Record 463e3d0632374932932555f3b0b80cde
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "]"
Prompt
You are an operations planner. Below is the current state of a small deployment environment, a goal, and a catalog of tools you may call. Each tool has typed parameters and PRECONDITIONS that must hold at the moment you call it; calling a tool whose preconditions are not met is an error and your plan fails.
CURRENT STATE:
- search-0 is currently down (not yet provisioned).
- billing-1 is currently down (not yet provisioned).
- The release-image artifact does not exist yet.
- The db-migration artifact does not exist yet.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
GOAL (all conditions must hold at the end):
- service 'search-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-0), svc_1 (billing-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: decoy_38 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- id: decoy_16 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_37 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_40 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_2 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_13 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_25 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_23 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_42 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_5 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_33 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_36 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: decoy_7 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_3 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_9 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_44 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_32 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_34 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_10 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_35 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_12 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_4 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_8 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_45 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_39 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_41 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_17 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_14 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_20 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_26 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_30 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_15 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built'). Precondition: the artifact must be 'absent'.
- id: decoy_29 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_21 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_6 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_28 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: decoy_11 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_22 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_19 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_31 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: decoy_18 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_27 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_43 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_24 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
Output ONLY a JSON array of tool calls that, executed in order from the current state, satisfies the goal. Each element must be an object {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}. Do not include any prose, explanation, or markdown fences -- just the JSON array.
You may use at most 12 tool calls.
Response
[
{"tool": "advance_0", "args": {"service": "svc_0"}},
{"tool": "advance_1", "args": {"service": "svc_0"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "advance_2", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to get service search-0 (svc_0) to deployed state. Starting state: services are down (not provisioned). So we need to:
- Provision svc_0 (advance_0 with service=svc_0) -> moves from down to provisioned.
- Then configure svc_0 (advance_1 with service=svc_0) -> moves from provisioned to configured.
- Need flag_0 (maintenance_window_open) set to true before deploying. Also need artifact art_0 published.
So steps:
1. Provision svc_0: advance_0 {service: svc_0}
2. Configure svc_0: advance_1 {service: svc_0}
3. Ensure artifact built then published: We have build_art_0 (build_artifact) requires artifact absent -> builds to built. Currently artifact absent? Yes, release-image artifact does not exist yet => absent. So we can run build_art_0 {artifact: art_0} then publish_art_0 {artifact: art_0}. Or maybe there is also other artifacts but irrelevant.
Thus after building and publishing, we need flag_0 set: set_flag_0 {flag: flag_0}.
Then deploy svc_0: advance_2 {service: svc_0} which requires flag_0 set and art_0 published.
Goal satisfied.
Check constraints: At most 12 tool calls. Our list: advance_0, advance_1, build_art_0, publish_art_0, set_flag_0, advance_2 = 6 calls.
All good.
Now ensure each precondition holds when called.
Start: svc_0 down -> ok for advance_0.
After advance_0: svc_0 provisioned.
Advance_1 precondition: service must be provisioned -> yes.
Build_art_0 precondition: artifact absent -> yes.
Publish_art_0 precondition: artifact must be built -> after build_art_0, artifact becomes built.
Set_flag_0 precondition: flag false initially -> yes.
Advance_2 precondition: service must be configured (after advance_1) and flag_0 set and art_0 published. All satisfied.
Thus final state: svc_0 deployed.
No need to touch billing-1 etc.
Return JSON array.
Make sure format exactly: [{"tool":"advance_0","args":{"service":"svc_0"}},...]
Let's produce.
Realized dims
| dim | value |
|---|---|
| catalog_size | 52.0 |
| chain_length | 3.0 |
| decoy_count | 46.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 6.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 46.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |