Record 658ccb97136a4c85b6fcf2b97535f802
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:
- billing-0 is currently down (not yet provisioned).
- webhooks-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 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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'.
- 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: advance_3 | name: health-check | params: service: service
Health-check a service, moving it from 'deployed' to 'healthy'. Precondition: the service must currently be 'deployed'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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'.
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 14 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"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'billing-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (billing-0), svc_1 (webhooks-1); artifacts art_0 (release-image), art_1 (db-migration); flags flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state: billing-0 is down (not provisioned). webhooks-1 down. release-image artifact does not exist yet (absent). db-migration artifact does not exist yet (absent). maintenance_window_open flag is off (false). secrets_synced flag is off (false).
Goal: service 'billing-0' must reach at least the 'healthy' state.
We need to produce a plan using at most 14 tool calls, each with tool id and args.
We need to consider preconditions.
Let's outline steps:
We need to get the release-image artifact built and published, because health-check requires art_0 published and flag_0 set. Also need to configure and deploy billing-0.
Current state:
- svc_0 is down.
- svc_1 is down.
- art_0 is absent.
- art_1 is absent.
- flag_0 is false.
- flag_1 is false.
Goal: svc_0 healthy.
We need to go through states: down -> provisioned -> configured -> deployed -> healthy.
But we also need to build artifact art_0 (release-image) before publishing it. Then publish it. Then set flag_0 to true (maintenance_window_open). Then health-check.
But also need to configure and deploy svc_0. Let's see the tool sequence:
- advance_2: deploy service (requires service configured). Actually deploy moves from configured to deployed. So we need to first configure service (advance_1) which moves from provisioned to configured. But provisioning must happen first (advance_0) moving from down to provisioned. So steps:
1. Build artifact art_0 (build_art_0) - precondition: artifact must be absent. It is absent, so can build. This moves it to built.
2. Publish artifact art_0 (publish_art_0) - precondition: artifact must be built. After build, it's built, so can publish, moving to published.
3. Set flag_0 (set_flag_0) - precondition: flag must be false. It's false, so can set to true.
Now we can configure svc_0: need to provision it first (advance_0) - precondition: service must be down. It is down, so can provision, moving to provisioned.
Then configure (advance_1) - precondition: service must be provisioned. After provision, it's provisioned, so can configure, moving to configured.
Then deploy (advance_2) - precondition: service must be configured. After configure, it's configured, so can deploy, moving to deployed.
Then health-check (advance_3) - precondition: service must be deployed and flag_0 true and art_0 published. After deploy, it's deployed, flag_0 is true, art_0 published, so can health-check, moving to healthy.
We also might need to handle webhooks-1? Not required for goal, but maybe we need to ensure we don't break anything? The goal only cares about billing-0 healthy. However, some preconditions might involve other services? The health-check precondition only requires flag_0 and art_0 published; no other services. So we can ignore webhooks-1.
But we need to ensure we don't exceed 14 calls. Let's count:
1. build_art_0 (artifact: art_0)
2. publish_art_0 (artifact: art_0)
3. set_flag_0 (flag: flag_0)
4. advance_0 (service: svc_0) (provision)
5. advance_1 (service: svc_0) (configure)
6. advance_2 (service: svc_0) (deploy)
7. advance_3 (service: svc_0) (health-check)
That's 7 calls. All preconditions satisfied sequentially.
But we need to ensure that after each call, the state updates accordingly for next precondition.
Let's simulate:
Initial:
- art_0: absent
- art_0 built? no
- art_0 published? no
- flag_0: false
- svc_0: down
- svc_0 provisioned? no
- svc_0 configured? no
- svc_0 deployed? no
- svc_0 healthy? no
Step 1: build_art_0 (artifact: art_0) -> moves from absent to built. Precondition satisfied (absent). After: art_0 built.
Step 2: publish_art_0 (artifact: art_0) -> precondition: artifact must be built. Yes. Moves to published.
Step 3: set_flag_0 (flag: flag_0) -> precondition: flag must be false. It's false. Sets to true.
Step 4: advance_0 (service: svc_0) -> precondition: service must be down. It's down. Moves to provisioned.
Step 5: advance_1 (service: svc_0) -> precondition: service must be provisioned. Yes. Moves to configured.
Step 6: advance_2 (service: svc_0) -> precondition: service must be configured. Yes. Moves to deployed.
Step 7: advance_3 (service: svc_0) -> precondition: service must be deployed, flag_0 true, art_0 published. All satisfied. Moves to healthy.
Goal achieved.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. Use exact tool ids: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2, advance_3.
Parameter names: artifact, service, flag. The tool definitions show params: artifact: artifact, service: service, flag: flag. So args should be {"artifact":"art_0"} etc.
Make sure to use exact ids: artifact: art_0, service: svc_0, flag: flag_0.
Thus JSON array:
[
{"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"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check that we didn't exceed 14 calls; we have 7.
Make sure no extra prose. Just JSON array.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| 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 | 7.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |