bump action version to 0.1.0

document direct-to-main exceptions in AGENTS.md (version bumps and
other release-trigger commits when the user explicitly says "push to
main").

agents/opencode.ts

@@ -59,6 +59,22 @@ type OpenCodeConfig = {
   [key: string]: unknown;
 };
 
+/**
+ * Per-inference `max_tokens` reservation the agent sends to the upstream
+ * model. OpenCode's default is 32_000 (sized for long-running TUI sessions
+ * where a human user might want big outputs). Pullfrog runs are headless and
+ * short — typical outputs are 1-3K tokens — so we cap at 5_000. This
+ * drastically reduces the upfront budget reservation OpenRouter requires per
+ * call (~$0.38 vs ~$2.40 for Opus), which is what lets low-wallet runs
+ * actually start.
+ *
+ * Plumbed via `OPENCODE_EXPERIMENTAL_OUTPUT_TOKEN_MAX` env var rather than the
+ * config JSON. OpenCode's `OUTPUT_TOKEN_MAX` (session/llm.ts) is sourced
+ * exclusively from this env var; top-level `limit.output` in the config
+ * has no read site and is silently dropped on merge.
+ */
+const PULLFROG_OPENCODE_OUTPUT_LIMIT = 5000;
+
 function buildSecurityConfig(ctx: AgentRunContext, model: string | undefined): string {
   const config: OpenCodeConfig = {
     permission: {
@@ -929,6 +945,7 @@ export const opencode = agent({
       ...homeEnv,
       OPENCODE_CONFIG_CONTENT: buildSecurityConfig(ctx, model),
       OPENCODE_PERMISSION: permissionOverride,
+      OPENCODE_EXPERIMENTAL_OUTPUT_TOKEN_MAX: PULLFROG_OPENCODE_OUTPUT_LIMIT.toString(),
       GOOGLE_GENERATIVE_AI_API_KEY:
         process.env.GOOGLE_GENERATIVE_AI_API_KEY || process.env.GEMINI_API_KEY,
     };

main.ts

@@ -35,6 +35,7 @@ import { executeLifecycleHook } from "./utils/lifecycle.ts";
 import { normalizeEnv } from "./utils/normalizeEnv.ts";
 import { aggregateUsage, patchWorkflowRunFields } from "./utils/patchWorkflowRunFields.ts";
 import { resolvePayload, resolvePromptInput } from "./utils/payload.ts";
+import { isRouterKeylimitExhaustedError } from "./utils/providerErrors.ts";
 import { readSummaryFile, seedSummaryFile } from "./utils/prSummary.ts";
 import { postReviewCleanup } from "./utils/reviewCleanup.ts";
 import { handleAgentResult } from "./utils/run.ts";
@@ -186,6 +187,14 @@ function billingConsoleUrl(owner: string, anchor: "billing" | "model-access"): s
  *   - `router_requires_card`: user is on Router mode with no card AND no
  *     wallet balance. Lead with the carrot ($20 free credit), link to
  *     `#model-access` where the Add Card flow lives.
+ *   - `router_balance_exhausted`: user has a card on file but auto-reload is
+ *     disabled and they've spent past their $5 overdraft buffer. Frame as
+ *     "balance ran out" and surface both remediation paths (top up, or flip
+ *     on auto-reload).
+ *   - `router_keylimit_exhausted`: OpenRouter rejected mid-run because the
+ *     per-run key budget was exhausted while the agent was working. The
+ *     wallet is now negative; same remediation as `router_balance_exhausted`
+ *     but framed for the after-the-fact case ("this run was cut short").
  *   - `needsReauthentication`: issuer requires 3DS on every off-session
  *     charge. Re-adding the card won't help — the only escape is a manual
  *     top-up where 3DS runs interactively in Stripe Checkout.
@@ -205,6 +214,26 @@ function formatBillingErrorSummary(error: BillingError, owner: string): string {
     ].join("\n");
   }
 
+  if (error.code === "router_balance_exhausted") {
+    return [
+      "**Your Pullfrog Router balance is exhausted.**",
+      "",
+      "You have a card on file but auto-reload is disabled, so runs paused once your balance went past the overdraft buffer.",
+      "",
+      `[Top up balance →](${billingConsoleUrl(owner, "billing")}) · [Enable auto-reload →](${billingConsoleUrl(owner, "model-access")})`,
+    ].join("\n");
+  }
+
+  if (error.code === "router_keylimit_exhausted") {
+    return [
+      "**This run was cut short — your Pullfrog Router balance ran out mid-run.**",
+      "",
+      "OpenRouter stopped the agent because the per-run budget was exhausted. Your wallet is now negative; top up or enable auto-reload to keep runs flowing.",
+      "",
+      `[Top up balance →](${billingConsoleUrl(owner, "billing")}) · [Enable auto-reload →](${billingConsoleUrl(owner, "model-access")})`,
+    ].join("\n");
+  }
+
   if (error.needsReauthentication) {
     const code = error.declineCode ?? "authentication_required";
     return [
@@ -549,6 +578,12 @@ export async function main(): Promise<MainResult> {
     const resolvedModel = payload.proxyModel ? undefined : resolveModel({ slug: payload.model });
     const agent = resolveAgent({ model: resolvedModel });
 
+    // surface the effective model in comment/review footers. payload.model is
+    // just the stored slug (often undefined for router/oss runs that derive
+    // the target from proxyModel). matching priority with resolveModelForLog
+    // so the "Using `…`" badge reflects what actually ran.
+    toolState.model = payload.proxyModel ?? resolvedModel ?? payload.model;
+
     validateAgentApiKey({
       agent,
       model: payload.proxyModel ?? resolvedModel ?? payload.model,
@@ -887,16 +922,32 @@ export async function main(): Promise<MainResult> {
     killTrackedChildren();
     log.error(errorMessage);
 
+    // Reclassify OpenRouter "key budget exhausted" mid-run errors as
+    // BillingError. The agent runtime surfaces this as a generic APIError,
+    // but it's a Pullfrog billing concern — the user's Router wallet ran
+    // out partway through the run. Route through the same formatBillingErrorSummary
+    // path as proxy-token 402s so the user gets actionable copy + a top-up
+    // CTA on both the job summary and the PR progress comment, instead of
+    // a generic "❌ Pullfrog failed" stack-trace dump.
+    const billingError = isRouterKeylimitExhaustedError(errorMessage)
+      ? new BillingError(errorMessage, { code: "router_keylimit_exhausted" })
+      : null;
+
     // best-effort summary — write the error so it's visible in the Actions summary tab
     try {
-      const errorSummary = `### ❌ Pullfrog failed\n\n\`\`\`\n${errorMessage}\n\`\`\``;
+      const errorSummary = billingError
+        ? formatBillingErrorSummary(billingError, runContext.repo.owner)
+        : `### ❌ Pullfrog failed\n\n\`\`\`\n${errorMessage}\n\`\`\``;
       const usageSummary = formatUsageSummary(toolState.usageEntries);
       const parts = [errorSummary, toolState.lastProgressBody, usageSummary].filter(Boolean);
       await writeSummary(parts.join("\n\n"));
     } catch {}
 
     try {
-      await reportErrorToComment({ toolState, error: errorMessage });
+      const commentBody = billingError
+        ? formatBillingErrorSummary(billingError, runContext.repo.owner)
+        : errorMessage;
+      await reportErrorToComment({ toolState, error: commentBody });
     } catch {
       // error reporting failed, but don't let it mask the original error
     }

mcp/review.ts

@@ -11,6 +11,7 @@ import {
 } from "../utils/diffCoverage.ts";
 import { fixDoubleEscapedString } from "../utils/fixDoubleEscapedString.ts";
 import { patchWorkflowRunFields } from "../utils/patchWorkflowRunFields.ts";
+import { retry } from "../utils/retry.ts";
 import { deleteProgressComment } from "./comment.ts";
 import type { ToolContext } from "./server.ts";
 import { execute, tool } from "./shared.ts";
@@ -21,6 +22,29 @@ function getHttpStatus(err: unknown): number | undefined {
   return typeof status === "number" ? status : undefined;
 }
 
+/**
+ * detect GitHub's generic server-side 422 ("An internal error occurred,
+ * please try again.") that sometimes fires on `POST /pulls/{n}/reviews`.
+ *
+ * the body is stable across occurrences and distinct from every other 422
+ * cause we care about (anchor validation, body length, malformed suggestion
+ * blocks) — those all cite the specific problem. treating this as a
+ * transient server error unlocks bounded in-tool retry instead of surfacing
+ * it to the agent with the generic "likely causes (1)(2)(3)" prompt, which
+ * induces whack-a-mole comment dropping on content that was never the issue.
+ */
+export function isTransientReviewError(err: unknown): boolean {
+  if (getHttpStatus(err) !== 422) return false;
+  const msg = err instanceof Error ? err.message : String(err);
+  return /internal error occurred, please try again/i.test(msg);
+}
+
+// backoff schedule for transient GitHub 422 "internal error" responses on the
+// reviews endpoint. 3 attempts total (initial + 2 retries) with 1s/3s delays
+// — most transient GH errors clear within a few seconds, and longer delays
+// push review submission past agent-perceived responsiveness.
+export const TRANSIENT_REVIEW_RETRY_DELAYS_MS = [1_000, 3_000];
+
 type PullFile = RestEndpointMethodTypes["pulls"]["listFiles"]["response"]["data"][number];
 export type CommentableLines = { RIGHT: Set<number>; LEFT: Set<number> };
 
@@ -483,16 +507,50 @@ export function CreatePullRequestReviewTool(ctx: ToolContext) {
 
       // no body → single-step createReview (no footer needed)
       // has body → pending + submit so we can build footer with Fix links using review ID
+      //
+      // wrap the submission in `retry` so GitHub's transient 422 "internal
+      // error" body (distinct from anchor / body-length / suggestion 422s,
+      // which all cite the specific cause) clears on its own instead of
+      // surfacing through the generic 422 handler — that framing sent the
+      // agent dropping valid inline comments chasing a non-issue.
+      // `shouldRetry` scopes retries to the transient body only, so real
+      // validation 422s still fail fast.
       let result;
       try {
-        result = body
+        result = await retry(
-          ? await createAndSubmitWithFooter(ctx, params, {
+          () =>
-              body,
+            body
-              approved: approved ?? false,
+              ? createAndSubmitWithFooter(ctx, params, {
-              hasComments: (params.comments?.length ?? 0) > 0,
+                  body,
-            })
+                  approved: approved ?? false,
-          : await createReviewWithStrandedRecovery(ctx, params);
+                  hasComments: (params.comments?.length ?? 0) > 0,
+                })
+              : createReviewWithStrandedRecovery(ctx, params),
+          {
+            delaysMs: TRANSIENT_REVIEW_RETRY_DELAYS_MS,
+            shouldRetry: isTransientReviewError,
+            label: "review submission",
+          }
+        );
       } catch (err: unknown) {
+        // GitHub's transient 422 "internal error" is distinct from anchor /
+        // body-length / suggestion validation failures — framing it with the
+        // generic "likely causes (1)(2)(3)" prompt sends the agent dropping
+        // comments that were never the problem. after bounded in-tool retry
+        // we surface a dedicated message that tells the agent to wait-and-
+        // retry or fall back to a body-only review.
+        if (isTransientReviewError(err)) {
+          const rawMsg = err instanceof Error ? err.message : String(err);
+          throw new Error(
+            `GitHub returned a transient 422 "internal error" on the reviews endpoint after ${TRANSIENT_REVIEW_RETRY_DELAYS_MS.length + 1} attempts. ` +
+              `This is a GitHub-side issue, not a problem with your review content. ` +
+              `Do NOT modify or drop inline comments — their content is not the cause. ` +
+              `Wait ~30 seconds and call this tool once more with the SAME arguments. ` +
+              `If it still fails, submit a body-only review (move all inline feedback into \`body\` as text) so nothing is lost. ` +
+              `GitHub said: ${rawMsg}`,
+            { cause: err }
+          );
+        }
         if (getHttpStatus(err) !== 422 || !params.comments?.length) throw err;
 
         const details = params.comments.map((c) => {

package.json

@@ -1,6 +1,6 @@
 {
   "name": "pullfrog",
-  "version": "0.0.205",
+  "version": "0.1.0",
   "type": "module",
   "bin": {
     "pullfrog": "dist/cli.mjs",

utils/buildPullfrogFooter.ts

@@ -1,4 +1,4 @@
-import { resolveDisplayAlias } from "../models.ts";
+import { modelAliases, resolveDisplayAlias } from "../models.ts";
 
 export const PULLFROG_DIVIDER = "<!-- PULLFROG_DIVIDER_DO_NOT_REMOVE_PLZ -->";
 
@@ -28,7 +28,13 @@ export interface BuildPullfrogFooterParams {
 function formatModelLabel(slug: string): string {
   // walk the fallback chain so a deprecated stored slug shows the model the
   // run actually executed against (e.g. "GPT", not "GPT Codex").
-  const alias = resolveDisplayAlias(slug);
+  const alias =
+    resolveDisplayAlias(slug) ??
+    // reverse-lookup: when the caller passes an effective model (proxy or
+    // resolved target like "openrouter/anthropic/claude-opus-4.7") instead of
+    // a stored alias slug, find the alias whose resolve target matches so we
+    // still render a friendly display name.
+    modelAliases.find((a) => a.resolve === slug || a.openRouterResolve === slug);
   if (!alias) return `\`${slug}\``;
   return alias.isFree ? `\`${alias.displayName}\` (free)` : `\`${alias.displayName}\``;
 }

utils/patchWorkflowRunFields.ts

@@ -14,7 +14,6 @@ export type WorkflowRunArtifactPatchKey =
   | "issueNodeId"
   | "reviewNodeId"
   | "planCommentNodeId"
-  | "summaryCommentNodeId"
   | "summarySnapshot";
 
 /**
@@ -38,7 +37,6 @@ const STRING_KEYS: WorkflowRunArtifactPatchKey[] = [
   "issueNodeId",
   "reviewNodeId",
   "planCommentNodeId",
-  "summaryCommentNodeId",
   "summarySnapshot",
 ];
 

utils/providerErrors.test.ts

@@ -1,4 +1,4 @@
-import { detectProviderError } from "./providerErrors.ts";
+import { detectProviderError, isRouterKeylimitExhaustedError } from "./providerErrors.ts";
 
 describe("detectProviderError", () => {
   describe("false positives previously seen in production", () => {
@@ -78,3 +78,50 @@ describe("detectProviderError", () => {
     });
   });
 });
+
+describe("isRouterKeylimitExhaustedError", () => {
+  it("matches the canonical OpenRouter mid-run error", () => {
+    expect(
+      isRouterKeylimitExhaustedError(
+        "APIError: This request requires more credits, or fewer max_tokens. " +
+          "You requested up to 32000 tokens, but can only afford 22800. " +
+          "To increase, visit https://openrouter.ai/settings/keys and create a key with a higher total limit"
+      )
+    ).toBe(true);
+  });
+
+  it("matches the 'requires more credits' phrasing on its own", () => {
+    expect(
+      isRouterKeylimitExhaustedError("This request requires more credits, or fewer max_tokens.")
+    ).toBe(true);
+  });
+
+  it("matches the 'requested up to ... can only afford' phrasing on its own", () => {
+    expect(
+      isRouterKeylimitExhaustedError("You requested up to 8000 tokens but can only afford 1234")
+    ).toBe(true);
+  });
+
+  it("does not match generic out-of-credit text", () => {
+    expect(isRouterKeylimitExhaustedError("Your account has insufficient credits")).toBe(false);
+    expect(isRouterKeylimitExhaustedError("rate_limit_exceeded")).toBe(false);
+    expect(isRouterKeylimitExhaustedError('{"limit": 0}')).toBe(false);
+  });
+
+  it("does not match unrelated mentions of max_tokens", () => {
+    expect(isRouterKeylimitExhaustedError("max_tokens parameter must be a positive integer")).toBe(
+      false
+    );
+  });
+
+  it("matches across newlines (defends against upstream wrapping/reformatting)", () => {
+    expect(
+      isRouterKeylimitExhaustedError(
+        "APIError: This request requires more credits, or\nfewer max_tokens. You requested up to 32000 tokens"
+      )
+    ).toBe(true);
+    expect(
+      isRouterKeylimitExhaustedError("You requested up to 32000 tokens,\nbut can only afford 22800")
+    ).toBe(true);
+  });
+});

