diff --git a/action.yml b/action.yml
index 0675d69..ad0adad 100644
--- a/action.yml
+++ b/action.yml
@@ -7,9 +7,9 @@ inputs:
     description: "Prompt to send to the agent"
     required: true
   effort:
-    description: "Effort level: nothink (fast), think (default), max (most capable)"
+    description: "Effort level: mini (fast), auto (default), max (most capable)"
     required: false
-    default: "think"
+    default: "auto"
   cwd:
     description: "Working directory for the agent (defaults to GITHUB_WORKSPACE)"
     required: false
diff --git a/agents/claude.ts b/agents/claude.ts
index 953324d..5deaeba 100644
--- a/agents/claude.ts
+++ b/agents/claude.ts
@@ -6,10 +6,10 @@ import { addInstructions } from "./instructions.ts";
 import { agent, createAgentEnv, installFromNpmTarball } from "./shared.ts";
 
 // Model selection based on effort level
-// Note: nothink uses Haiku for speed, think uses Sonnet for balance, max uses Opus for capability
+// Note: mini uses Haiku for speed, auto uses opusplan for balance, max uses Opus for capability
 const claudeEffortModels: Record<Effort, string> = {
-  nothink: "haiku",
-  think: "opusplan",
+  mini: "haiku",
+  auto: "opusplan",
   max: "opus",
 };
 
diff --git a/agents/codex.ts b/agents/codex.ts
index 238a835..b3fb77f 100644
--- a/agents/codex.ts
+++ b/agents/codex.ts
@@ -15,16 +15,18 @@ import { agent, installFromNpmTarball, setupProcessAgentEnv } from "./shared.ts"
 
 // model configuration based on effort level
 const codexModel: Record<Effort, string> = {
-  nothink: "gpt-5.1-codex-mini",
-  think: "gpt-5.1-codex",
+  mini: "gpt-5.1-codex-mini",
+  // https://developers.openai.com/codex/models/
+  // gpt-5.2-codex is not yet available via api key (even through codex cli)
+  auto: "gpt-5.1-codex",
   max: "gpt-5.1-codex-max",
 } as const;
 
 // reasoning effort configuration based on effort level
 // uses modelReasoningEffort parameter from ThreadOptions
 const codexReasoningEffort: Record<Effort, ModelReasoningEffort | undefined> = {
-  nothink: "low",
-  think: undefined, // use default
+  mini: "low",
+  auto: undefined, // use default
   max: "high",
 };
 
diff --git a/agents/cursor.ts b/agents/cursor.ts
index 2f05df6..db0b4f1 100644
--- a/agents/cursor.ts
+++ b/agents/cursor.ts
@@ -13,10 +13,10 @@ import {
 } from "./shared.ts";
 
 // effort configuration for Cursor
-// only "max" overrides the model; nothink/think use default ("auto")
+// only "max" overrides the model; mini/auto use default ("auto")
 const cursorEffortModels: Record<Effort, string | null> = {
-  nothink: null, // use default (auto)
-  think: null, // use default (auto)
+  mini: null, // use default (auto)
+  auto: null, // use default (auto)
   max: "opus-4.5-thinking",
 } as const;
 
diff --git a/agents/gemini.ts b/agents/gemini.ts
index 08db1c1..e40da8a 100644
--- a/agents/gemini.ts
+++ b/agents/gemini.ts
@@ -15,10 +15,15 @@ import {
 // effort configuration: model + thinking level
 // thinkingLevel is set via settings.json modelConfig.generateContentConfig.thinkingConfig
 // see: https://ai.google.dev/gemini-api/docs/thinking#thinking-levels
+// latest models:
 const geminiEffortConfig: Record<Effort, { model: string; thinkingLevel: string }> = {
-  nothink: { model: "gemini-2.5-flash", thinkingLevel: "LOW" },
-  think: { model: "gemini-2.5-flash", thinkingLevel: "HIGH" },
-  max: { model: "gemini-2.5-pro", thinkingLevel: "HIGH" },
+  // https://ai.google.dev/gemini-api/docs/models
+  // the docs mention needing to enable preview features for these models but if you
+  // pass the model directly it works if we ever did need to do something like this,
+  // we could write to .gemini/settings.json
+  mini: { model: "gemini-3-flash-preview", thinkingLevel: "LOW" },
+  auto: { model: "gemini-3-flash-preview", thinkingLevel: "HIGH" },
+  max: { model: "gemini-3-pro-preview", thinkingLevel: "HIGH" },
 } as const;
 
 // gemini cli event types inferred from stream-json output (NDJSON format)
diff --git a/dispatch/entry b/dispatch/entry
index b1251b5..e79afa0 100755
--- a/dispatch/entry
+++ b/dispatch/entry
@@ -83424,7 +83424,7 @@ var schema = ark.schema;
 var define2 = ark.define;
 var declare = ark.declare;
 
-// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.1.77_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
+// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.2.7_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
 import { join as join5 } from "path";
 import { fileURLToPath as fileURLToPath2 } from "url";
 import { setMaxListeners } from "events";
@@ -90212,6 +90212,7 @@ function getInitialState() {
   }
   return {
     originalCwd: resolvedCwd,
+    projectRoot: resolvedCwd,
     totalCostUSD: 0,
     totalAPIDuration: 0,
     totalAPIDurationWithoutRetries: 0,
@@ -90260,6 +90261,7 @@ function getInitialState() {
     inMemoryErrorLog: [],
     inlinePlugins: [],
     sessionBypassPermissionsMode: false,
+    sessionTrustAccepted: false,
     sessionPersistenceDisabled: false,
     hasExitedPlanMode: false,
     needsPlanModeExitAttachment: false,
@@ -90272,25 +90274,14 @@ function getInitialState() {
     teleportedSessionInfo: null,
     invokedSkills: /* @__PURE__ */ new Map(),
     slowOperations: [],
-    sdkBetas: void 0
+    sdkBetas: void 0,
+    mainThreadAgentType: void 0
   };
 }
 var STATE = getInitialState();
 function getSessionId() {
   return STATE.sessionId;
 }
-var MAX_SLOW_OPERATIONS = 10;
-var SLOW_OPERATION_TTL_MS = 1e4;
-function addSlowOperation(operation, durationMs) {
-  if (true)
-    return;
-  const now = Date.now();
-  STATE.slowOperations = STATE.slowOperations.filter((op) => now - op.timestamp < SLOW_OPERATION_TTL_MS);
-  STATE.slowOperations.push({ operation, durationMs, timestamp: now });
-  if (STATE.slowOperations.length > MAX_SLOW_OPERATIONS) {
-    STATE.slowOperations = STATE.slowOperations.slice(-MAX_SLOW_OPERATIONS);
-  }
-}
 function createBufferedWriter({
   writeFn,
   flushIntervalMs = 1e3,
@@ -90362,9 +90353,7 @@ function withSlowLogging(operation, fn2) {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] ${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(operation, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && false) {
     }
   }
 }
@@ -90420,7 +90409,7 @@ function getDebugWriter() {
   }
   return debugWriter;
 }
-function logForDebugging(message, { level } = {
+function logForDebugging2(message, { level } = {
   level: "debug"
 }) {
   if (!shouldLogDebugMessage(message)) {
@@ -90463,15 +90452,14 @@ var updateLatestDebugLogSymlink = memoize_default(() => {
   } catch {
   }
 });
+var isLoggingSlowOperation = false;
 function withSlowLogging2(operation, fn2) {
   const startTime = performance.now();
   try {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] fs.${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(`fs.${operation}`, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && !isLoggingSlowOperation && false) {
     }
   }
 }
@@ -91254,7 +91242,7 @@ var Query = class {
             this.firstResultReceivedResolve();
           }
           if (this.isSingleUserTurn) {
-            logForDebugging(`[Query.readMessages] First result received for single-turn query, closing stdin`);
+            logForDebugging2(`[Query.readMessages] First result received for single-turn query, closing stdin`);
             this.transport.endInput();
           }
         }
@@ -91498,23 +91486,23 @@ var Query = class {
     return (await this.initialization).account;
   }
   async streamInput(stream) {
-    logForDebugging(`[Query.streamInput] Starting to process input stream`);
+    logForDebugging2(`[Query.streamInput] Starting to process input stream`);
     try {
       let messageCount = 0;
       for await (const message of stream) {
         messageCount++;
-        logForDebugging(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
+        logForDebugging2(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
         if (this.abortController?.signal.aborted)
           break;
         await Promise.resolve(this.transport.write(jsonStringify(message) + `
 `));
       }
-      logForDebugging(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
+      logForDebugging2(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
       if (messageCount > 0 && this.hasBidirectionalNeeds()) {
-        logForDebugging(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
+        logForDebugging2(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
         await this.waitForFirstResult();
       }
-      logForDebugging(`[Query] Calling transport.endInput() to close stdin to CLI process`);
+      logForDebugging2(`[Query] Calling transport.endInput() to close stdin to CLI process`);
       this.transport.endInput();
     } catch (error50) {
       if (!(error50 instanceof AbortError)) {
@@ -91524,7 +91512,7 @@ var Query = class {
   }
   waitForFirstResult() {
     if (this.firstResultReceived) {
-      logForDebugging(`[Query.waitForFirstResult] Result already received, returning immediately`);
+      logForDebugging2(`[Query.waitForFirstResult] Result already received, returning immediately`);
       return Promise.resolve();
     }
     return new Promise((resolve2) => {
@@ -99836,7 +99824,7 @@ function query({
     const dirname2 = join5(filename, "..");
     pathToClaudeCodeExecutable = join5(dirname2, "cli.js");
   }
-  process.env.CLAUDE_AGENT_SDK_VERSION = "0.1.77";
+  process.env.CLAUDE_AGENT_SDK_VERSION = "0.2.7";
   const {
     abortController = createAbortController(),
     additionalDirectories = [],
@@ -99992,13 +99980,13 @@ var package_default = {
   dependencies: {
     "@actions/core": "^1.11.1",
     "@actions/github": "^6.0.1",
-    "@anthropic-ai/claude-agent-sdk": "0.1.77",
+    "@anthropic-ai/claude-agent-sdk": "0.2.7",
     "@ark/fs": "0.53.0",
     "@ark/util": "0.53.0",
     "@octokit/plugin-throttling": "^11.0.3",
     "@octokit/rest": "^22.0.0",
     "@octokit/webhooks-types": "^7.6.1",
-    "@openai/codex-sdk": "0.58.0",
+    "@openai/codex-sdk": "0.80.0",
     "@opencode-ai/sdk": "^1.0.143",
     "@standard-schema/spec": "1.0.0",
     "@toon-format/toon": "^1.0.0",
@@ -100342,7 +100330,7 @@ var agentsManifest = {
   }
 };
 var AgentName = type.enumerated(...Object.keys(agentsManifest));
-var Effort = type.enumerated("nothink", "think", "max");
+var Effort = type.enumerated("mini", "auto", "max");
 
