Record 0d277bfd2e5747229098699ad3295cb3
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:
- cache-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.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on)
TOOL CATALOG:
- 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_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
Set the depth_flag_5 flag to true. Precondition: it must currently be false. Requires the depth_flag_4 flag first.
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- id: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: set_depth_flag_o1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- id: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- id: adva-nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: decoy_o1 | 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_o0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- id: set_depth_flag_o2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- id: advance_o3 | 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 depth_flag_5 flag to be set. Requires the art_0 artifact to be published.
- id: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
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 26 tool calls.
Response
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_dep-th_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_o1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_o2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep-th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'cache-0' must reach at least the 'healthy' state. Entity IDs: services svc_0 (cache-0), svc_1 (webhooks-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on). Actually depth_flag_0 is feature_gate_on? Wait mapping: depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on). There's duplication but okay.
We need to produce a plan using at most 26 tool calls.
Current state: cache-0 is down (not provisioned). webhooks-1 is down (not provisioned). release-image artifact does not exist (absent). db-migration artifact does not exist (absent). maintenance_window_open flag is off. secrets_synced flag is off. feature_gate_on flag is off. backup_taken flag is off. quota_raised flag is off. maintenance_window_open flag is off (duplicate). secrets_synced flag is off (duplicate). feature_gate_on flag is off (duplicate). So basically all flags false, artifacts absent, services down.
Goal: service cache-0 must reach at least 'healthy' state. To get to healthy, we need to go through provision -> configure -> deploy -> health-check. The health-check tool (advance_o3) moves from deployed to healthy, precondition: service must be deployed, and requires depth_flag_5 flag to be set, and requires art_0 artifact to be published. Also depth_flag_5 is feature_gate_on? Actually depth_flag_5 is feature_gate_on. So we need to set depth_flag_5 true, which requires depth_flag_4 flag first (prerequisite). depth_flag_4 is secrets_synced. It requires depth_flag_3 flag first. depth_flag_3 is maintenance_window_open. It requires depth_flag_2 flag first. depth_flag_2 is quota_raised. It requires depth_flag_1 flag first. depth_flag_1 is backup_taken. It requires depth_flag_0 flag first. depth_flag_0 is feature_gate_on. It requires flag_0 flag first. flag_0 is maintenance_window_open. So there is a chain.
But also there are separate flags: flag_0 (maintenance_window_open) and depth_flag_3 also maintenance_window_open? Actually depth_flag_3 is maintenance_window_open as well. So there are two flags named maintenance_window_open: one is flag_0 (maybe top-level) and depth_flag_3 also maintenance_window_open but at depth level? The tool set_dep-th_flag_0 sets depth_flag_0 flag to true, precondition: it must currently be false, requires the flag_0 flag first. So to set depth_flag_0 (feature_gate_on) we need flag_0 (maintenance_window_open) first. So we need to set flag_0 (maintenance_window_open) to true via set_-flag_0 tool (set_flag with flag: flag_0). That tool precondition: it must currently be false. So we can set flag_0 true.
Then we can set depth_flag_0 (feature_gate_on) via set_dep-th_flag_0, precondition: depth_flag_0 must be false and requires flag_0 first. So after flag_0 true, we can set depth_flag_0 true.
Then depth_flag_1 (backup_taken) can be set via set_depth_flag_o2? Actually set_depth_flag_o2 sets depth_flag_2? Wait mapping: set_depth_flag_o2 name: set_flag param flag: flag. It sets depth_flag_2? Actually the tool id is set_depth_flag_o2, name: set_flag, params: flag: flag. The description: Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first. So set_depth_flag_o2 sets depth_flag_2 (quota_raised). It requires depth_flag_1 first. depth_flag_1 is backup_taken. So we need to set depth_flag_1 first via set_depth_flag_o1? Actually set_depth_flag_o1 sets depth_flag_1? Let's see: id: set_depth_flag_o1 | name: set_flag | params: flag: flag. Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first. So set_depth_flag_o1 sets depth_flag_1 (backup_taken). It requires depth_flag_0 first.
Then set_depth_flag_o2 sets depth_flag_2 (quota_raised) requiring depth_flag_1 first.
Then set_depth_flag_o3 sets depth_flag_3 (maintenance_window_open) requiring depth_flag_2 first.
Then set_depth_flag_o4? Actually there is set_depth_flag_o3 which sets depth_flag_3 (maintenance_window_open). It requires depth_flag_2 first.
Then set_depth_flag_o4? Not listed. But we also have set_depth_flag_o4? Not present. However we have set_depth_flag_o4? Not needed maybe.
We also have set_dep-th_flag_4 which sets depth_flag_4 (secrets_synced) requiring depth_flag_3 first.
Then set_dep-th_flag_5 sets depth_flag_5 (feature_gate_on) requiring depth_flag_4 first.
Thus to set depth_flag_5 (feature_gate_on) we need to have depth_flag_4 true, which needs depth_flag_3 true, which needs depth_flag_2 true, which needs depth_flag_1 true, which needs depth_flag_0 true, which needs flag_0 true.
Thus we need to set a chain of flags.
Additionally, we need to publish artifact art_0 (release-image) after building it. Build artifact moves from absent to built. Then publish moves built to published. Health-check requires art_0 artifact to be published.
Thus steps:
1. Build artifact art_0 (build_art_0). Precondition: artifact must be absent. It is absent. So we can call build_art_0 with artifact: art_0.
2. Publish artifact art_0 (publish_art_o0). Precondition: artifact must be built. After build, it's built. So we can call publish_art_o0 with artifact: art_0.
Now we need to set flags.
We need flag_0 (maintenance_window_open) to be true. Use set_-flag_0 (set_flag) with flag: flag_0. Precondition: flag_0 must be false. It is false. So we can call set_-flag_0 with flag: flag_0.
Now we can set depth_flag_0 (feature_gate_on) via set_dep-th_flag_0 (set_flag) with flag: depth_flag_0? Actually the tool id is set_dep-th_flag_0, name: set_flag, params: flag: flag. It sets depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first. So after flag_0 true, we can call set_dep-th_flag_0 with flag: depth_flag_0? The param is flag: flag (the flag to set). Which flag? It says "flag: flag". Probably we need to pass the flag identifier? The flag to set is depth_flag_0. So args: {"flag": "depth_flag_0"}.
Thus call set_dep-th_flag_0 with flag: depth_flag_0.
Now we can set depth_flag_1 (backup_taken) via set_depth_flag_o1 with flag: depth_flag_1? Actually set_depth_flag_o1 sets depth_flag_1. So call set_depth_flag_o1 with flag: depth_flag_1.
Now we can set depth_flag_2 (quota_raised) via set_depth_flag_o2 with flag: depth_flag_2.
Now we can set depth_flag_3 (maintenance_window_open) via set_depth_flag_o3 with flag: depth_flag_3.
Now we can set depth_flag_4 (secrets_synced) via set_dep-th_flag_4 with flag: depth_flag_4.
Now we can set depth_flag_5 (feature_gate_on) via set_dep-th_flag_5 with flag: depth_flag_5.
Now we need to provision service cache-0 (svc_0). It is down. Use advance_o0 (provision) with service: svc_0. Precondition: service must be down. It is down. So call advance_o0 with service: svc_0.
Now we need to configure service? Actually after provision, it becomes provisioned. Next step is configure? The tool configure moves from provisioned to configured. So we can call adva-nce_1 (configure) with service: svc_0. Precondition: service must be provisioned. It will be after provision. So call configure with service: svc_0.
Now we need to deploy service (advance_o2) moving from configured to deployed. Use advance_o2 (deploy) with service: svc_0. Precondition: service must be configured. It will be after configure. So call deploy with service: svc_0.
Now we need to health-check to move to healthy. Use advance_o3 (health-check) with service: svc_0. Precondition: service must be deployed, and requires depth_flag_5 flag to be set, and requires art_0 artifact to be published. We have set depth_flag_5 true and published artifact. So we can call advance_o3 with service: svc_0.
Thus we have a sequence.
We must ensure we respect preconditions: each tool call must have its preconditions satisfied at that point.