utils/providerErrors.ts

@@ -36,3 +36,29 @@ export function detectProviderError(text: string): string | null {
   }
   return null;
 }
+
+/**
+ * OpenRouter's response when the per-run key's remaining budget can't cover
+ * the agent's `max_tokens` reservation. Distinct from a generic provider error
+ * because it's a Pullfrog billing concern, not an upstream outage — the user's
+ * Router wallet ran out (or the key budget was undersized at mint time and the
+ * agent ran out of headroom partway through).
+ *
+ * Match must be specific to this exact OpenRouter error class. Generic "credits"
+ * or "limit" text shows up in unrelated errors and would mis-classify them.
+ *
+ * Sample:
+ *   `APIError: This request requires more credits, or fewer max_tokens.
+ *    You requested up to 32000 tokens, but can only afford 22800.`
+ */
+// `/s` (dotAll) lets `.*?` cross newlines so we still detect the error if any
+// upstream layer reformats the message onto multiple lines. Without it, a
+// single inserted `\n` would silently bypass the BillingError reclassification
+// and the user would see the generic `❌ Pullfrog failed` dump instead of the
+// actionable top-up CTA.
+const ROUTER_KEYLIMIT_EXHAUSTED_PATTERN =
+  /requires more credits.*?fewer max_tokens|requested up to \d+ tokens.*?can only afford/is;
+
+export function isRouterKeylimitExhaustedError(text: string): boolean {
+  return ROUTER_KEYLIMIT_EXHAUSTED_PATTERN.test(text);
+}

utils/retry.ts

@@ -4,6 +4,12 @@ import { log } from "./cli.ts";
 export type RetryOptions = {
   maxAttempts?: number;
   delayMs?: number;
+  /**
+   * explicit delay schedule — one entry per retry (length N ⇒ N+1 attempts).
+   * when set, overrides `maxAttempts` and `delayMs`. e.g. `[1_000, 3_000]`
+   * means up to 3 attempts, sleeping 1s before retry 2 and 3s before retry 3.
+   */
+  delaysMs?: readonly number[];
   shouldRetry?: (error: unknown) => boolean;
   label?: string;
 };
@@ -20,10 +26,15 @@ const defaultShouldRetry = (error: unknown): boolean => {
 };
 
 export async function retry<T>(fn: () => Promise<T>, options: RetryOptions = {}): Promise<T> {
-  const maxAttempts = options.maxAttempts ?? 3;
-  const delayMs = options.delayMs ?? 1000;
   const shouldRetry = options.shouldRetry ?? defaultShouldRetry;
   const label = options.label ?? "operation";
+  const delays = options.delaysMs
+    ? Array.from(options.delaysMs)
+    : Array.from(
+        { length: (options.maxAttempts ?? 3) - 1 },
+        (_, i) => (options.delayMs ?? 1000) * (i + 1)
+      );
+  const maxAttempts = delays.length + 1;
 
   let lastError: unknown;
 
@@ -37,7 +48,7 @@ export async function retry<T>(fn: () => Promise<T>, options: RetryOptions = {})
         throw error;
       }
 
-      const delay = delayMs * attempt;
+      const delay = delays[attempt - 1]!;
       log.info(`» ${label} failed (attempt ${attempt}/${maxAttempts}), retrying in ${delay}ms...`);
       await sleep(delay);
     }