Record fa13d8a0892a4b41ae673c4f743b63c9
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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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: 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_0 | 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 14 tool calls.
Response
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_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). Tools:
- advance_2: deploy service, moves from 'configured' to 'deployed'. Precondition: service must currently be 'configured'.
- set_flag_0: set flag_0 to true. Precondition: currently false.
- advance_3: health-check service, moves from 'deployed' to 'healthy'. Precondition: service must be 'deployed', requires flag_0 true, requires art_0 published.
- decoy_1: warm_cache (no effect)
- publish_art_0: publish artifact, moves from 'built' to 'published'. Precondition: artifact must be 'built'.
- advance_0: provision service, moves from 'down' to 'provisioned'. Precondition: service must be 'down'.
- build_art_0: build artifact, moves from 'absent' to 'built'. Precondition: artifact must be 'absent'.
- advance_1: configure service, moves from 'provisioned' to 'configured'. Precondition: service must be 'provisioned'.
- decoy_0: audit_logs (no effect)
We need to start from current state:
- billing-0 is down (not provisioned). So service svc_0 is 'down'.
- webhooks-1 is down (not provisioned). So svc_1 is 'down'.
- release-image artifact does not exist yet. So art_0 is 'absent'.
- db-migration artifact does not exist yet. So art_1 is 'absent'.
- maintenance_window_open flag is off (false). So flag_0 is false.
- secrets_synced flag is off (false). So flag_1 is false.
Goal: service 'billing-0' must reach at least 'healthy' state. That means we need to get svc_0 to 'healthy' via health-check (advance_3). That requires svc_0 to be 'deployed', flag_0 true, and art_0 published.
Thus we need to:
1. Provision svc_0 (advance_0) from down to provisioned.
2. Configure svc_0 (advance_1) from provisioned to configured.
3. Deploy svc_0 (advance_2) from configured to deployed.
4. Build artifact art_0 (build_art_0) from absent to built.
5. Publish artifact art_0 (publish_art_0) from built to published.
6. Set flag_0 true (set_flag_0) (precondition currently false).
7. Health-check svc_0 (advance_3) from deployed to healthy, requiring flag_0 true and art_0 published.
Potentially also need to ensure other preconditions like flag_0 must be true before health-check; we set it earlier.
We also may need to handle webhooks-1? Not required for goal, but maybe we need to not leave it down? The goal only concerns billing-0. However, there may be implicit constraints? The catalog doesn't require anything about other services. So we can ignore webhooks-1.
We must output only JSON array of tool calls, each with "tool": "<tool id>", "args": {...}. Use exact tool IDs: advance_2, set_flag_0, advance_3, decoy_1, publish_art_0, advance_0, build_art_0, advance_1, decoy_0. Use at most 14 calls; we will use 7 calls (maybe more if need to warm cache etc but not needed). Let's list steps in order:
1. advance_0 provision svc_0 (service: svc_0)
2. advance_1 configure svc_0 (service: svc_0)
3. advance_2 deploy svc_0 (service: svc_0)
4. build_art_0 artifact: art_0 (artifact: art_0)
5. publish_art_0 artifact: art_0 (artifact: art_0)
6. set_flag_0 flag: flag_0 (flag: flag_0)
7. advance_3 health-check svc_0 (service: svc_0)
Check preconditions:
- Step1: advance_0 precondition: service must be 'down'. Currently svc_0 is down, so ok.
- Step2: advance_1 precondition: service must be 'provisioned'. After step1, svc_0 is provisioned, so ok.
- Step3: advance_2 precondition: service must be 'configured'. After step2, svc_0 is configured, so ok.
- Step4: build_art_0 precondition: artifact must be 'absent'. art_0 is absent initially, so ok.
- Step5: publish_art_0 precondition: artifact must be 'built'. After step4, artifact is built, so ok.
- Step6: set_flag_0 precondition: flag must be false. Initially flag_0 is false, so ok.
- Step7: advance_3 precondition: service must be 'deployed' (yes after step3), flag_0 must be true (we set it in step6), art_0 must be published (we published in step5). So all satisfied.
Thus the sequence works.
We must output JSON array of objects. Each object: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}. For tools with no parameters? All have parameters: advance_2 takes service; set_flag_0 takes flag; advance_3 takes service; publish_art_0 takes artifact; build_art_0 takes artifact; advance_0 takes service; advance_1 takes service. So args must include the appropriate key.
Thus the JSON array:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
Check ordering: must be executed in order from current state. The above order respects dependencies.
We must not include any extra text. Just the JSON array.
Make sure no trailing commas. Provide exactly as required.
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 |