Record 4c2d3821f064424799c6cd201c0bb5d7
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:
- gateway-0 is currently down (not yet provisioned).
- billing-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 'gateway-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (gateway-0), svc_1 (billing-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: set_depth_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_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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: set_depth_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: 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 depth_flag_5 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_1 | 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_depth_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: set_depth_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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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.)
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": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_depth_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_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 'gateway-0' must reach at least the 'healthy' state.
We have current state: gateway-0 is down (not yet provisioned). billing-1 is down (not yet provisioned). release-image artifact does not exist yet. db-migration artifact does not exist yet. 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 many flags are off.
We have entity IDs: Services: svc_0 (gateway-0), svc_1 (billing-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 that depth_flag_0 corresponds to flag_0? 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). So depth_flag_0 and depth_flag_5 both map to feature_gate_on? Possibly depth_flag_0 is the top-level flag? But they are separate flags with same name? Might be a mistake but we treat them as separate flags.
Goal: service 'gateway-0' must reach at least the 'healthy' state. To get to healthy, we need to health-check it after it is deployed. The health-check tool (advance_3) requires service to be 'deployed' and requires depth_flag_5 flag to be set, and requires art_0 artifact to be published.
So we need to get gateway-0 to deployed state, then health-check it.
To get to deployed, we need to deploy it (advance_2) which moves from 'configured' to 'deployed'. To get to configured, we need to configure it (advance_1) which moves from 'provisioned' to 'configured'. To get to provisioned, we need to provision it (advance_0) which moves from 'down' to 'provisioned'.
Thus we need to provision, configure, deploy, then health-check.
But there are preconditions on flags and artifacts.
Specifically, health-check (advance_3) requires depth_flag_5 flag to be set, and requires art_0 artifact to be published.
depth_flag_5 is set via set_depth_flag_5, which requires depth_flag_4 flag first. depth_flag_4 is set via set_depth_flag_4, which requires depth_flag_3 flag first.
depth_flag_3 is set via set_depth_flag_3, which requires depth_flag_2 flag first. depth_flag_2 requires depth_flag_1 flag first. depth_flag_1 requires depth_flag_0 flag first.
depth_flag_0 requires flag_0 flag first (set_flag_0). flag_0 is set via set_flag_0, which has no precondition (just must be false). So we can set flag_0, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4, then depth_flag_5.
But also there are other flags: flag_1 (secrets_synced) and depth_flag_0? Actually depth_flag_0 is feature_gate_on, but there is also flag_1 (secrets_synced). The set_depth_flag_1 corresponds to backup_taken? Wait mapping: depth_flag_1 (backup_taken). But there is also set_depth_flag_1 tool that sets depth_flag_1 flag to true, precondition requires depth_flag_0 flag first. So depth_flag_1 is backup_taken. That's separate from flag_1 (secrets_synced). There's also set_depth_flag_2 (quota_raised) requiring depth_flag_1. set_depth_flag_3 (maintenance_window_open) requiring depth_flag_2. set_depth_flag_4 (secrets_synced) requiring depth_flag_3. set_depth_flag_5 (feature_gate_on) requiring depth_flag_4.
Thus we have a chain of depth flags that eventually set feature_gate_on (depth_flag_5). The goal may require some of these flags to be set for health-check.
Specifically, health-check requires depth_flag_5 flag to be set. So we need to set depth_flag_5. That 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, which requires flag_0 set.
Thus we need to set flag_0, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4, then depth_flag_5.
But also there may be other prerequisites: art_0 artifact must be published. So we need to build_art_0 (build artifact) then publish_art_0.
Also there may be other flags that need to be set for other steps? Not directly for provisioning, but maybe some flags are required for other steps like set_depth_flag_0? Actually set_depth_flag_0 is setting depth_flag_0 (feature_gate_on) but precondition requires flag_0 flag first. So we need to set flag_0 first.
Thus we need to set flag_0 (set_flag_0). Then set_depth_flag_0 (set_depth_flag_0). Then set_depth_flag_1 (set_depth_flag_1). Then set_depth_flag_2 (set_depth_flag_2). Then set_depth_flag_3 (set_depth_flag_3). Then set_depth_flag_4 (set_depth_flag_4). Then set_depth_flag_5 (set_depth_flag_5). That's 7 tool calls.
