Record 858b5351b4ed40c89ea10dbfad70d3c3
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).
- 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.
- 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 (gateway-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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: adva-nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: set_dep-th_flag_3 | 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: dec-oy_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: adva_nce_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 depth_flag_5 flag to be set. Requires the art_0 artifact to be published.
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built'). Precondition: the artifact must be 'absent'.
- 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: set_dep-th_flag_2 | 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: set_depth_flag_o4 | 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_o5 | 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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: set_depth_flag_o0 | 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.
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":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_o1","args":{"flag":"depth_flag_1"}},
{"tool":"set_dep-th_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_dep-th_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"adva_nce_3","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. Use exact entity ids: services svc_0 (cache-0), svc_1 (gateway-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). Note some duplicates: depth_flag_3 and flag_0 share same name? Actually flag_0 is maintenance_window_open; depth_flag_3 also maintenance_window_open? The description says depth_flag_3 (maintenance_window_open). So there are two flags with same logical name but different depth? Probably they are separate flags but same name; but we must use depth_flag_3 param name "flag". Actually set_flag tool takes param flag: flag (the flag identifier). So we can set depth_flag_3 by passing flag: "depth_flag_3"? Or maybe just "maintenance_window_open"? The tool description: set_flag | params: flag: flag. It likely expects the flag identifier string. So we can set depth_flag_3 by passing flag: "depth_flag_3". Similarly depth_flag_2 etc.
Goal: service cache-0 must reach at least 'healthy' state. To get healthy, we need to health-check it, which requires it to be 'deployed' and depth_flag_5 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy.
Thus we need to:
- Provision cache-0 (svc_0) from down to provisioned. Use provision tool with service: svc_0.
- Then configure it: configure tool with service: svc_0 (moves from provisioned to configured). Precondition: service must be provisioned.
- Then deploy it: deploy tool with service: svc_0 (moves from configured to deployed). Precondition: service must be configured.
- Then publish artifact art_0 (release-image). But we need to build it first: build_artifact with artifact: art_0 (absent -> built). Then publish_artifact with artifact: art_0 (built -> published). Also health-check requires art_0 published.
- Also health-check requires depth_flag_5 set. depth_flag_5 requires depth_flag_4 set, which requires depth_flag_3 set, which requires depth_flag_2 set, which requires depth_flag_1 set, which requires depth_flag_0 set. And depth_flag_0 requires flag_0 set. flag_0 is maintenance_window_open flag. So we need to set flag_0 true, then set depth_flag_0 true, then depth_flag_1 true, depth_flag_2 true, depth_flag_3 true, depth_flag_4 true, depth_flag_5 true. However some of these may be redundant; but we need depth_flag_5 true for health-check.
But also health-check requires depth_flag_5 flag to be set. So we need to set depth_flag_5 true.
The preconditions for set_flag (depth_flag_n) require the previous depth_flag to be true. The chain: depth_flag_0 requires flag_0 first. depth_flag_1 requires depth_flag_0 first. depth_flag_2 requires depth_flag_1 first. depth_flag_3 requires depth_flag_2 first. depth_flag_4 requires depth_flag_3 first. depth_flag_5 requires depth_flag_4 first.
Thus we need to set flag_0 true, then depth_flag_0 true, then depth_flag_1 true, then depth_flag_2 true, then depth_flag_3 true, then depth_flag_4 true, then depth_flag_5 true.
But note there are also other flags: flag_1 (secrets_synced) and depth_flag_3 also named maintenance_window_open? Actually depth_flag_3 is also maintenance_window_open but maybe separate. However we only need depth_flag_5 for health-check; we can set all depth flags sequentially.
But we also need to ensure that the precondition for set_flag (depth_flag_n) is that it must currently be false. So we must set them in order, each time ensuring it's false before setting.
We also need to ensure that flag_0 is false initially (maintenance_window_open flag is off). So we can set_flag_o0 (set_flag with flag: flag_0) to true. That tool sets flag_0 to true, precondition: it must currently be false. Good.
Then we can set depth_flag_0 (set_depth_flag_o0) to true, precondition: flag_0 must be true (requires flag_0 first). So after setting flag_0, we can set depth_flag_0.
Then set depth_flag_1 (set_depth_flag_o1) to true, precondition: depth_flag_0 must be true (requires depth_flag_0 first). So after setting depth_flag_0, we can set depth_flag_1.
Then set depth_flag_2 (set_dep-th_flag_2) to true, precondition: depth_flag_1 must be true. So after depth_flag_1, we can set depth_flag_2.
Then set depth_flag_3 (set_dep-th_flag_3) to true, precondition: depth_flag_2 must be true. So after depth_flag_2, we can set depth_flag_3.
Then set depth_flag_4 (set_depth_flag_o4) to true, precondition: depth_flag_3 must be true. So after depth_flag_3, we can set depth_flag_4.
Then set depth_flag_5 (set_depth_flag_o5) to true, precondition: depth_flag_4 must be true. So after depth_flag_4, we can set depth_flag_5.
Thus we need to call set_flag_o0, set_depth_flag_o0, set_depth_flag_o1, set_dep-th_flag_2, set_dep-th_flag_3, set_depth_flag_o4, set_depth_flag_o5. That's 7 set_flag calls.
But note the tool ids: set_depth_flag_o0 is set_flag with flag param? Actually set_depth_flag_o0 is named "set_flag" with param flag: flag. So we can call it with flag: "depth_flag_0". Similarly set_depth_flag_o1 is "set_flag" with flag: "depth_flag_1". set_dep-th_flag_2 is "set_flag" with flag: "depth_flag_2". set_dep-th_flag_3 is "set_flag" with flag: "depth_flag_3". set_depth_flag_o4 is "set_flag" with flag: "depth_flag_4". set_depth_flag_o5 is "set_flag" with flag: "depth_flag_5". So we can use those ids.
Now we also need to provision, configure, deploy cache-0. That's 3 calls: provision (adva_nce_0) with service: svc_0, configure (advance_o1) with service: svc_0, deploy (adva-nce_2) with service: svc_0.
But note precondition for configure: service must be provisioned. So after provision, we can configure. Then deploy precondition: service must be configured. So after configure, we can deploy.
Now we need to build artifact art_0 (release-image). It is currently absent. So we can build_artifact with artifact: art_0. Then publish_artifact with artifact: art_0 (requires built). Then health-check with service: svc_0 (requires deployed and depth_flag_5 set and artifact published). So after we have built, published, and depth_flag_5 set, we can health-check.
Thus total steps: provision, configure, deploy, build_artifact, publish_artifact, then set flags chain, then health-check.
But we must also ensure that the flags are set before health-check, because health-check requires depth_flag_5 set. So we need to set all depth flags before health-check.
Thus order:
1. provision svc_0
2. configure svc_0
3. deploy svc_0
4. build_artifact art_0
5. publish_artifact art_0
6. set_flag_o0 (set flag_0 true)
7. set_depth_flag_o0 (set depth_flag_0 true)
8. set_depth_flag_o1 (set depth_flag_1 true)
9. set_dep-th_flag_2 (set depth_flag_2 true)
10. set_dep-th_flag_3 (set depth_flag_3 true)
11. set_depth_flag_o4 (set depth_flag_4 true)
12. set_depth_flag_o5 (set depth_flag_5 true)
13. health-check svc_0
That's 13 calls. Within 26 limit.
But we must ensure that each tool call's precondition holds at that moment.
Let's verify each precondition:
- provision (adva_nce_0) precondition: service must be down. Initially cache-0 is down (not provisioned). So okay.
- configure (advance_o1) precondition: service must be provisioned. After provision, it becomes provisioned. So okay.
- deploy (adva-nce_2) precondition: service must be configured. After configure, it becomes configured. So okay.
- build_artifact (build_art_o0) precondition: artifact must be absent. art_0 is absent initially. So okay.
- publish_artifact (publish_art_o0) precondition: artifact must be built. After build, it is built. So okay.
- set_flag_o0 (set_flag) precondition: flag_0 must be false. Initially maintenance_window_open flag is off. So okay.
- set_depth_flag_o0 (set_depth_flag_o0) precondition: depth_flag_0 must be false, and requires flag_0 first. Actually the description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So after we set flag_0 true, depth_flag_0 is false, so we can set it. Good.
- set_depth_flag_o1 (set_flag) precondition: depth_flag_1 must be false, requires depth_flag_0 first. After we set depth_flag_0 true, depth_flag_1 is false, so we can set it.
- set_dep-th_flag_2 (set_flag) precondition: depth_flag_2 must be false, requires depth_flag_1 first. After we set depth_flag_1 true, depth_flag_2 is false, so we can set it.
- set_dep-th_flag_3 (set_flag) precondition: depth_flag_3 must be false, requires depth_flag_2 first. After we set depth_flag_2 true, depth_flag_3 is false, so we can set it.
- set_depth_flag_o4 (set_flag) precondition: depth_flag_4 must be false, requires depth_flag_3 first. After we set depth_flag_3 true, depth_flag_4 is false, so we can set it.
- set_depth_flag_o5 (set_flag) precondition: depth_flag_5 must be false, requires depth_flag_4 first. After we set depth_flag_4 true, depth_flag_5 is false, so we can set it.
- health-check (adva_nce_3) precondition: service must be deployed, requires depth_flag_5 flag to be set, requires art_0 artifact published. After deploy, service is deployed. depth_flag_5 is now true. art_0 is published. So health-check can be called.
Thus the sequence works.
Now we need to output JSON array of tool calls with exact ids and args.
Tool ids:
- provision: "adva_nce_0"
- configure: "advance_o1"
- deploy: "adva-nce_2"
- build_artifact: "build_art_o0"
- publish_artifact: "publish_art_o0"
- set_flag_o0: "set_flag_o0"
- set_depth_flag_o0: "set_depth_flag_o0"
- set_depth_flag_o1: "set_depth_flag_o1"
- set_dep-th_flag_2: "set_dep-th_flag_2"
- set_dep-th_flag_3: "set_dep-th_flag_3"
- set_depth_flag_o4: "set_depth_flag_o4"
- set_depth_flag_o5: "set_depth_flag_o5"
- health-check: "adva_nce_3"
Check spelling: The tool id for set_dep-th_flag_2 is "set_dep-th_flag_2"? In catalog: "id: set_dep-th_flag_2 | name: set_flag | params: flag: flag". Yes id is "set_dep-th_flag_2". Similarly "set_dep-th_flag_3" id is "set_dep-th_flag_3". Good.
Now we need to produce JSON array of objects each with "tool": "<tool id>", "args": { "<param>": "<entity id>", ... }.
Parameter names vary per tool:
- adva_nce_0 (provision) param: service: service
- advance_o1 (configure) param: service: service
- adva-nce_2 (deploy) param: service: service
- build_art_o0 (build_artifact) param: artifact: artifact
- publish_art_o0 (publish_artifact) param: artifact: artifact
- set_flag_o0 (set_flag) param: flag: flag
- set_depth_flag_o0 (set_flag) param: flag: flag
- set_depth_flag_o1 (set_flag) param: flag: flag
- set_dep-th_flag_2 (set_flag) param: flag: flag
- set_dep-th_flag_3 (set_flag) param: flag: flag
- set_depth_flag_o4 (set_flag) param: flag: flag
- set_depth_flag_o5 (set_flag) param: flag: flag
- adva_nce_3 (health-check) param: service: service
Thus each args object will have the appropriate key.
Now produce JSON array in order.
Make sure to use exact ids for flags: flag_0? Actually we need to set flag_0 (maintenance_window_open) using set_flag_o0. The param is flag: flag. So we need to pass "flag_0"? Or maybe just "maintenance_window_open"? The tool expects the flag identifier string; we can pass "flag_0". The description says flag_0 (maintenance_window_open). So likely we pass "flag_0". Similarly depth_flag_0 is "depth_flag_0". So we pass "depth_flag_0". depth_flag_1 is "depth_flag_1". depth_flag_2 is "depth_flag_2". depth_flag_3 is "depth_flag_3". depth_flag_4 is "depth_flag_4". depth_flag_5 is "depth_flag_5". So we will use those strings.
Thus args for set_flag_o0: {"flag":"flag_0"}.
For set_depth_flag_o0: {"flag":"depth_flag_0"}.
Similarly for others.
Now produce JSON array.
Check that we have exactly the tool ids as given, including hyphens and underscores.
List:
1. {"tool":"adva_nce_0","args":{"service":"svc_0"}}
2. {"tool":"advance_o1","args":{"service":"svc_0"}}
3. {"tool":"adva-nce_2","args":{"service":"svc_0"}}
4. {"tool":"build_art_o0","args":{"artifact":"art_0"}}
5. {"tool":"publish_art_o0","args":{"artifact":"art_0"}}
6. {"tool":"set_flag_o0","args":{"flag":"flag_0"}}
7. {"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}}
8. {"tool":"set_depth_flag_o1","args":{"flag":"depth_flag_1"}}
9. {"tool":"set_dep-th_flag_2","args":{"flag":"depth_flag_2"}}
10. {"tool":"set_dep-th_flag_3","args":{"flag":"depth_flag_3"}}
11. {"tool":"set_depth_flag_o4","args":{"flag":"depth_flag_4"}}
12. {"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}}
13. {"tool":"adva_nce_3","args":{"service":"svc_0"}}
Make sure JSON is valid: array of objects, no trailing commas.
Now output only the JSON array, no extra text.
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 |