Plano that allows your application to dynamically execute backend functions or services based on user prompts.
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This enables seamless integration between natural language interactions and backend operations, turning user inputs into actionable results.
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.. deprecated:: v0.4.22
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The prompt-target based workflow shown below (see :ref:`Step 2 <function_calling>`)
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is deprecated. :ref:`Prompt Targets <prompt_target>` are no longer actively
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maintained and may be removed in a future release. For new function-calling
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workloads, prefer :ref:`Agents <agents>` with tool definitions.
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What is Function Calling?
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-------------------------
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@ -16,7 +16,6 @@ Quick Navigation
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- :ref:`cli_reference_logs`
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- :ref:`cli_reference_init`
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- :ref:`cli_reference_trace`
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- :ref:`cli_reference_prompt_targets`
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- :ref:`cli_reference_cli_agent`
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@ -260,24 +259,6 @@ Inspect request traces from the local OTLP listener.
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- ``--list`` cannot be combined with a specific trace-id target.
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.. _cli_reference_prompt_targets:
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planoai prompt_targets
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----------------------
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Generate prompt-target metadata from Python methods.
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**Synopsis**
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.. code-block:: console
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$ planoai prompt_targets --file <python-file>
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**Options**
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- ``--file, --f <python-file>``: required path to a ``.py`` source file.
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.. _cli_reference_cli_agent:
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planoai cli_agent
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