But also we need to build and publish artifact: build_art_0 then publish_art_0. That's 2 more.
Then we need to provision gateway-0: advance_0 (provision). Then configure: advance_1 (configure). Then deploy: advance_2 (deploy). Then health-check: advance_3 (health-check). That's 4 more.
Total so far: 7 + 2 + 4 = 13 tool calls. That's within 26.
But we must also consider that some flags may be required for other steps like set_depth_flag_0 may be needed for something else? Not needed for provisioning. However, the health-check requires depth_flag_5 flag to be set, which we will set at the end of the chain. But we also need to ensure that depth_flag_5 is set before health-check. So we need to set depth_flag_5 before advance_3.
Thus the order: first set flag_0, then set_depth_flag_0, then set_depth_flag_1, then set_depth_flag_2, then set_depth_flag_3, then set_depth_flag_4, then set_depth_flag_5. Then build_art_0, then publish_art_0. Then provision gateway-0, then configure, then deploy, then health-check.
But we also need to ensure that the artifact build and publish happen before health-check. The health-check requires art_0 artifact to be published. So we need to publish after building. So order: build_art_0, then publish_art_0, then health-check.
But also we might need to ensure that the artifact is built before publishing. So build then publish.
Now, we also need to ensure that the flags are set before health-check. So we need to set depth_flag_5 before health-check.
Thus the sequence:
1. set_flag_0 (set flag_0 to true)
2. set_depth_flag_0 (set depth_flag_0 to true)
3. set_depth_flag_1 (set depth_flag_1 to true)
4. set_depth_flag_2 (set depth_flag_2 to true)
5. set_depth_flag_3 (set depth_flag_3 to true)
6. set_depth_flag_4 (set depth_flag_4 to true)
7. set_depth_flag_5 (set depth_flag_5 to true)
8. build_art_0 (build artifact)
9. publish_art_0 (publish artifact)
10. advance_0 (provision service svc_0)
11. advance_1 (configure service svc_0)
12. advance_2 (deploy service svc_0)
13. advance_3 (health-check service svc_0)
But we must check preconditions for each tool call at the moment we call it.
Let's verify each step's precondition:
- set_flag_0: precondition: it must currently be false. Initially flag_0 is off (false). So okay.
- set_depth_flag_0: precondition: it must currently be false, and requires flag_0 flag first. After step 1, flag_0 is true, so depth_flag_0 can be set. Also must be false initially; it is false. So okay.
- set_depth_flag_1: precondition: it must currently be false, and requires depth_flag_0 flag first. After step 2, depth_flag_0 is true, so okay.
- set_depth_flag_2: precondition: it must currently be false, and requires depth_flag_1 flag first. After step 3, depth_flag_1 is true, so okay.
- set_depth_flag_3: precondition: it must currently be false, and requires depth_flag_2 flag first. After step 4, depth_flag_2 is true, so okay.
- set_depth_flag_4: precondition: it must currently be false, and requires depth_flag_3 flag first. After step 5, depth_flag_3 is true, so okay.
- set_depth_flag_5: precondition: it must currently be false, and requires depth_flag_4 flag first. After step 6, depth_flag_4 is true, so okay.
- build_art_0: precondition: artifact must be absent. Initially art_0 is absent. So okay.
- publish_art_0: precondition: artifact must be built. After build_art_0, it is built. So okay.
- advance_0 (provision): precondition: service must be down. Initially gateway-0 is down. So okay.
- advance_1 (configure): precondition: service must be provisioned. After provision, it becomes provisioned. So okay.
- advance_2 (deploy): precondition: service must be configured. After configure, it is configured. So okay.
- advance_3 (health-check): precondition: service must be deployed, and depth_flag_5 flag must be set, and art_0 artifact must be published. After steps 10-12, service is deployed. depth_flag_5 is set (step 7). art_0 is published (step 9). So all satisfied.
Thus the sequence works.
Now we need to output JSON array of tool calls with exact tool IDs and args.
Tool IDs and parameters:
- set_flag_0: id: set_flag_0, name: set_flag, params: flag: flag. The flag parameter is the flag name? The tool expects param "flag": flag. So we need to pass flag: "flag_0"? Or maybe just "flag": "flag_0"? The description: "Set the flag_0 flag to true. Precondition: it must currently be false." The tool args: {"flag": "flag"}? Actually the tool spec: "set_flag_0 | name: set_flag | params: flag: flag". So the parameter name is "flag" and the value is the flag identifier? Probably we need to pass "flag": "flag_0". The entity ID for flag_0 is "flag_0". So we pass {"flag": "flag_0"}.
- set_depth_flag_0: id: set_depth_flag_0, name: set_flag, params: flag: flag. So we pass {"flag": "depth_flag_0"}.
- set_depth_flag_1: {"flag": "depth_flag_1"}.
- set_depth_flag_2: {"flag": "depth_flag_2"}.
- set_depth_flag_3: {"flag": "depth_flag_3"}.
- set_depth_flag_4: {"flag": "depth_flag_4"}.
- set_depth_flag_5: {"flag": "depth_flag_5"}.
- build_art_0: id: build_art_0, name: build_artifact, params: artifact: artifact. So pass {"artifact": "art_0"}.
- publish_art_0: {"artifact": "art_0"}.
- advance_0: id: advance_0, name: provision, params: service: service. So {"service": "svc_0"}.
- advance_1: {"service": "svc_0"}.
- advance_2: {"service": "svc_0"}.
- advance_3: {"service": "svc_0"}.
Thus the JSON array should be:
[
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_depth_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_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 used at most 26 calls; we used 13.
Make sure we didn't miss any required flags like flag_1 (secrets_synced) or depth_flag_0? Actually depth_flag_0 is feature_gate_on, but we set it. That's fine.
But note that there is also a flag_1 (secrets_synced) that may be required for something else? The goal only requires gateway-0 healthy. No mention of other flags. However, there may be hidden dependencies: maybe the health-check also requires depth_flag_5 flag to be set, which we set. That's fine.
But also maybe the provisioning of gateway-0 may require some flags? Not mentioned. So we are fine.
One nuance: The tool "set_depth_flag_0" requires depth_flag_0 flag to be set? Actually the description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first." Wait that seems contradictory: depth_flag_0 requires depth_flag_3? That seems odd. Let's re-read the tool catalog:
- id: set_depth_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.
Wait earlier we thought depth_flag_0 requires flag_0. Actually the description says "Requires the flag_0 flag first." So depth_flag_0 requires flag_0, not depth_flag_3. So our earlier mapping is correct: depth_flag_0 requires flag_0.
But later we saw depth_flag_3 requires depth_flag_2, etc. That's separate.
Thus the chain we used is correct: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5.
Now check each tool's precondition:
- set_depth_flag_0: precondition: it must currently be false. Requires the flag_0 flag first. So after we set flag_0, we can set depth_flag_0.
- set_depth_flag_1: precondition: it must currently be false. Requires the depth_flag_0 flag first. So after we set depth_flag_0, we can set depth_flag_1.
- set_depth_flag_2: precondition: it must currently be false. Requires the depth_flag_1 flag first.
- set_depth_flag_3: precondition: it must currently be false. Requires the depth_flag_2 flag first.
- set_depth_flag_4: precondition: it must currently be false. Requires the depth_flag_3 flag first.
- set_depth_flag_5: precondition: it must currently be false. Requires the depth_flag_4 flag first.
Thus our order is correct.
Now check that we didn't need to set any other flags like flag_1 (secrets_synced) or depth_flag_0? Actually depth_flag_0 is feature_gate_on, but we set it. That's fine.
Now check that we didn't need to set depth_flag_0 for anything else? Not needed.
Now check that we didn't need to set depth_flag_1 (backup_taken) for anything else? Not needed.
Thus the plan is valid.
Now we must output only the JSON array, no extra text.
Thus final answer is the JSON array as above.
One more nuance: The tool IDs are exactly as given: "set_flag_0", "set_depth_flag_0", "set_depth_flag_1", "set_depth_flag_2", "set_depth_flag_3", "set_depth_flag_4", "set_depth_flag_5", "build_art_0", "publish_art_0", "advance_0", "advance_1", "advance_2", "advance_3". Ensure we use exactly those IDs.
Now produce the JSON array.
Check formatting: Must be a JSON array of objects. Each object must have "tool" and "args". No extra fields.
Thus final output:
[
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_depth_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_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"}}
]
Make sure no trailing commas. Provide as plain JSON.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| 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 | 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 | 0.0 |
| 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 |