Record 8bb20ac282be417a9d6ac36f7c79fd90
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","..."
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:
- registry-0 is currently down (not yet provisioned).
- gateway-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 'registry-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (registry-0), svc_1 (gateway-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_59 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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: 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_20 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_54 | 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_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_3 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (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: 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_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_57 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_52 | 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_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_44 | 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_42 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_46 | 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_47 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- 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_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_41 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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_11 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_55 | 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_58 | 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_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_48 | 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_39 | 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_27 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (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_49 | 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_26 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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: 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_32 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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.)
- 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_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_35 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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_21 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (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_51 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (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: decoy_14 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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_38 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic 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: 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_18 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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_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_2 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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_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_56 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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_53 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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_50 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (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.)
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":"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_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{"service":"svc_0"}},{"tool":"advance_2","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls achieving goal: service 'registry-0' (svc_0) must reach at least deployed state.
Current state: registry-0 is down (not yet provisioned). So we need to provision -> configured -> deployed.
Preconditions:
- To provision: advance_0 (provision) requires service currently down. That holds initially.
After provisioning, service becomes provisioned.
Then configure: advance_1 (configure) requires service currently provisioned.
Then deploy: advance_2 (deploy) requires service currently configured, flag_0 set, and art_0 artifact published.
Thus we also need to set flag_0 (maintenance_window_open) via set_flag_0 (requires flag false initially). And we need to publish artifact art_0: first build artifact then publish.
Build artifact: build_art_0 (build_artifact) requires artifact absent. Initially artifact does not exist yet => absent? It says "The release-image artifact does not exist yet." So absent. Good.
Publish artifact: publish_art_0 (publish_artifact) requires artifact built.
Thus steps:
1. build_art_0
2. publish_art_0
3. set_flag_0
4. provision svc_0 (advance_0)
5. configure svc_0 (advance_1)
6. deploy svc_0 (advance_2)
That's 6 calls, within limit 12.
Check each precondition after previous step.
Start: artifact absent, flag false, service down.
Step1: build_art_0: precondition artifact absent -> ok. After: artifact built.
Step2: publish_art_0: precondition artifact built -> ok. After: artifact published.
Step3: set_flag_0: precondition flag false -> ok. After: flag true.
Step4: advance_0 provision svc_0: precondition service down -> ok. After: service provisioned.
Step5: advance_1 configure svc_0: precondition service provisioned -> ok. After: service configured.
Step6: advance_2 deploy svc_0: precondition service configured, flag_0 true, art_0 published -> all satisfied. After: service deployed.
Goal achieved.
No other constraints like max 12 calls fine.
Now output JSON array with objects: {"tool":"<tool id>", "args":{"<param>":"<entity id>"}}.
Need to map entity ids: artifact: art_0, flag: flag_0, service: svc_0.
Tool IDs: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2.
Let's construct.
Make sure correct param names: For build_artifact and publish_artifact: param "artifact". For set_flag: param "flag". For advance_0/1/2: param "service".
Thus:
[
{"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_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Return as JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 66.0 |
| chain_length | 3.0 |
| decoy_count | 60.0 |
| 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 | 60.0 |
| 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 |