Let's outline steps with indices:
1. build_art_0 artifact: art_0
2. publish_art_o0 artifact: art_0
3. set_-flag_0 flag: flag_0
4. set_dep-th_flag_0 flag: depth_flag_0
5. set_depth_flag_o1 flag: depth_flag_1
6. set_depth_flag_o2 flag: depth_flag_2
7. set_depth_flag_o3 flag: depth_flag_3
8. set_dep-th_flag_4 flag: depth_flag_4
9. set_dep-th_flag_5 flag: depth_flag_5
10. advance_o0 service: svc_0 (provision)
11. adva-nce_1 service: svc_0 (configure)
12. advance_o2 service: svc_0 (deploy)
13. advance_o3 service: svc_0 (health-check)
We need to check each precondition:
- build_art_0: artifact must be absent. It is absent. OK.
- publish_art_o0: artifact must be built. After build, it's built. OK.
- set_-flag_0: flag_0 must be false. It is false. OK.
- set_dep-th_flag_0: depth_flag_0 must be false, and requires flag_0 first. depth_flag_0 is false, flag_0 is now true after step 3. So OK.
- set_depth_flag_o1: depth_flag_1 must be false, requires depth_flag_0 first. depth_flag_1 is false, depth_flag_0 is now true after step 4. OK.
- set_depth_flag_o2: depth_flag_2 must be false, requires depth_flag_1 first. depth_flag_2 false, depth_flag_1 now true after step 5. OK.
- set_depth_flag_o3: depth_flag_3 must be false, requires depth_flag_2 first. depth_flag_3 false, depth_flag_2 now true after step 6. OK.
- set_dep-th_flag_4: depth_flag_4 must be false, requires depth_flag_3 first. depth_flag_4 false, depth_flag_3 now true after step 7. OK.
- set_dep-th_flag_5: depth_flag_5 must be false, requires depth_flag_4 first. depth_flag_5 false, depth_flag_4 now true after step 8. OK.
- advance_o0: service must be down. svc_0 is down. OK.
- adva-nce_1: service must be provisioned. After provision, it becomes provisioned. OK.
- advance_o2: service must be configured. After configure, it becomes configured. OK.
- advance_o3: service must be deployed, and depth_flag_5 must be set, and art_0 must be published. We have depth_flag_5 set (step 9) and artifact published (step 2). So OK.
Thus all preconditions satisfied.
We must ensure we do not exceed 26 calls; we have 13 calls, fine.
Now we need to output JSON array of objects with "tool": "<tool id>", "args": {...}. Use exact tool IDs as given.
Tool IDs list:
- build_art_0
- publish_art_o0 (actually the tool id is "publish_art_o0"? The catalog says "id: publish_art_o0 | name: publish_artifact | params: artifact: artifact". Yes id is publish_art_o0.
- set_-flag_0 (id: set_-flag_0). Note the dash? The ID includes a hyphen after set_? Actually it's "set_-flag_0". The ID includes an underscore and a hyphen? The catalog shows "id: set_-flag_0 | name: set_flag | params: flag: flag". So the ID is "set_-flag_0". We'll use that exactly.
- set_dep-th_flag_0 (id: set_dep-th_flag_0)
- set_depth_flag_o1 (id: set_depth_flag_o1)
- set_depth_flag_o2 (id: set_depth_flag_o2)
- set_depth_flag_o3 (id: set_depth_flag_o3)
- set_dep-th_flag_4 (id: set_dep-th_flag_4)
- set_dep-th_flag_5 (id: set_dep-th_flag_5)
- advance_o0 (id: advance_o0)
- adva-nce_1 (id: adva-nce_1) note the hyphen? It's "adva-nce_1". Use exactly.
- advance_o2 (id: advance_o2)
- advance_o3 (id: advance_o3)
Check also "set_depth_flag_o1" is id: set_depth_flag_o1.
Now we need to produce JSON array with each object.
Make sure to use double quotes for keys and strings. No extra whitespace? It's okay.
Thus final output:
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_dep-th_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_o1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_o2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep-th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Check that we used correct IDs: "adva-nce_1" exactly as given. Yes.
Make sure we didn't miss any required steps like warm_cache or audit_logs; not needed.
Thus output JSON array only.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 13.0 |
| 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 | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 10.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |