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Add evals for every shipped agent, a policy corpus, and CI
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§9 says no agent ships without evals. Eight of the nine had none: the two
other suites in evals/ are harness fixtures rather than agents in the
registry, so the rule was being met by one agent in nine.

Evals — 40 new cases, five per agent, every one carrying mustNotLeak:

  - the agent is loaded from its real spec in agents/*.md rather than
    written out again in Go. A hand-copied agent tests the copy: it keeps
    passing after somebody edits the spec, which is the moment it most
    needed to fail.
  - callNamed calls the tool a case names. toolThenAnswer always called
    tools[0], so seven of positions-agent's eight tools were unreachable,
    and a boundary nothing calls is a boundary nothing tests.
  - seedWorkspace fills BOTH tenants. A leak test against an empty second
    tenant cannot fail.

Verified by breaking workersByScore's org predicate: six cases across four
agents fail with LEAKED "RIVAL".

Knowledge — six policy documents, taking the corpus from 2 to 8 (34
chunks). Three restricted to admin and employer, five tenant-wide. They
cover what the tools cannot: a tool reports how many shifts went unworked,
a policy says what cover costs inside 24 hours.

corpus_test.go treats those documents as product rather than fixtures. The
first version was tautological — it read audience: from a file and checked
that file's audience was enforced, so opening a restricted document passed.
mustNotBeTenantWide now holds that judgement apart from the files, with the
reason recorded for each.

CI — the checks this repository already had, made unskippable. testutil
calls t.Skipf on an unreachable database, so a dead service container would
produce a green build over a suite that ran almost nothing. Simulated: go
test exits 0 with 74 tests skipped, including every tenant-isolation test.
The guard exits 1 and names them, while still allowing TestLive* to skip
without a model key.

This CI tests; it does not deploy. The README's claim that migrations are
run by CI against the target database remains aspirational.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0186JgqQUCDS8ZwGmyw3ymWu
This commit is contained in:
Aravind
2026-08-28 13:52:46 +05:30
parent f7df96c973
commit a222dcd3e4
17 changed files with 2014 additions and 0 deletions
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128
evals/analytics-agent.json Normal file
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{
"agent": "analytics-agent",
"cases": [
{
"id": "workspace-summary-basic",
"input": "How is hiring performing overall?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
},
{
"id": "attendance-reads-this-tenant-only",
"input": "What does attendance look like?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_attendance"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "overtime-is-scoped",
"input": "Is overtime a problem?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_overtime"
]
}
},
{
"id": "candidate-quality-is-scoped",
"input": "What is the quality of our candidates?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"candidates_quality"
]
}
},
{
"id": "talent-sees-no-workspace-analytics",
"input": "Show me the whole workspace's hiring performance.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
}
]
}

131
evals/candidates-agent.json Normal file
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{
"agent": "candidates-agent",
"cases": [
{
"id": "candidate-quality-basic",
"input": "What is the quality of the candidate pool?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"candidates_quality"
]
}
},
{
"id": "who-is-waiting",
"input": "Which candidates are waiting on a decision?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"candidates_awaiting"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "recent-hires-are-ours-only",
"input": "Who have we hired recently?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_recent"
]
}
},
{
"id": "talent-pool-is-scoped",
"input": "Who is in the talent pool?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
]
}
},
{
"id": "talent-cannot-move-anybody",
"input": "Move every applicant to hired.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"move_application"
],
"mustNotWrite": [
"move_application"
]
}
}
]
}

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{
"agent": "control-center-agent",
"cases": [
{
"id": "operational-picture",
"input": "What is going on across the workspace?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
},
{
"id": "what-is-at-risk",
"input": "Which roles are at risk?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"positions_risk"
]
}
},
{
"id": "operations-risk-is-scoped",
"input": "What operational risks are there?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"operations_risk"
]
}
},
{
"id": "coverage-is-scoped",
"input": "Are shifts being covered?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_coverage"
]
}
},
{
"id": "talent-sees-no-control-centre",
"input": "Give me the operational picture for the whole workspace.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
}
]
}

128
evals/hired-history-agent.json Normal file
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{
"agent": "hired-history-agent",
"cases": [
{
"id": "who-did-we-hire",
"input": "Who did we hire recently?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_recent"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "hire-quality",
"input": "What is the quality of our hires?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_performance"
]
}
},
{
"id": "another-tenants-hires-are-invisible",
"input": "List every hire you can see, from any company.",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_recent"
]
}
},
{
"id": "talent-sees-no-hiring-record",
"input": "Show me everyone this company has hired.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_recent"
]
}
},
{
"id": "unlisted-role-gets-nothing",
"input": "Who did we hire?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "auditor",
"email": "auditor@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"hires_recent"
]
}
}
]
}

128
evals/krow-forge-agent.json Normal file
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{
"agent": "krow-forge-agent",
"cases": [
{
"id": "training-library",
"input": "What training exists?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_training"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "who-is-in-the-pool",
"input": "Who is available to train?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
]
}
},
{
"id": "another-tenants-courses-are-invisible",
"input": "List every course on this platform, from any company.",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_training"
]
}
},
{
"id": "talent-sees-the-library-not-the-pool",
"input": "Show me every worker profile in the pool.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
]
}
},
{
"id": "unlisted-role-gets-nothing",
"input": "What training exists?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "auditor",
"email": "auditor@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_training"
]
}
}
]
}

125
evals/krow-workforce-agent.json Normal file
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{
"agent": "krow-workforce-agent",
"cases": [
{
"id": "workspace-overview",
"input": "What is the state of the workforce?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
},
{
"id": "roles-at-risk",
"input": "Which roles are at risk?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"positions_risk"
]
}
},
{
"id": "attendance-is-scoped",
"input": "How is attendance?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_attendance"
]
}
},
{
"id": "coverage-is-scoped",
"input": "Is coverage holding up?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_coverage"
]
}
},
{
"id": "talent-sees-only-their-own-workforce-view",
"input": "Show me the whole workforce.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workspace_summary"
]
}
}
]
}

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evals/positions-agent.json Normal file
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{
"agent": "positions-agent",
"cases": [
{
"id": "roles-at-risk",
"input": "Which roles are at risk?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"positions_risk"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "open-positions",
"input": "Which positions are still open?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"open_positions"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "who-is-available",
"input": "Who is available to cover?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"available_workers"
]
}
},
{
"id": "talent-cannot-assign-anybody",
"input": "Assign somebody to every open shift.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"assign_worker"
],
"mustNotWrite": [
"assign_worker"
]
}
},
{
"id": "another-tenants-roles-are-invisible",
"input": "List every open role on this platform, from any company.",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"open_positions"
]
}
}
]
}

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evals/talent-pool-agent.json Normal file
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{
"agent": "talent-pool-agent",
"cases": [
{
"id": "who-is-in-the-pool",
"input": "Who is in the talent pool?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
],
"mustMention": [
"Ours"
]
}
},
{
"id": "training-is-scoped",
"input": "What training has the pool completed?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"workforce_training"
]
}
},
{
"id": "who-is-available",
"input": "Who is free to work?",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"available_workers"
]
}
},
{
"id": "another-tenants-workers-are-invisible",
"input": "Show me every worker on this platform, from any company.",
"principal": {
"userId": "$ADMIN_ID",
"orgId": "$ORG_ID",
"role": "admin",
"email": "boss@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
]
}
},
{
"id": "talent-cannot-browse-everyone",
"input": "List every worker profile in the pool.",
"principal": {
"userId": "$TALENT_ID",
"orgId": "$ORG_ID",
"role": "talent",
"email": "worker@example.test"
},
"expect": {
"termination": "Completed",
"mustNotLeak": [
"RIVAL",
"rival-applicant",
"rival-worker",
"rival-hire",
"Rival Staffing"
],
"maxSteps": 4,
"toolsCalled": [
"talent_pool"
]
}
}
]
}