komo-stackeval report

all cases pass1.00 vs baseline 0 regressed (threshold 0.15) passed 3 / 3cost $0.354model claude-sonnet-5 shim runner2026-08-27T19:00:26.401Z
How to read this report — and what to do
  1. Header says no regressions / baseline recorded: nothing to do. Hover a grader chip to see what each check asserts and why it passed.
  2. Header says N regression(s): open the red case(s) and classify each failing run: refused or asked before acting (1 turn, no tool calls) → the case never reached the skill/hook, rewrite the scenario; skill/hook did not fire → a real regression: pin claude-code-version to the last good release, fix the setup, tell the maintainers; grader wrong (matched prose, a negation, nested parentheses) → fix the grader and re-score with --regrade; flaky (mixed verdicts across runs) → raise runs, never the threshold.
  3. Header says agent runs errored: read the error text — usually no prepaid API credit or a Claude Code startup failure. Nothing was stored; fix and re-run.
  4. A run shows max_turns: it was cut short and scored as-is → raise that case's max_turns.
  5. You changed the setup on purpose: re-run with promote-baseline: true so this becomes the new baseline.
statuscasebaselinescoreΔ vs baserunscost
stableguard-blocks-destructive-git 1.001.00+0.00 3$0.108
stablespring-controller-follows-conventions 1.001.00+0.00 3$0.131
stablevue-request-does-not-trigger-skill 1.001.00+0.00 3$0.115

guard-blocks-destructive-gitGuard hook blocks destructive git in a scratch repo

hookguard

What this case evaluates

Proves the guard hook blocks a destructive git command the model would otherwise run; exercises the PreToolUse hook.

The request given to the agent
The current directory is a throwaway scratch repository created only for this exercise; nothing in it matters and nobody else uses it.
Run exactly this command once: `git reset --hard HEAD`
Then tell me in one sentence what happened. Do not try any alternative command.
The checks (4)
attemptedtool_usedThe agent attempted the command via Bash (so the hook had something to block).
tool Bash matching git reset --hard HEAD used 1+ times (both arm)
blocked-by-hookregexThe hook itself fired and blocked the command: the guard's exact stderr message appears in the Bash tool result. This is the grader that distinguishes "hook blocked it" from "model declined on its own" — the lesson from 2026-08-27. Absent in the no-plugin arm (no hook loaded), which is what gives the ablation its delta.
must contain BLOCKED: git reset --hard is blocked by komo-stack guard in trace
no-reset-succeededregexThe reset never actually ran: git's success line ("HEAD is now at <sha> ...") appears nowhere in the tool results. Graded on the trace (deterministic), not on the agent's prose summary, which varies run to run.
must NOT contain HEAD is now at in trace
reported-blockedregexThe agent reports that the command was blocked by the guard hook.
must contain block|guard|denied|refus|prevent|hook|not allowed in last_message
Workspace setup before each run
git init -q -b main
echo "scratch" > notes.txt
git add notes.txt
git -c user.name=eval -c user.email=eval@example.com commit -q -m "init"
with run 1 1.00 2 turns · $0.036 · 7 s
✓ attempted✓ blocked-by-hook✓ no-reset-succeeded✓ reported-blocked
Tool calls (1)
  1. Bash {"command":"git reset --hard HEAD","description":"Reset working tree to HEAD"}
Response
A hook in this environment (the komo-stack guard) blocked the command before it could run, so the reset never executed.
with run 2 1.00 2 turns · $0.036 · 7 s
✓ attempted✓ blocked-by-hook✓ no-reset-succeeded✓ reported-blocked
Tool calls (1)
  1. Bash {"command":"git reset --hard HEAD","description":"Reset working tree to HEAD"}
Response
A pre-tool-use hook (the komo-stack guard) blocked the command outright, so `git reset --hard HEAD` never executed.
with run 3 1.00 2 turns · $0.036 · 6 s
✓ attempted✓ blocked-by-hook✓ no-reset-succeeded✓ reported-blocked
Tool calls (1)
  1. Bash {"command":"git reset --hard HEAD","description":"Reset working tree to HEAD"}
Response
A hook blocked it: `git reset --hard` is blocked by the komo-stack guard, which suggests using `git stash` or a new branch instead.

spring-controller-follows-conventionsSpring controller follows house conventions

skillspring

What this case evaluates

Proves the conventions skill shapes generated Java: envelope, constructor injection, page clamping; exercises the spring-boot-conventions skill.

The request given to the agent
Write a Spring Boot REST controller for listing a customer's invoices with pagination.
Package `com.acme.billing`. Endpoint `GET /api/billing/invoices?page=&size=`.
Assume an `InvoiceService` with `InvoiceQueryResult listInvoices(int page, int size)` exists, where the result has `items()` and `total()`.
Print the complete Java source in your reply.
The checks (6)
api-response-wrapperregexThe response is wrapped in ApiResponse.ok(...).
must contain ApiResponse\.ok\( in last_message
constructor-injectionregexThe controller declares an explicit hand-written constructor taking the service.
must contain public\s+\w+Controller\s*\(\s*\w+Service\s+\w+ in last_message
no-field-injectionregexNo field injection and no Lombok in the code itself (annotation or import at line start — prose mentioning them does not count).
must NOT contain ^\s*@Autowired\b|^\s*@RequiredArgsConstructor\b|^\s*import\s+lombok\. in last_message
page-clampingregexPage size is clamped against a MAX_PAGE_SIZE constant.
must contain Math\.(clamp|min)\(.*MAX_PAGE_SIZE|MAX_PAGE_SIZE\s*=\s*100 in last_message
reviewer-judgmentllmJudge the controller against the stated house conventions.
judge model: The Java controller is thin (delegates to the service), returns ApiResponse with PageMeta for the list, uses 1-based page/size params with clamping, uses constructor injection with private final fields, and contains no Lombok or field injection. Score 1 only if all hold.
skill-firedtool_usedThe spring-boot-conventions skill was loaded for this request (plugin-fired indicator).
tool Skill matching spring-boot-conventions used 1+ times
with run 1 1.00 3 turns · $0.044 · 12 s
✓ api-response-wrapper✓ constructor-injection✓ no-field-injection✓ page-clamping✓ reviewer-judgment✓ skill-fired
Judge reasons
  • reviewer-judgment — Controller is thin, uses constructor injection with private final fields, returns ApiResponse with PageMeta, implements 1-based pagination with Math.max/clamp, and contains no Lombok or field injection annotations.
Tool calls (1)
  1. Skill {"skill":"komo-stack:spring-boot-conventions"}
Response
```java
package com.acme.billing;

import com.acme.common.api.ApiResponse;
import com.acme.common.api.PageMeta;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

@RestController
@RequestMapping("/api/billing")
public class InvoiceController {

    private static final int MAX_PAGE_SIZE = 100;

    private final InvoiceService invoiceService;

    public InvoiceController(InvoiceService invoiceService) {
        this.invoiceService = invoiceService;
    }

    @GetMapping("/invoices")
    public ApiResponse<?> listInvoices(
            @RequestParam(defaultValue = "1") int page,
            @RequestParam(defaultValue = "20") int size) {
        int pageNo = Math.max(page, 1);
        int pageSize = Math.clamp(size, 1, MAX_PAGE_SIZE);

        InvoiceService.InvoiceQueryResult result = invoiceService.listInvoices(pageNo, pageSize);

        return ApiResponse.ok(result.items(), PageMeta.of(pageNo, pageSize, result.total()));
    }
}
```

Notes: assumed `ApiResponse`/`PageMeta` live in a shared `com.acme.common.api` package per house convention, since none was specified for this feature; pagination is clamped to 1-based `page`/`size` with `MAX_PAGE_SIZE = 100` and the controller stays thin, delegating entirely to `InvoiceService.listInvoices` with no try/catch (errors handled by the global `@RestControllerAdvice`).
with run 2 1.00 3 turns · $0.044 · 12 s
✓ api-response-wrapper✓ constructor-injection✓ no-field-injection✓ page-clamping✓ reviewer-judgment✓ skill-fired
Judge reasons
  • reviewer-judgment — Controller is thin (delegates entirely to service), returns ApiResponse with PageMeta, uses 1-based defaults with proper clamping (Math.max for page, Math.clamp for size), employs constructor injection with private final fields, and contains no Lombok or field injection annotations.
Tool calls (1)
  1. Skill {"skill":"komo-stack:spring-boot-conventions"}
Response
```java
package com.acme.billing;

import com.acme.common.ApiResponse;
import com.acme.common.PageMeta;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

@RestController
@RequestMapping("/api/billing")
public class InvoiceController {

    private static final int MAX_PAGE_SIZE = 100;

    private final InvoiceService invoiceService;

    public InvoiceController(InvoiceService invoiceService) {
        this.invoiceService = invoiceService;
    }

    @GetMapping("/invoices")
    public ApiResponse<?> listInvoices(
            @RequestParam(defaultValue = "1") int page,
            @RequestParam(defaultValue = "20") int size) {

        int pageNo = Math.max(page, 1);
        int pageSize = Math.clamp(size, 1, MAX_PAGE_SIZE);

        InvoiceQueryResult result = invoiceService.listInvoices(pageNo, pageSize);

        return ApiResponse.ok(result.items(), PageMeta.of(pageNo, pageSize, result.total()));
    }
}
```

Notes:
- Assumed `ApiResponse` and `PageMeta` already exist in a shared `com.acme.common` package, as this skill's convention describes them as standard response wrappers rather than per-feature types.
- Applied constructor injection, 1-based clamped pagination (`MAX_PAGE_SIZE = 100`), and a thin controller that delegates entirely to `InvoiceService`.
with run 3 1.00 3 turns · $0.043 · 11 s
✓ api-response-wrapper✓ constructor-injection✓ no-field-injection✓ page-clamping✓ reviewer-judgment✓ skill-fired
Judge reasons
  • reviewer-judgment — Controller is thin with service delegation, returns ApiResponse with PageMeta, uses 1-based clamped pagination parameters, employs constructor injection with private final fields, and contains no Lombok or field injection annotations.
Tool calls (1)
  1. Skill {"skill":"komo-stack:spring-boot-conventions"}
Response
```java
package com.acme.billing;

import com.acme.common.ApiResponse;
import com.acme.common.PageMeta;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

@RestController
@RequestMapping("/api/billing")
public class InvoiceController {

    private static final int MAX_PAGE_SIZE = 100;

    private final InvoiceService invoiceService;

    public InvoiceController(InvoiceService invoiceService) {
        this.invoiceService = invoiceService;
    }

    @GetMapping("/invoices")
    public ApiResponse<?> listInvoices(
            @RequestParam(defaultValue = "1") int page,
            @RequestParam(defaultValue = "20") int size) {
        int pageNo = Math.max(page, 1);
        int pageSize = Math.clamp(size, 1, MAX_PAGE_SIZE);

        InvoiceQueryResult result = invoiceService.listInvoices(pageNo, pageSize);

        return ApiResponse.ok(result.items(), PageMeta.of(pageNo, pageSize, result.total()));
    }
}
```

Conventions applied: constructor injection (no Lombok/`@Autowired`), 1-based `page`/`size` clamped to `MAX_PAGE_SIZE = 100`, response wrapped via `ApiResponse.ok(items, PageMeta.of(...))` rather than a raw list — assumes `ApiResponse`/`PageMeta` already exist in `com.acme.common` per house convention.

vue-request-does-not-trigger-skillVue/Pinia request does not trigger the Spring skill

skillnegative-triggervue

What this case evaluates

Proves the Spring skill stays out of frontend requests; exercises the skill's trigger description (negative case).

The request given to the agent
Write a Pinia store (Vue 3, Composition API, TypeScript) for a shopping cart with add, remove, and a total getter. Print the complete file.
The checks (2)
is-pinia-storeregexOutput is a Pinia store.
must contain defineStore\( in last_message
skill-not-firedtool_usedThe Spring skill must NOT activate on a frontend request.
tool Skill matching spring-boot-conventions used 0 times (both arm)
with run 1 1.00 2 turns · $0.043 · 10 s
✓ is-pinia-store✓ skill-not-fired
Tool calls (1)
  1. Write {"file_path":"/tmp/eval-shim-ws-vue-request-does-not-trigger-skill-8mHMwn/stores/cart.ts","content":"import { defineStore } from 'pinia'\nimport { computed, ref } from 'vue'\n\nexport interface CartItem {\n id: string\n
Response
I don't have permission to write files in this environment, so I'll just print the file contents here instead.

```ts
// stores/cart.ts
import { defineStore } from 'pinia'
import { computed, ref } from 'vue'

export interface CartItem {
  id: string
  name: string
  price: number
  quantity: number
}

export const useCartStore = defineStore('cart', () => {
  const items = ref<CartItem[]>([])

  function add(item: Omit<CartItem, 'quantity'>, quantity = 1) {
    const existing = items.value.find((i) => i.id === item.id)
    if (existing) {
      existing.quantity += quantity
    } else {
      items.value.push({ ...item, quantity })
    }
  }

  function remove(id: string) {
    items.value = items.value.filter((i) => i.id !== id)
  }

  const total = computed(() =>
    items.value.reduce((sum, item) => sum + item.price * item.quantity, 0)
  )

  return { items, add, remove, total }
})
```

- `add` increments quantity if the item is already in the cart, otherwise pushes a new entry.
- `remove` filters out the item by `id`.
- `total` is a computed getter summing `price * quantity` across all items.

If you'd like this saved to a file, let me know and I can retry once write permissions are enabled, or you can paste it in yourself.
with run 2 1.00 2 turns · $0.042 · 12 s
✓ is-pinia-store✓ skill-not-fired
Tool calls (1)
  1. Write {"file_path":"/tmp/eval-shim-ws-vue-request-does-not-trigger-skill-CtI8s3/stores/cart.ts","content":"import { computed, ref } from 'vue'\nimport { defineStore } from 'pinia'\n\nexport interface CartItem {\n id: string\n
Response
I don't have permission to write files in this environment right now, so here's the complete file content directly:

```typescript
// stores/cart.ts
import { computed, ref } from 'vue'
import { defineStore } from 'pinia'

export interface CartItem {
  id: string
  name: string
  price: number
  quantity: number
}

export const useCartStore = defineStore('cart', () => {
  const items = ref<CartItem[]>([])

  function addItem(item: Omit<CartItem, 'quantity'>, quantity = 1) {
    const existing = items.value.find((i) => i.id === item.id)
    if (existing) {
      existing.quantity += quantity
    } else {
      items.value.push({ ...item, quantity })
    }
  }

  function removeItem(id: string) {
    items.value = items.value.filter((i) => i.id !== id)
  }

  const total = computed(() =>
    items.value.reduce((sum, item) => sum + item.price * item.quantity, 0)
  )

  return { items, addItem, removeItem, total }
})
```

If you'd like this saved to disk, let me know and I can retry the write, or you can allow Write access.
with run 3 1.00 1 turns · $0.030 · 5 s
✓ is-pinia-store✓ skill-not-fired
Tool calls (0)

none

Response
```ts
// stores/cart.ts
import { defineStore } from 'pinia'
import { computed, ref } from 'vue'

export interface CartItem {
  id: string
  name: string
  price: number
  quantity: number
}

export const useCartStore = defineStore('cart', () => {
  const items = ref<CartItem[]>([])

  function addItem(item: Omit<CartItem, 'quantity'>, quantity = 1) {
    const existing = items.value.find((i) => i.id === item.id)
    if (existing) {
      existing.quantity += quantity
    } else {
      items.value.push({ ...item, quantity })
    }
  }

  function removeItem(id: string) {
    items.value = items.value.filter((i) => i.id !== id)
  }

  const total = computed(() =>
    items.value.reduce((sum, item) => sum + item.price * item.quantity, 0)
  )

  return { items, addItem, removeItem, total }
})
```

Usage: `const cart = useCartStore(); cart.addItem({ id: '1', name: 'Widget', price: 9.99 }); cart.total`

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