 // modes.ts
 var ModeSchema = type({
@@ -104740,8 +104728,8 @@ var agent = (input) => {
 
 // agents/claude.ts
 var claudeEffortModels = {
-  nothink: "haiku",
-  think: "opusplan",
+  mini: "haiku",
+  auto: "opusplan",
   max: "opus"
 };
 var claude = agent({
@@ -104887,7 +104875,7 @@ var messageHandlers = {
 import { mkdirSync as mkdirSync3, writeFileSync } from "node:fs";
 import { join as join6 } from "node:path";
 
-// node_modules/.pnpm/@openai+codex-sdk@0.58.0/node_modules/@openai/codex-sdk/dist/index.js
+// node_modules/.pnpm/@openai+codex-sdk@0.80.0/node_modules/@openai/codex-sdk/dist/index.js
 import { promises as fs2 } from "fs";
 import os from "os";
 import path from "path";
@@ -104958,9 +104946,11 @@ var Thread = class {
       skipGitRepoCheck: options?.skipGitRepoCheck,
       outputSchemaFile: schemaPath,
       modelReasoningEffort: options?.modelReasoningEffort,
+      signal: turnOptions.signal,
       networkAccessEnabled: options?.networkAccessEnabled,
       webSearchEnabled: options?.webSearchEnabled,
-      approvalPolicy: options?.approvalPolicy
+      approvalPolicy: options?.approvalPolicy,
+      additionalDirectories: options?.additionalDirectories
     });
     try {
       for await (const item of generator) {
@@ -105024,8 +105014,10 @@ var INTERNAL_ORIGINATOR_ENV = "CODEX_INTERNAL_ORIGINATOR_OVERRIDE";
 var TYPESCRIPT_SDK_ORIGINATOR = "codex_sdk_ts";
 var CodexExec = class {
   executablePath;
-  constructor(executablePath = null) {
+  envOverride;
+  constructor(executablePath = null, env3) {
     this.executablePath = executablePath || findCodexPath();
+    this.envOverride = env3;
   }
   async *run(args3) {
     const commandArgs = ["exec", "--experimental-json"];
@@ -105038,6 +105030,11 @@ var CodexExec = class {
     if (args3.workingDirectory) {
       commandArgs.push("--cd", args3.workingDirectory);
     }
+    if (args3.additionalDirectories?.length) {
+      for (const dir of args3.additionalDirectories) {
+        commandArgs.push("--add-dir", dir);
+      }
+    }
     if (args3.skipGitRepoCheck) {
       commandArgs.push("--skip-git-repo-check");
     }
@@ -105048,7 +105045,10 @@ var CodexExec = class {
       commandArgs.push("--config", `model_reasoning_effort="${args3.modelReasoningEffort}"`);
     }
     if (args3.networkAccessEnabled !== void 0) {
-      commandArgs.push("--config", `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`);
+      commandArgs.push(
+        "--config",
+        `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`
+      );
     }
     if (args3.webSearchEnabled !== void 0) {
       commandArgs.push("--config", `features.web_search_request=${args3.webSearchEnabled}`);
@@ -105064,9 +105064,16 @@ var CodexExec = class {
     if (args3.threadId) {
       commandArgs.push("resume", args3.threadId);
     }
-    const env3 = {
-      ...process.env
-    };
+    const env3 = {};
+    if (this.envOverride) {
+      Object.assign(env3, this.envOverride);
+    } else {
+      for (const [key, value2] of Object.entries(process.env)) {
+        if (value2 !== void 0) {
+          env3[key] = value2;
+        }
+      }
+    }
     if (!env3[INTERNAL_ORIGINATOR_ENV]) {
       env3[INTERNAL_ORIGINATOR_ENV] = TYPESCRIPT_SDK_ORIGINATOR;
     }
@@ -105077,7 +105084,8 @@ var CodexExec = class {
       env3.CODEX_API_KEY = args3.apiKey;
     }
     const child = spawn2(this.executablePath, commandArgs, {
-      env: env3
+      env: env3,
+      signal: args3.signal
     });
     let spawnError = null;
     child.once("error", (err) => spawnError = err);
@@ -105097,6 +105105,13 @@ var CodexExec = class {
         stderrChunks.push(data);
       });
     }
+    const exitPromise = new Promise(
+      (resolve2) => {
+        child.once("exit", (code, signal) => {
+          resolve2({ code, signal });
+        });
+      }
+    );
     const rl = readline.createInterface({
       input: child.stdout,
       crlfDelay: Infinity
@@ -105105,20 +105120,13 @@ var CodexExec = class {
       for await (const line of rl) {
         yield line;
       }
-      const exitCode = new Promise((resolve2, reject) => {
-        child.once("exit", (code) => {
-          if (code === 0) {
-            resolve2(code);
-          } else {
-            const stderrBuffer = Buffer.concat(stderrChunks);
-            reject(
-              new Error(`Codex Exec exited with code ${code}: ${stderrBuffer.toString("utf8")}`)
-            );
-          }
-        });
-      });
       if (spawnError) throw spawnError;
-      await exitCode;
+      const { code, signal } = await exitPromise;
+      if (code !== 0 || signal) {
+        const stderrBuffer = Buffer.concat(stderrChunks);
+        const detail = signal ? `signal ${signal}` : `code ${code ?? 1}`;
+        throw new Error(`Codex Exec exited with ${detail}: ${stderrBuffer.toString("utf8")}`);
+      }
     } finally {
       rl.close();
       child.removeAllListeners();
@@ -105188,7 +105196,7 @@ var Codex = class {
   exec;
   options;
   constructor(options = {}) {
-    this.exec = new CodexExec(options.codexPathOverride);
+    this.exec = new CodexExec(options.codexPathOverride, options.env);
     this.options = options;
   }
   /**
@@ -105212,13 +105220,15 @@ var Codex = class {
 
 // agents/codex.ts
 var codexModel = {
-  nothink: "gpt-5.1-codex-mini",
-  think: "gpt-5.1-codex",
+  mini: "gpt-5.1-codex-mini",
+  // https://developers.openai.com/codex/models/
+  // gpt-5.2-codex is not yet available via api key (even through codex cli)
+  auto: "gpt-5.1-codex",
   max: "gpt-5.1-codex-max"
 };
 var codexReasoningEffort = {
-  nothink: "low",
-  think: void 0,
+  mini: "low",
+  auto: void 0,
   // use default
   max: "high"
 };
@@ -105416,9 +105426,9 @@ import { existsSync as existsSync4, mkdirSync as mkdirSync4, readFileSync as rea
 import { homedir as homedir2 } from "node:os";
 import { join as join7 } from "node:path";
 var cursorEffortModels = {
-  nothink: null,
+  mini: null,
   // use default (auto)
-  think: null,
+  auto: null,
   // use default (auto)
   max: "opus-4.5-thinking"
 };
@@ -105727,9 +105737,13 @@ async function spawn4(options) {
 
