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-
- <h1 id="command-configuration">Command Configuration</h1>
- <p>In this document, we describe how to implement your own commands for the SWE-agent ACI.
- To see examples of command implementations, open the <code>.sh</code> and <code>.py</code> files in the
- <a href="https://github.com/princeton-nlp/SWE-agent/tree/main/config/commands"><code>config/commands</code></a> folder.</p>
- <h2 id="scaffolding">Scaffolding</h2>
- <p>Every command subscribes to the following skeleton code.</p>
- <div class="highlight"><pre><span></span><code><span class="c1"># @yaml</span>
- <span class="c1"># signature: [command] [argument(s)]</span>
- <span class="c1"># docstring: [Brief description of what your command does.]</span>
- <span class="c1"># arguments:</span>
- <span class="c1"># [argument 1 name]:</span>
- <span class="c1"># type: [type (i.e. integer, string)]</span>
- <span class="c1"># description: [Brief description of this argument]</span>
- <span class="c1"># required: [true|false]</span>
- <span class="c1"># [argument 2 name]:</span>
- <span class="c1"># ...</span>
- <span class="o">[</span>command<span class="o">]()</span><span class="w"> </span><span class="o">{</span>
- <span class="w"> </span><span class="c1"># Implementation here</span>
- <span class="o">}</span>
- </code></pre></div>
- <ul>
- <li>If a command takes in arguments, reference them via positional parameters notation (i.e. <code>$1</code>).</li>
- <li>If there are no arguments, omit the <code>arguments</code> section.</li>
- <li>The implementation for your command is unconstrained. There are no limitations on the form of the underlying command code.</li>
- <li>The minimal documentation requirements are <code>signature</code> and <code>docstring</code>.</li>
- <li>If you'd like multiple commands to make modifications to a similar body of functions, we recommend using global variables.<ul>
- <li>For instance, in <code>config/commands/default.sh</code>, you'll see we define the <code>CURRENT_LINE</code> variable for the file viewer. This variable is modified across multiple commands, including <code>open</code>, <code>goto</code>, <code>scroll_up</code>, <code>scroll_down</code>, and <code>edit</code>.</li>
- <li>You can also leverage third party libraries (check out how we do linting enabled <code>edit</code> in <code>config/commands/edit_linting.sh</code>).</li>
- </ul>
- </li>
- <li>To show effects of the command, print to standard output (i.e. <code>echo</code>). SWE-agent is implemented such that it does not look for a return value from these commands.</li>
- <li>The following environment variables are used to persist information between commands:<ul>
- <li><code>CURRENT_FILE</code>: File that is currently open</li>
- <li><code>CURRENT_LINE</code>: First line of the window that is currently being shown/edited</li>
- <li><code>WINDOW</code> (start line to end line): Part of the file that is currently shown/edited</li>
- <li><code>START_CURSOR</code>, <code>END_CURSOR</code>: Only used for the <code>cursors_*</code> commands.</li>
- </ul>
- </li>
- <li>You can also use environment variables to set parameters for your commands. For this, edit the <code>env_vars</code> section of the <a href="../config/">config</a>.
- For example, the <code>WINDOW</code> setting controls the number of context lines shown when editing a file.</li>
- </ul>
- <h2 id="displaying-the-command-to-swe-agent">Displaying the Command to SWE-agent</h2>
- <p>After you define a command, there are a small set of additional steps to making it available for the agent to use.</p>
- <p>First, within your config file...</p>
- <ul>
- <li>Add <code>config/commands/<file name>.sh</code> file to the <code>command_files</code> field.</li>
- <li>Set the <code>parse_command</code> field to <code>ParseCommandBash</code> or <code>ParseCommandDetailed</code>. This key points to the functionality that generates how command documentation is shown to the agent.</li>
- <li>Decide which template(s) you want to show the <code>{command_docs}</code> in.<ul>
- <li>We strongly recommend including <code>{command_docs}</code> in the <code>system_template</code>, which is the first message shown to the agent for every task instance episode.</li>
- <li>You might also consider adding <code>{command_docs}</code> to the <code>format_error_template</code>, which is shown if the response provided by a model is malformed.</li>
- </ul>
- </li>
- <li>(Optional) Including a demonstration that uses a command is helpful to showcase proper use + increases the frequency with which the agent uses the command. If you'd like to add a demonstration...<ul>
- <li>Create a demonstration manually (i.e. <code>python run.py --model human_thought ...</code>) or automatically (i.e. <code>python run_replay --traj_path ...</code>)</li>
- <li>Add/Update the demonstration to the <code>demonstrations</code> argument.</li>
- <li>Update <code>demonstration_template</code> to control how the demonstration is displayed to the agent.</li>
- </ul>
- </li>
- </ul>
- <div class="admonition tip">
- <p class="admonition-title">Config files</p>
- <p>If you're not familiar with how SWE-agent configuration files work, we recommend checking out the <a href="../config/"><code>config</code> documentation</a>.</p>
- </div>
- <p>Next, run your configuration and see how your agent uses the commands!
- <div class="highlight"><pre><span></span><code>python<span class="w"> </span>run.py<span class="w"> </span>--config_file<span class="w"> </span>config/<span class="o">[</span>your<span class="w"> </span>config<span class="o">]</span>.yaml<span class="w"> </span>...
- </code></pre></div></p>
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