 // agents/gemini.ts
 var geminiEffortConfig = {
-  nothink: { model: "gemini-2.5-flash", thinkingLevel: "LOW" },
-  think: { model: "gemini-2.5-flash", thinkingLevel: "HIGH" },
-  max: { model: "gemini-2.5-pro", thinkingLevel: "HIGH" }
+  // https://ai.google.dev/gemini-api/docs/models
+  // the docs mention needing to enable preview features for these models but if you
+  // pass the model directly it works if we ever did need to do something like this,
+  // we could write to .gemini/settings.json
+  mini: { model: "gemini-3-flash-preview", thinkingLevel: "LOW" },
+  auto: { model: "gemini-3-flash-preview", thinkingLevel: "HIGH" },
+  max: { model: "gemini-3-pro-preview", thinkingLevel: "HIGH" }
 };
 var assistantMessageBuffer = "";
 var messageHandlers3 = {
@@ -138688,7 +138702,7 @@ function parsePayload(inputs) {
       prompt: inputs.prompt,
       event: inputs.event,
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox,
       disableProgressComment: inputs.disableProgressComment,
       comment_id: inputs.comment_id,
@@ -138703,7 +138717,7 @@ function parsePayload(inputs) {
     }
     return {
       ...parsedPrompt,
-      effort: parsedPrompt.effort ?? inputs.effort ?? "think"
+      effort: parsedPrompt.effort ?? inputs.effort ?? "auto"
     };
   } catch {
     return {
@@ -138714,7 +138728,7 @@ function parsePayload(inputs) {
         trigger: "unknown"
       },
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox
     };
   }
@@ -138761,7 +138775,7 @@ function validateApiKey(params) {
   };
 }
 async function runAgent(ctx) {
-  const effort = ctx.payload.effort ?? "think";
+  const effort = ctx.payload.effort ?? "auto";
   log.info(`Running ${ctx.agent.name} with effort=${effort}...`);
   const { context: _context, ...eventWithoutContext } = ctx.payload.event;
   const promptContent = `${ctx.payload.prompt}
diff --git a/effort.md b/effort.md
index 71986e8..0bb6316 100644
--- a/effort.md
+++ b/effort.md
@@ -2,11 +2,14 @@
 
 Pullfrog supports three effort levels that control model selection and reasoning depth:
 
-- **`nothink`** — Fast, minimal reasoning. Best for simple tasks.
-- **`think`** — Balanced (default). Good for most tasks.
-- **`max`** — Maximum capability. Best for complex tasks requiring deep reasoning.
+- **`#mini`** — Fast, minimal reasoning. Best for simple tasks.
+- **`#auto`** — Balanced (default). Good for most tasks.
+- **`#max`** — Maximum capability. Best for complex tasks requiring deep reasoning.
 
-The effort level can be specified via the `effort` input in `action.yml` or in the payload's `effort` field.
+The effort level can be specified via:
+1. Macros in the prompt (`#mini`, `#auto`, `#max`)
+2. The `effort` input in `action.yml`
+3. The payload's `effort` field
 
 ---
 
@@ -16,8 +19,8 @@ Claude Code uses model selection based on effort level.
 
 | Effort | Model | Description |
 |--------|-------|-------------|
-| `nothink` | `haiku` | Fast, efficient |
-| `think` | `opusplan` | Opus for planning, Sonnet for execution |
+| `mini` | `haiku` | Fast, efficient |
+| `auto` | `opusplan` | Opus for planning, Sonnet for execution |
 | `max` | `opus` | Full Opus |
 
 > **Future direction:** Anthropic's beta `effort` parameter (`low`/`medium`/`high`) could replace model selection, using Opus 4.5 for all tasks with effort controlling token spend. See [Anthropic Effort Docs](https://platform.claude.com/docs/en/build-with-claude/effort).
@@ -30,8 +33,8 @@ Codex uses both model selection and the `modelReasoningEffort` parameter from `T
 
 | Effort | Model | `modelReasoningEffort` | Description |
 |--------|-------|------------------------|-------------|
-| `nothink` | `gpt-5.1-codex-mini` | `"low"` | Smaller model, reduced reasoning |
-| `think` | `gpt-5.1-codex` | default | Standard model, default reasoning |
+| `mini` | `gpt-5.1-codex-mini` | `"low"` | Smaller model, reduced reasoning |
+| `auto` | `gpt-5.1-codex` | default | Standard model, default reasoning |
 | `max` | `gpt-5.1-codex-max` | `"high"` | Largest model, maximum reasoning |
 
 Valid values for `modelReasoningEffort`: `"minimal"` | `"low"` | `"medium"` | `"high"`
@@ -46,8 +49,8 @@ Gemini uses a combination of model selection and `thinkingLevel` configuration v
 
 | Effort | Model | `thinkingLevel` | Description |
 |--------|-------|-----------------|-------------|
-| `nothink` | `gemini-2.5-flash` | `LOW` | Fast model, minimal thinking |
-| `think` | `gemini-2.5-flash` | `HIGH` | Fast model, deep thinking |
+| `mini` | `gemini-2.5-flash` | `LOW` | Fast model, minimal thinking |
+| `auto` | `gemini-2.5-flash` | `HIGH` | Fast model, deep thinking |
 | `max` | `gemini-2.5-pro` | `HIGH` | Most capable model, deep thinking |
 
 The `thinkingLevel` is configured via:
@@ -73,8 +76,8 @@ Cursor uses model selection via the `--model` CLI flag. Project-level configurat
 
 | Effort | Model | Description |
 |--------|-------|-------------|
-| `nothink` | `auto` (default) | Let Cursor select optimal model |
-| `think` | `auto` (default) | Let Cursor select optimal model |
+| `mini` | `auto` (default) | Let Cursor select optimal model |
+| `auto` | `auto` (default) | Let Cursor select optimal model |
 | `max` | `opus-4.5-thinking` | Claude 4.5 Opus with thinking |
 
 **Note:** If the project has `.cursor/cli.json` with a `model` field, that model is used regardless of effort level.
@@ -87,6 +90,6 @@ OpenCode does not currently have affordances for effort-level configuration. The
 
 | Effort | Behavior |
 |--------|----------|
-| `nothink` | No effect |
-| `think` | No effect |
+| `mini` | No effect |
+| `auto` | No effect |
 | `max` | No effect |
diff --git a/entry b/entry
index 3b0b081..a9a42d0 100755
--- a/entry
+++ b/entry
@@ -83424,7 +83424,7 @@ var schema = ark.schema;
 var define2 = ark.define;
 var declare = ark.declare;
 
-// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.1.77_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
+// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.2.7_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
 import { join as join5 } from "path";
 import { fileURLToPath as fileURLToPath2 } from "url";
 import { setMaxListeners } from "events";
@@ -90212,6 +90212,7 @@ function getInitialState() {
   }
   return {
     originalCwd: resolvedCwd,
+    projectRoot: resolvedCwd,
     totalCostUSD: 0,
     totalAPIDuration: 0,
     totalAPIDurationWithoutRetries: 0,
@@ -90260,6 +90261,7 @@ function getInitialState() {
     inMemoryErrorLog: [],
     inlinePlugins: [],
     sessionBypassPermissionsMode: false,
+    sessionTrustAccepted: false,
     sessionPersistenceDisabled: false,
     hasExitedPlanMode: false,
     needsPlanModeExitAttachment: false,
@@ -90272,25 +90274,14 @@ function getInitialState() {
     teleportedSessionInfo: null,
     invokedSkills: /* @__PURE__ */ new Map(),
     slowOperations: [],
-    sdkBetas: void 0
+    sdkBetas: void 0,
+    mainThreadAgentType: void 0
   };
 }
 var STATE = getInitialState();
 function getSessionId() {
   return STATE.sessionId;
 }
-var MAX_SLOW_OPERATIONS = 10;
-var SLOW_OPERATION_TTL_MS = 1e4;
-function addSlowOperation(operation, durationMs) {
-  if (true)
-    return;
-  const now = Date.now();
-  STATE.slowOperations = STATE.slowOperations.filter((op) => now - op.timestamp < SLOW_OPERATION_TTL_MS);
-  STATE.slowOperations.push({ operation, durationMs, timestamp: now });
-  if (STATE.slowOperations.length > MAX_SLOW_OPERATIONS) {
-    STATE.slowOperations = STATE.slowOperations.slice(-MAX_SLOW_OPERATIONS);
-  }
-}
 function createBufferedWriter({
   writeFn,
   flushIntervalMs = 1e3,
@@ -90362,9 +90353,7 @@ function withSlowLogging(operation, fn2) {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] ${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(operation, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && false) {
     }
   }
 }
@@ -90420,7 +90409,7 @@ function getDebugWriter() {
   }
   return debugWriter;
 }
-function logForDebugging(message, { level } = {
+function logForDebugging2(message, { level } = {
   level: "debug"
 }) {
   if (!shouldLogDebugMessage(message)) {
@@ -90463,15 +90452,14 @@ var updateLatestDebugLogSymlink = memoize_default(() => {
   } catch {
   }
 });
+var isLoggingSlowOperation = false;
 function withSlowLogging2(operation, fn2) {
   const startTime = performance.now();
   try {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] fs.${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(`fs.${operation}`, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && !isLoggingSlowOperation && false) {
     }
   }
 }
@@ -91254,7 +91242,7 @@ var Query = class {
             this.firstResultReceivedResolve();
           }
           if (this.isSingleUserTurn) {
-            logForDebugging(`[Query.readMessages] First result received for single-turn query, closing stdin`);
+            logForDebugging2(`[Query.readMessages] First result received for single-turn query, closing stdin`);
             this.transport.endInput();
           }
         }
@@ -91498,23 +91486,23 @@ var Query = class {
     return (await this.initialization).account;
   }
   async streamInput(stream) {
-    logForDebugging(`[Query.streamInput] Starting to process input stream`);
+    logForDebugging2(`[Query.streamInput] Starting to process input stream`);
     try {
       let messageCount = 0;
       for await (const message of stream) {
         messageCount++;
-        logForDebugging(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
+        logForDebugging2(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
         if (this.abortController?.signal.aborted)
           break;
         await Promise.resolve(this.transport.write(jsonStringify(message) + `
 `));
       }
-      logForDebugging(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
+      logForDebugging2(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
       if (messageCount > 0 && this.hasBidirectionalNeeds()) {
-        logForDebugging(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
+        logForDebugging2(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
         await this.waitForFirstResult();
       }
-      logForDebugging(`[Query] Calling transport.endInput() to close stdin to CLI process`);
+      logForDebugging2(`[Query] Calling transport.endInput() to close stdin to CLI process`);
       this.transport.endInput();
     } catch (error50) {
       if (!(error50 instanceof AbortError)) {
@@ -91524,7 +91512,7 @@ var Query = class {
   }
   waitForFirstResult() {
     if (this.firstResultReceived) {
-      logForDebugging(`[Query.waitForFirstResult] Result already received, returning immediately`);
+      logForDebugging2(`[Query.waitForFirstResult] Result already received, returning immediately`);
       return Promise.resolve();
     }
     return new Promise((resolve2) => {
@@ -99836,7 +99824,7 @@ function query({
     const dirname2 = join5(filename, "..");
     pathToClaudeCodeExecutable = join5(dirname2, "cli.js");
   }
-  process.env.CLAUDE_AGENT_SDK_VERSION = "0.1.77";
+  process.env.CLAUDE_AGENT_SDK_VERSION = "0.2.7";
   const {
     abortController = createAbortController(),
     additionalDirectories = [],
@@ -99992,13 +99980,13 @@ var package_default = {
   dependencies: {
     "@actions/core": "^1.11.1",
     "@actions/github": "^6.0.1",
-    "@anthropic-ai/claude-agent-sdk": "0.1.77",
+    "@anthropic-ai/claude-agent-sdk": "0.2.7",
     "@ark/fs": "0.53.0",
     "@ark/util": "0.53.0",
     "@octokit/plugin-throttling": "^11.0.3",
     "@octokit/rest": "^22.0.0",
     "@octokit/webhooks-types": "^7.6.1",
-    "@openai/codex-sdk": "0.58.0",
+    "@openai/codex-sdk": "0.80.0",
     "@opencode-ai/sdk": "^1.0.143",
     "@standard-schema/spec": "1.0.0",
     "@toon-format/toon": "^1.0.0",
@@ -100342,7 +100330,7 @@ var agentsManifest = {
   }
 };
 var AgentName = type.enumerated(...Object.keys(agentsManifest));
-var Effort = type.enumerated("nothink", "think", "max");
+var Effort = type.enumerated("mini", "auto", "max");
 
 // modes.ts
 var ModeSchema = type({
@@ -104740,8 +104728,8 @@ var agent = (input) => {
 
 // agents/claude.ts
 var claudeEffortModels = {
-  nothink: "haiku",
-  think: "opusplan",
+  mini: "haiku",
+  auto: "opusplan",
   max: "opus"
 };
 var claude = agent({
@@ -104887,7 +104875,7 @@ var messageHandlers = {
 import { mkdirSync as mkdirSync3, writeFileSync } from "node:fs";
 import { join as join6 } from "node:path";
 
-// node_modules/.pnpm/@openai+codex-sdk@0.58.0/node_modules/@openai/codex-sdk/dist/index.js
+// node_modules/.pnpm/@openai+codex-sdk@0.80.0/node_modules/@openai/codex-sdk/dist/index.js
 import { promises as fs2 } from "fs";
 import os from "os";
 import path from "path";
@@ -104958,9 +104946,11 @@ var Thread = class {
       skipGitRepoCheck: options?.skipGitRepoCheck,
       outputSchemaFile: schemaPath,
       modelReasoningEffort: options?.modelReasoningEffort,
+      signal: turnOptions.signal,
       networkAccessEnabled: options?.networkAccessEnabled,
       webSearchEnabled: options?.webSearchEnabled,
-      approvalPolicy: options?.approvalPolicy
+      approvalPolicy: options?.approvalPolicy,
+      additionalDirectories: options?.additionalDirectories
     });
     try {
       for await (const item of generator) {
@@ -105024,8 +105014,10 @@ var INTERNAL_ORIGINATOR_ENV = "CODEX_INTERNAL_ORIGINATOR_OVERRIDE";
 var TYPESCRIPT_SDK_ORIGINATOR = "codex_sdk_ts";
 var CodexExec = class {
   executablePath;
-  constructor(executablePath = null) {
+  envOverride;
+  constructor(executablePath = null, env3) {
     this.executablePath = executablePath || findCodexPath();
+    this.envOverride = env3;
   }
   async *run(args3) {
     const commandArgs = ["exec", "--experimental-json"];
@@ -105038,6 +105030,11 @@ var CodexExec = class {
     if (args3.workingDirectory) {
       commandArgs.push("--cd", args3.workingDirectory);
     }
+    if (args3.additionalDirectories?.length) {
+      for (const dir of args3.additionalDirectories) {
+        commandArgs.push("--add-dir", dir);
+      }
+    }
     if (args3.skipGitRepoCheck) {
       commandArgs.push("--skip-git-repo-check");
     }
@@ -105048,7 +105045,10 @@ var CodexExec = class {
       commandArgs.push("--config", `model_reasoning_effort="${args3.modelReasoningEffort}"`);
     }
     if (args3.networkAccessEnabled !== void 0) {
-      commandArgs.push("--config", `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`);
+      commandArgs.push(
+        "--config",
+        `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`
+      );
     }
     if (args3.webSearchEnabled !== void 0) {
       commandArgs.push("--config", `features.web_search_request=${args3.webSearchEnabled}`);
@@ -105064,9 +105064,16 @@ var CodexExec = class {
     if (args3.threadId) {
       commandArgs.push("resume", args3.threadId);
     }
-    const env3 = {
-      ...process.env
-    };
+    const env3 = {};
+    if (this.envOverride) {
+      Object.assign(env3, this.envOverride);
+    } else {
+      for (const [key, value2] of Object.entries(process.env)) {
+        if (value2 !== void 0) {
+          env3[key] = value2;
+        }
+      }
+    }
     if (!env3[INTERNAL_ORIGINATOR_ENV]) {
       env3[INTERNAL_ORIGINATOR_ENV] = TYPESCRIPT_SDK_ORIGINATOR;
     }
@@ -105077,7 +105084,8 @@ var CodexExec = class {
       env3.CODEX_API_KEY = args3.apiKey;
     }
     const child = spawn2(this.executablePath, commandArgs, {
-      env: env3
+      env: env3,
+      signal: args3.signal
     });
     let spawnError = null;
     child.once("error", (err) => spawnError = err);
@@ -105097,6 +105105,13 @@ var CodexExec = class {
         stderrChunks.push(data);
       });
     }
+    const exitPromise = new Promise(
+      (resolve2) => {
+        child.once("exit", (code, signal) => {
+          resolve2({ code, signal });
+        });
+      }
+    );
     const rl = readline.createInterface({
       input: child.stdout,
       crlfDelay: Infinity
@@ -105105,20 +105120,13 @@ var CodexExec = class {
       for await (const line of rl) {
         yield line;
       }
-      const exitCode = new Promise((resolve2, reject) => {
-        child.once("exit", (code) => {
-          if (code === 0) {
-            resolve2(code);
-          } else {
-            const stderrBuffer = Buffer.concat(stderrChunks);
-            reject(
-              new Error(`Codex Exec exited with code ${code}: ${stderrBuffer.toString("utf8")}`)
-            );
-          }
-        });
-      });
       if (spawnError) throw spawnError;
-      await exitCode;
+      const { code, signal } = await exitPromise;
+      if (code !== 0 || signal) {
+        const stderrBuffer = Buffer.concat(stderrChunks);
+        const detail = signal ? `signal ${signal}` : `code ${code ?? 1}`;
+        throw new Error(`Codex Exec exited with ${detail}: ${stderrBuffer.toString("utf8")}`);
+      }
     } finally {
       rl.close();
       child.removeAllListeners();
@@ -105188,7 +105196,7 @@ var Codex = class {
   exec;
   options;
   constructor(options = {}) {
-    this.exec = new CodexExec(options.codexPathOverride);
+    this.exec = new CodexExec(options.codexPathOverride, options.env);
     this.options = options;
   }
   /**
@@ -105212,13 +105220,15 @@ var Codex = class {
 
 // agents/codex.ts
 var codexModel = {
-  nothink: "gpt-5.1-codex-mini",
-  think: "gpt-5.1-codex",
+  mini: "gpt-5.1-codex-mini",
+  // https://developers.openai.com/codex/models/
+  // gpt-5.2-codex is not yet available via api key (even through codex cli)
+  auto: "gpt-5.1-codex",
   max: "gpt-5.1-codex-max"
 };
 var codexReasoningEffort = {
-  nothink: "low",
-  think: void 0,
+  mini: "low",
+  auto: void 0,
   // use default
   max: "high"
 };
@@ -105416,9 +105426,9 @@ import { existsSync as existsSync4, mkdirSync as mkdirSync4, readFileSync as rea
 import { homedir as homedir2 } from "node:os";
 import { join as join7 } from "node:path";
 var cursorEffortModels = {
-  nothink: null,
+  mini: null,
   // use default (auto)
-  think: null,
+  auto: null,
   // use default (auto)
   max: "opus-4.5-thinking"
 };
@@ -105727,9 +105737,13 @@ async function spawn4(options) {
 
 // agents/gemini.ts
 var geminiEffortConfig = {
-  nothink: { model: "gemini-2.5-flash", thinkingLevel: "LOW" },
-  think: { model: "gemini-2.5-flash", thinkingLevel: "HIGH" },
-  max: { model: "gemini-2.5-pro", thinkingLevel: "HIGH" }
+  // https://ai.google.dev/gemini-api/docs/models
+  // the docs mention needing to enable preview features for these models but if you
+  // pass the model directly it works if we ever did need to do something like this,
+  // we could write to .gemini/settings.json
+  mini: { model: "gemini-3-flash-preview", thinkingLevel: "LOW" },
+  auto: { model: "gemini-3-flash-preview", thinkingLevel: "HIGH" },
+  max: { model: "gemini-3-pro-preview", thinkingLevel: "HIGH" }
 };
 var assistantMessageBuffer = "";
 var messageHandlers3 = {
@@ -138688,7 +138702,7 @@ function parsePayload(inputs) {
       prompt: inputs.prompt,
       event: inputs.event,
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox,
       disableProgressComment: inputs.disableProgressComment,
       comment_id: inputs.comment_id,
@@ -138703,7 +138717,7 @@ function parsePayload(inputs) {
     }
     return {
       ...parsedPrompt,
-      effort: parsedPrompt.effort ?? inputs.effort ?? "think"
+      effort: parsedPrompt.effort ?? inputs.effort ?? "auto"
     };
   } catch {
     return {
@@ -138714,7 +138728,7 @@ function parsePayload(inputs) {
         trigger: "unknown"
       },
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox
     };
   }
@@ -138761,7 +138775,7 @@ function validateApiKey(params) {
   };
 }
 async function runAgent(ctx) {
-  const effort = ctx.payload.effort ?? "think";
+  const effort = ctx.payload.effort ?? "auto";
   log.info(`Running ${ctx.agent.name} with effort=${effort}...`);
   const { context: _context, ...eventWithoutContext } = ctx.payload.event;
   const promptContent = `${ctx.payload.prompt}
@@ -138804,7 +138818,7 @@ async function run() {
   try {
     const inputs = Inputs.assert({
       prompt: core4.getInput("prompt", { required: true }),
-      effort: core4.getInput("effort") || "think",
+      effort: core4.getInput("effort") || "auto",
       cwd: core4.getInput("cwd") || null
     });
     const result = await main(inputs);
diff --git a/entry.ts b/entry.ts
index ae909fd..fc78d47 100644
--- a/entry.ts
+++ b/entry.ts
@@ -11,7 +11,7 @@ async function run(): Promise<void> {
   try {
     const inputs = Inputs.assert({
       prompt: core.getInput("prompt", { required: true }),
-      effort: core.getInput("effort") || "think",
+      effort: core.getInput("effort") || "auto",
       cwd: core.getInput("cwd") || null,
     });
 
diff --git a/external.ts b/external.ts
index c0b9599..6695f00 100644
--- a/external.ts
+++ b/external.ts
@@ -52,7 +52,8 @@ export const AgentName = type.enumerated(...Object.keys(agentsManifest));
 export type AgentApiKeyName = (typeof agentsManifest)[AgentName]["apiKeyNames"][number];
 
 // effort level type - controls model selection and thinking level
-export const Effort = type.enumerated("nothink", "think", "max");
+// mini = fast/minimal, auto = balanced/default, max = maximum capability
+export const Effort = type.enumerated("mini", "auto", "max");
 export type Effort = typeof Effort.infer;
 
 // base interface for common payload event fields
@@ -284,8 +285,8 @@ export interface Payload extends DispatchOptions {
   modes: readonly Mode[];
 
   /**
-   * Effort level for model selection (nothink, think, max)
-   * Defaults to "think" if not specified
+   * Effort level for model selection (mini, auto, max)
+   * Defaults to "auto" if not specified
    */
   readonly effort?: Effort;
 
diff --git a/fixtures/claude-effort.ts b/fixtures/claude-effort.ts
new file mode 100644
index 0000000..04c6f70
--- /dev/null
+++ b/fixtures/claude-effort.ts
@@ -0,0 +1,27 @@
+import type { Effort, Payload } from "../external.ts";
+
+/**
+ * Test fixture for Claude effort levels.
+ * Runs all three effort levels in sequence.
+ *
+ * Run with:
+ *   AGENT_OVERRIDE=claude pnpm play claude-effort.ts
+ *
+ * Effort levels:
+ *   - "mini": haiku (fast, efficient)
+ *   - "auto": opusplan (Opus for planning, Sonnet for execution)
+ *   - "max": opus (full Opus capability)
+ */
+
+const efforts: Effort[] = ["mini", "auto", "max"];
+
+export default efforts.map((effort) => ({
+  "~pullfrog": true,
+  agent: "claude",
+  prompt: "What is 2 + 2? Reply with just the number.",
+  event: {
+    trigger: "workflow_dispatch",
+  },
+  modes: [],
+  effort,
+})) satisfies Payload[];
diff --git a/fixtures/codex-effort.ts b/fixtures/codex-effort.ts
new file mode 100644
index 0000000..5821578
--- /dev/null
+++ b/fixtures/codex-effort.ts
@@ -0,0 +1,27 @@
+import type { Effort, Payload } from "../external.ts";
+
+/**
+ * Test fixture for Codex effort levels.
+ * Runs all three effort levels in sequence.
+ *
+ * Run with:
+ *   AGENT_OVERRIDE=codex pnpm play codex-effort.ts
+ *
+ * Effort levels:
+ *   - "mini": gpt-5.1-codex-mini + modelReasoningEffort: "low"
+ *   - "auto": gpt-5.1-codex + default reasoning
+ *   - "max": gpt-5.1-codex-max + modelReasoningEffort: "high"
+ */
+
+const efforts: Effort[] = ["mini", "auto", "max"];
+
+export default efforts.map((effort) => ({
+  "~pullfrog": true,
+  agent: "codex",
+  prompt: "What is 2 + 2? Reply with just the number.",
+  event: {
+    trigger: "workflow_dispatch",
+  },
+  modes: [],
+  effort,
+})) satisfies Payload[];
diff --git a/fixtures/cursor-effort.ts b/fixtures/cursor-effort.ts
index b6b72b8..7e08fd5 100644
--- a/fixtures/cursor-effort.ts
+++ b/fixtures/cursor-effort.ts
@@ -8,15 +8,15 @@ import type { Effort, Payload } from "../external.ts";
  *   AGENT_OVERRIDE=cursor pnpm play cursor-effort.ts
  *
  * Effort levels:
- *   - "nothink": auto (default model)
- *   - "think": auto (default model)
+ *   - "mini": auto (default model)
+ *   - "auto": auto (default model)
  *   - "max": opus-4.5-thinking
  *
  * Note: If project has .cursor/cli.json with "model" specified,
  * that takes precedence over effort-based model selection.
  */
 
-const efforts: Effort[] = ["nothink", "think", "max"];
+const efforts: Effort[] = ["mini", "auto", "max"];
 
 export default efforts.map((effort) => ({
   "~pullfrog": true,
diff --git a/fixtures/gemini-effort.ts b/fixtures/gemini-effort.ts
index 727d5b2..b72df94 100644
--- a/fixtures/gemini-effort.ts
+++ b/fixtures/gemini-effort.ts
@@ -8,12 +8,12 @@ import type { Effort, Payload } from "../external.ts";
  *   AGENT_OVERRIDE=gemini pnpm play gemini-effort.ts
  *
  * Effort levels:
- *   - "nothink": gemini-2.5-flash + LOW thinking
- *   - "think": gemini-2.5-flash + HIGH thinking
+ *   - "mini": gemini-2.5-flash + LOW thinking
+ *   - "auto": gemini-2.5-flash + HIGH thinking
  *   - "max": gemini-2.5-pro + HIGH thinking
  */
 
-const efforts: Effort[] = ["nothink", "think", "max"];
+const efforts: Effort[] = ["mini", "auto", "max"];
 
 export default efforts.map((effort) => ({
   "~pullfrog": true,
diff --git a/main.ts b/main.ts
index 657e2ab..2efb87a 100644
--- a/main.ts
+++ b/main.ts
@@ -430,7 +430,7 @@ function parsePayload(inputs: Inputs): Payload {
       prompt: inputs.prompt,
       event: inputs.event as Payload["event"],
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox,
       disableProgressComment: inputs.disableProgressComment,
       comment_id: inputs.comment_id,
@@ -445,10 +445,10 @@ function parsePayload(inputs: Inputs): Payload {
     if (!("~pullfrog" in parsedPrompt)) {
       throw new Error();
     }
-    // internal invocation: use effort from payload, fallback to input, default to "think"
+    // internal invocation: use effort from payload, fallback to input, default to "auto"
     return {
       ...parsedPrompt,
-      effort: parsedPrompt.effort ?? inputs.effort ?? "think",
+      effort: parsedPrompt.effort ?? inputs.effort ?? "auto",
     } as Payload;
   } catch {
     // external invocation: use effort from input
@@ -460,7 +460,7 @@ function parsePayload(inputs: Inputs): Payload {
         trigger: "unknown",
       },
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox,
     } as Payload;
   }
@@ -519,7 +519,7 @@ function validateApiKey(params: { agent: Agent; owner: string; name: string }):
 }
 
 async function runAgent(ctx: AgentContext): Promise<AgentResult> {
-  const effort = ctx.payload.effort ?? "think";
+  const effort = ctx.payload.effort ?? "auto";
   log.info(`Running ${ctx.agent.name} with effort=${effort}...`);
   // strip context from event - it's already available via MCP tools
   const { context: _context, ...eventWithoutContext } = ctx.payload.event;
diff --git a/package.json b/package.json
index 1ec3030..616ee44 100644
--- a/package.json
+++ b/package.json
@@ -25,13 +25,13 @@
   "dependencies": {
     "@actions/core": "^1.11.1",
     "@actions/github": "^6.0.1",
-    "@anthropic-ai/claude-agent-sdk": "0.1.77",
+    "@anthropic-ai/claude-agent-sdk": "0.2.7",
     "@ark/fs": "0.53.0",
     "@ark/util": "0.53.0",
     "@octokit/plugin-throttling": "^11.0.3",
     "@octokit/rest": "^22.0.0",
     "@octokit/webhooks-types": "^7.6.1",
-    "@openai/codex-sdk": "0.58.0",
+    "@openai/codex-sdk": "0.80.0",
     "@opencode-ai/sdk": "^1.0.143",
     "@standard-schema/spec": "1.0.0",
     "@toon-format/toon": "^1.0.0",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 36be51f..940ff7e 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -15,8 +15,8 @@ importers:
         specifier: ^6.0.1
         version: 6.0.1
       '@anthropic-ai/claude-agent-sdk':
-        specifier: 0.1.77
-        version: 0.1.77(zod@4.3.5)
+        specifier: 0.2.7
+        version: 0.2.7(zod@4.3.5)
       '@ark/fs':
         specifier: 0.53.0
         version: 0.53.0
@@ -33,8 +33,8 @@ importers:
         specifier: ^7.6.1
         version: 7.6.1
       '@openai/codex-sdk':
-        specifier: 0.58.0
-        version: 0.58.0
+        specifier: 0.80.0
+        version: 0.80.0
       '@opencode-ai/sdk':
         specifier: ^1.0.143
         version: 1.0.143
@@ -99,11 +99,11 @@ packages:
   '@actions/io@1.1.3':
     resolution: {integrity: sha512-wi9JjgKLYS7U/z8PPbco+PvTb/nRWjeoFlJ1Qer83k/3C5PHQi28hiVdeE2kHXmIL99mQFawx8qt/JPjZilJ8Q==}
 
-  '@anthropic-ai/claude-agent-sdk@0.1.77':
-    resolution: {integrity: sha512-ZEjWQtkoB2MEY6K16DWMmF+8OhywAynH0m08V265cerbZ8xPD/2Ng2jPzbbO40mPeFSsMDJboShL+a3aObP0Jg==}
+  '@anthropic-ai/claude-agent-sdk@0.2.7':
+    resolution: {integrity: sha512-I1/zcnLah74kZeRkj/1QnDaC6ItJ2m/Bftlm25uoaRkZx7i7SkcpqM9jGE/r2A8PMxnw5WpabP60Xgj99CrTuw==}
     engines: {node: '>=18.0.0'}
     peerDependencies:
-      zod: ^3.25.0 || ^4.0.0
+      zod: ^4.0.0
 
   '@ark/fs@0.53.0':
     resolution: {integrity: sha512-XL0EbBAZgyy+j9aPhftYaBsbKAW5PTNSKCN6oLRRdrHuHPSAZgR6765/z0YZGhPxHEUNmq0vBoSk8yOLk91dNQ==}
@@ -653,8 +653,8 @@ packages:
   '@octokit/webhooks-types@7.6.1':
     resolution: {integrity: sha512-S8u2cJzklBC0FgTwWVLaM8tMrDuDMVE4xiTK4EYXM9GntyvrdbSoxqDQa+Fh57CCNApyIpyeqPhhFEmHPfrXgw==}
 
-  '@openai/codex-sdk@0.58.0':
-    resolution: {integrity: sha512-Z5vK294gUS9cn7bpU/lJtgzqJy1UqIGee7WMP+1Z4a6AxDcTxFCLZI4YkH9praJfrgoj5bFeu+3V9HIoBBTzcw==}
+  '@openai/codex-sdk@0.80.0':
+    resolution: {integrity: sha512-4+/bZOSjJAPsuM6yceQoVbNUK7UTS03QMKxCrFClObxD1j6n5oh7OSJniyff2MmF0DI7yHnf9omzfFL7RoLWnQ==}
     engines: {node: '>=18'}
 
   '@opencode-ai/sdk@1.0.143':
@@ -1697,7 +1697,7 @@ snapshots:
 
   '@actions/io@1.1.3': {}
 
-  '@anthropic-ai/claude-agent-sdk@0.1.77(zod@4.3.5)':
+  '@anthropic-ai/claude-agent-sdk@0.2.7(zod@4.3.5)':
     dependencies:
       zod: 4.3.5
     optionalDependencies:
@@ -2101,7 +2101,7 @@ snapshots:
 
   '@octokit/webhooks-types@7.6.1': {}
 
-  '@openai/codex-sdk@0.58.0': {}
+  '@openai/codex-sdk@0.80.0': {}
 
   '@opencode-ai/sdk@1.0.143': {}
 
diff --git a/run/action.yml b/run/action.yml
index b374dc5..75be09b 100644
--- a/run/action.yml
+++ b/run/action.yml
@@ -13,9 +13,9 @@ inputs:
     description: "Prompt to send to the agent"
     required: true
   effort:
-    description: "Effort level: nothink (fast), think (default), max (most capable)"
+    description: "Effort level: mini (fast), auto (default), max (most capable)"
     required: false
-    default: "think"
+    default: "auto"
   agent:
     description: "Agent to use: claude, codex, gemini, cursor, opencode"
     required: false
diff --git a/run/entry b/run/entry
index 774d4de..0f94a8c 100755
--- a/run/entry
+++ b/run/entry
@@ -83424,7 +83424,7 @@ var schema = ark.schema;
 var define2 = ark.define;
 var declare = ark.declare;
 
-// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.1.77_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
+// node_modules/.pnpm/@anthropic-ai+claude-agent-sdk@0.2.7_zod@4.3.5/node_modules/@anthropic-ai/claude-agent-sdk/sdk.mjs
 import { join as join5 } from "path";
 import { fileURLToPath as fileURLToPath2 } from "url";
 import { setMaxListeners } from "events";
@@ -90212,6 +90212,7 @@ function getInitialState() {
   }
   return {
     originalCwd: resolvedCwd,
+    projectRoot: resolvedCwd,
     totalCostUSD: 0,
     totalAPIDuration: 0,
     totalAPIDurationWithoutRetries: 0,
@@ -90260,6 +90261,7 @@ function getInitialState() {
     inMemoryErrorLog: [],
     inlinePlugins: [],
     sessionBypassPermissionsMode: false,
+    sessionTrustAccepted: false,
     sessionPersistenceDisabled: false,
     hasExitedPlanMode: false,
     needsPlanModeExitAttachment: false,
@@ -90272,25 +90274,14 @@ function getInitialState() {
     teleportedSessionInfo: null,
     invokedSkills: /* @__PURE__ */ new Map(),
     slowOperations: [],
-    sdkBetas: void 0
+    sdkBetas: void 0,
+    mainThreadAgentType: void 0
   };
 }
 var STATE = getInitialState();
 function getSessionId() {
   return STATE.sessionId;
 }
-var MAX_SLOW_OPERATIONS = 10;
-var SLOW_OPERATION_TTL_MS = 1e4;
-function addSlowOperation(operation, durationMs) {
-  if (true)
-    return;
-  const now = Date.now();
-  STATE.slowOperations = STATE.slowOperations.filter((op) => now - op.timestamp < SLOW_OPERATION_TTL_MS);
-  STATE.slowOperations.push({ operation, durationMs, timestamp: now });
-  if (STATE.slowOperations.length > MAX_SLOW_OPERATIONS) {
-    STATE.slowOperations = STATE.slowOperations.slice(-MAX_SLOW_OPERATIONS);
-  }
-}
 function createBufferedWriter({
   writeFn,
   flushIntervalMs = 1e3,
@@ -90362,9 +90353,7 @@ function withSlowLogging(operation, fn2) {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] ${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(operation, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && false) {
     }
   }
 }
@@ -90420,7 +90409,7 @@ function getDebugWriter() {
   }
   return debugWriter;
 }
-function logForDebugging(message, { level } = {
+function logForDebugging2(message, { level } = {
   level: "debug"
 }) {
   if (!shouldLogDebugMessage(message)) {
@@ -90463,15 +90452,14 @@ var updateLatestDebugLogSymlink = memoize_default(() => {
   } catch {
   }
 });
+var isLoggingSlowOperation = false;
 function withSlowLogging2(operation, fn2) {
   const startTime = performance.now();
   try {
     return fn2();
   } finally {
     const duration6 = performance.now() - startTime;
-    if (duration6 > SLOW_OPERATION_THRESHOLD_MS) {
-      logForDebugging(`[SLOW OPERATION DETECTED] fs.${operation} (${duration6.toFixed(1)}ms)`);
-      addSlowOperation(`fs.${operation}`, duration6);
+    if (duration6 > SLOW_OPERATION_THRESHOLD_MS && !isLoggingSlowOperation && false) {
     }
   }
 }
@@ -91254,7 +91242,7 @@ var Query = class {
             this.firstResultReceivedResolve();
           }
           if (this.isSingleUserTurn) {
-            logForDebugging(`[Query.readMessages] First result received for single-turn query, closing stdin`);
+            logForDebugging2(`[Query.readMessages] First result received for single-turn query, closing stdin`);
             this.transport.endInput();
           }
         }
@@ -91498,23 +91486,23 @@ var Query = class {
     return (await this.initialization).account;
   }
   async streamInput(stream) {
-    logForDebugging(`[Query.streamInput] Starting to process input stream`);
+    logForDebugging2(`[Query.streamInput] Starting to process input stream`);
     try {
       let messageCount = 0;
       for await (const message of stream) {
         messageCount++;
-        logForDebugging(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
+        logForDebugging2(`[Query.streamInput] Processing message ${messageCount}: ${message.type}`);
         if (this.abortController?.signal.aborted)
           break;
         await Promise.resolve(this.transport.write(jsonStringify(message) + `
 `));
       }
-      logForDebugging(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
+      logForDebugging2(`[Query.streamInput] Finished processing ${messageCount} messages from input stream`);
       if (messageCount > 0 && this.hasBidirectionalNeeds()) {
-        logForDebugging(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
+        logForDebugging2(`[Query.streamInput] Has bidirectional needs, waiting for first result`);
         await this.waitForFirstResult();
       }
-      logForDebugging(`[Query] Calling transport.endInput() to close stdin to CLI process`);
+      logForDebugging2(`[Query] Calling transport.endInput() to close stdin to CLI process`);
       this.transport.endInput();
     } catch (error50) {
       if (!(error50 instanceof AbortError)) {
@@ -91524,7 +91512,7 @@ var Query = class {
   }
   waitForFirstResult() {
     if (this.firstResultReceived) {
-      logForDebugging(`[Query.waitForFirstResult] Result already received, returning immediately`);
+      logForDebugging2(`[Query.waitForFirstResult] Result already received, returning immediately`);
       return Promise.resolve();
     }
     return new Promise((resolve2) => {
@@ -99836,7 +99824,7 @@ function query({
     const dirname2 = join5(filename, "..");
     pathToClaudeCodeExecutable = join5(dirname2, "cli.js");
   }
-  process.env.CLAUDE_AGENT_SDK_VERSION = "0.1.77";
+  process.env.CLAUDE_AGENT_SDK_VERSION = "0.2.7";
   const {
     abortController = createAbortController(),
     additionalDirectories = [],
@@ -99992,13 +99980,13 @@ var package_default = {
   dependencies: {
     "@actions/core": "^1.11.1",
     "@actions/github": "^6.0.1",
-    "@anthropic-ai/claude-agent-sdk": "0.1.77",
+    "@anthropic-ai/claude-agent-sdk": "0.2.7",
     "@ark/fs": "0.53.0",
     "@ark/util": "0.53.0",
     "@octokit/plugin-throttling": "^11.0.3",
     "@octokit/rest": "^22.0.0",
     "@octokit/webhooks-types": "^7.6.1",
-    "@openai/codex-sdk": "0.58.0",
+    "@openai/codex-sdk": "0.80.0",
     "@opencode-ai/sdk": "^1.0.143",
     "@standard-schema/spec": "1.0.0",
     "@toon-format/toon": "^1.0.0",
@@ -100342,7 +100330,7 @@ var agentsManifest = {
   }
 };
 var AgentName = type.enumerated(...Object.keys(agentsManifest));
-var Effort = type.enumerated("nothink", "think", "max");
+var Effort = type.enumerated("mini", "auto", "max");
 
 // modes.ts
 var ModeSchema = type({
@@ -104740,8 +104728,8 @@ var agent = (input) => {
 
 // agents/claude.ts
 var claudeEffortModels = {
-  nothink: "haiku",
-  think: "opusplan",
+  mini: "haiku",
+  auto: "opusplan",
   max: "opus"
 };
 var claude = agent({
@@ -104887,7 +104875,7 @@ var messageHandlers = {
 import { mkdirSync as mkdirSync3, writeFileSync } from "node:fs";
 import { join as join6 } from "node:path";
 
-// node_modules/.pnpm/@openai+codex-sdk@0.58.0/node_modules/@openai/codex-sdk/dist/index.js
+// node_modules/.pnpm/@openai+codex-sdk@0.80.0/node_modules/@openai/codex-sdk/dist/index.js
 import { promises as fs2 } from "fs";
 import os from "os";
 import path from "path";
@@ -104958,9 +104946,11 @@ var Thread = class {
       skipGitRepoCheck: options?.skipGitRepoCheck,
       outputSchemaFile: schemaPath,
       modelReasoningEffort: options?.modelReasoningEffort,
+      signal: turnOptions.signal,
       networkAccessEnabled: options?.networkAccessEnabled,
       webSearchEnabled: options?.webSearchEnabled,
-      approvalPolicy: options?.approvalPolicy
+      approvalPolicy: options?.approvalPolicy,
+      additionalDirectories: options?.additionalDirectories
     });
     try {
       for await (const item of generator) {
@@ -105024,8 +105014,10 @@ var INTERNAL_ORIGINATOR_ENV = "CODEX_INTERNAL_ORIGINATOR_OVERRIDE";
 var TYPESCRIPT_SDK_ORIGINATOR = "codex_sdk_ts";
 var CodexExec = class {
   executablePath;
-  constructor(executablePath = null) {
+  envOverride;
+  constructor(executablePath = null, env3) {
     this.executablePath = executablePath || findCodexPath();
+    this.envOverride = env3;
   }
   async *run(args3) {
     const commandArgs = ["exec", "--experimental-json"];
@@ -105038,6 +105030,11 @@ var CodexExec = class {
     if (args3.workingDirectory) {
       commandArgs.push("--cd", args3.workingDirectory);
     }
+    if (args3.additionalDirectories?.length) {
+      for (const dir of args3.additionalDirectories) {
+        commandArgs.push("--add-dir", dir);
+      }
+    }
     if (args3.skipGitRepoCheck) {
       commandArgs.push("--skip-git-repo-check");
     }
@@ -105048,7 +105045,10 @@ var CodexExec = class {
       commandArgs.push("--config", `model_reasoning_effort="${args3.modelReasoningEffort}"`);
     }
     if (args3.networkAccessEnabled !== void 0) {
-      commandArgs.push("--config", `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`);
+      commandArgs.push(
+        "--config",
+        `sandbox_workspace_write.network_access=${args3.networkAccessEnabled}`
+      );
     }
     if (args3.webSearchEnabled !== void 0) {
       commandArgs.push("--config", `features.web_search_request=${args3.webSearchEnabled}`);
@@ -105064,9 +105064,16 @@ var CodexExec = class {
     if (args3.threadId) {
       commandArgs.push("resume", args3.threadId);
     }
-    const env3 = {
-      ...process.env
-    };
+    const env3 = {};
+    if (this.envOverride) {
+      Object.assign(env3, this.envOverride);
+    } else {
+      for (const [key, value2] of Object.entries(process.env)) {
+        if (value2 !== void 0) {
+          env3[key] = value2;
+        }
+      }
+    }
     if (!env3[INTERNAL_ORIGINATOR_ENV]) {
       env3[INTERNAL_ORIGINATOR_ENV] = TYPESCRIPT_SDK_ORIGINATOR;
     }
@@ -105077,7 +105084,8 @@ var CodexExec = class {
       env3.CODEX_API_KEY = args3.apiKey;
     }
     const child = spawn2(this.executablePath, commandArgs, {
-      env: env3
+      env: env3,
+      signal: args3.signal
     });
     let spawnError = null;
     child.once("error", (err) => spawnError = err);
@@ -105097,6 +105105,13 @@ var CodexExec = class {
         stderrChunks.push(data);
       });
     }
+    const exitPromise = new Promise(
+      (resolve2) => {
+        child.once("exit", (code, signal) => {
+          resolve2({ code, signal });
+        });
+      }
+    );
     const rl = readline.createInterface({
       input: child.stdout,
       crlfDelay: Infinity
@@ -105105,20 +105120,13 @@ var CodexExec = class {
       for await (const line of rl) {
         yield line;
       }
-      const exitCode = new Promise((resolve2, reject) => {
-        child.once("exit", (code) => {
-          if (code === 0) {
-            resolve2(code);
-          } else {
-            const stderrBuffer = Buffer.concat(stderrChunks);
-            reject(
-              new Error(`Codex Exec exited with code ${code}: ${stderrBuffer.toString("utf8")}`)
-            );
-          }
-        });
-      });
       if (spawnError) throw spawnError;
-      await exitCode;
+      const { code, signal } = await exitPromise;
+      if (code !== 0 || signal) {
+        const stderrBuffer = Buffer.concat(stderrChunks);
+        const detail = signal ? `signal ${signal}` : `code ${code ?? 1}`;
+        throw new Error(`Codex Exec exited with ${detail}: ${stderrBuffer.toString("utf8")}`);
+      }
     } finally {
       rl.close();
       child.removeAllListeners();
@@ -105188,7 +105196,7 @@ var Codex = class {
   exec;
   options;
   constructor(options = {}) {
-    this.exec = new CodexExec(options.codexPathOverride);
+    this.exec = new CodexExec(options.codexPathOverride, options.env);
     this.options = options;
   }
   /**
@@ -105212,13 +105220,15 @@ var Codex = class {
 
 // agents/codex.ts
 var codexModel = {
-  nothink: "gpt-5.1-codex-mini",
-  think: "gpt-5.1-codex",
+  mini: "gpt-5.1-codex-mini",
+  // https://developers.openai.com/codex/models/
+  // gpt-5.2-codex is not yet available via api key (even through codex cli)
+  auto: "gpt-5.1-codex",
   max: "gpt-5.1-codex-max"
 };
 var codexReasoningEffort = {
-  nothink: "low",
-  think: void 0,
+  mini: "low",
+  auto: void 0,
   // use default
   max: "high"
 };
@@ -105416,9 +105426,9 @@ import { existsSync as existsSync4, mkdirSync as mkdirSync4, readFileSync as rea
 import { homedir as homedir2 } from "node:os";
 import { join as join7 } from "node:path";
 var cursorEffortModels = {
-  nothink: null,
+  mini: null,
   // use default (auto)
-  think: null,
+  auto: null,
   // use default (auto)
   max: "opus-4.5-thinking"
 };
@@ -105727,9 +105737,13 @@ async function spawn4(options) {
 
 // agents/gemini.ts
 var geminiEffortConfig = {
-  nothink: { model: "gemini-2.5-flash", thinkingLevel: "LOW" },
-  think: { model: "gemini-2.5-flash", thinkingLevel: "HIGH" },
-  max: { model: "gemini-2.5-pro", thinkingLevel: "HIGH" }
+  // https://ai.google.dev/gemini-api/docs/models
+  // the docs mention needing to enable preview features for these models but if you
+  // pass the model directly it works if we ever did need to do something like this,
+  // we could write to .gemini/settings.json
+  mini: { model: "gemini-3-flash-preview", thinkingLevel: "LOW" },
+  auto: { model: "gemini-3-flash-preview", thinkingLevel: "HIGH" },
+  max: { model: "gemini-3-pro-preview", thinkingLevel: "HIGH" }
 };
 var assistantMessageBuffer = "";
 var messageHandlers3 = {
@@ -138688,7 +138702,7 @@ function parsePayload(inputs) {
       prompt: inputs.prompt,
       event: inputs.event,
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox,
       disableProgressComment: inputs.disableProgressComment,
       comment_id: inputs.comment_id,
@@ -138703,7 +138717,7 @@ function parsePayload(inputs) {
     }
     return {
       ...parsedPrompt,
-      effort: parsedPrompt.effort ?? inputs.effort ?? "think"
+      effort: parsedPrompt.effort ?? inputs.effort ?? "auto"
     };
   } catch {
     return {
@@ -138714,7 +138728,7 @@ function parsePayload(inputs) {
         trigger: "unknown"
       },
       modes: inputs.modes ?? modes,
-      effort: inputs.effort ?? "think",
+      effort: inputs.effort ?? "auto",
       sandbox: inputs.sandbox
     };
   }
@@ -138761,7 +138775,7 @@ function validateApiKey(params) {
   };
 }
 async function runAgent(ctx) {
-  const effort = ctx.payload.effort ?? "think";
+  const effort = ctx.payload.effort ?? "auto";
   log.info(`Running ${ctx.agent.name} with effort=${effort}...`);
   const { context: _context, ...eventWithoutContext } = ctx.payload.event;
   const promptContent = `${ctx.payload.prompt}
@@ -138804,7 +138818,7 @@ async function run() {
   try {
     const inputs = Inputs.assert({
       prompt: core4.getInput("prompt", { required: true }),
-      effort: core4.getInput("effort") || "think",
+      effort: core4.getInput("effort") || "auto",
       agent: core4.getInput("agent") || null,
       sandbox: core4.getInput("sandbox") === "true" ? true : void 0,
       cwd: core4.getInput("cwd") || null
diff --git a/run/entry.ts b/run/entry.ts
index ed8c488..ecee557 100644
--- a/run/entry.ts
+++ b/run/entry.ts
@@ -11,7 +11,7 @@ async function run(): Promise<void> {
   try {
     const inputs = Inputs.assert({
       prompt: core.getInput("prompt", { required: true }),
-      effort: core.getInput("effort") || "think",
+      effort: core.getInput("effort") || "auto",
       agent: core.getInput("agent") || null,
       sandbox: core.getInput("sandbox") === "true" ? true : undefined,
       cwd: core.getInput("cwd") || null,