Record 53476249818641f586c4b692cfe8d6d1
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:
- scheduler-0 is currently down (not yet provisioned).
- notifier-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.
GOAL (all conditions must hold at the end):
- service 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (notifier-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)
TOOL CATALOG:
- 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_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'.
- 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: 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_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 depth_flag_1 flag to be set. Requires the art_0 artifact to be published.
- 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_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.
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 18 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":"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 'scheduler-0' must reach at least the 'healthy' state.
We have current state:
- scheduler-0 is currently down (not yet provisioned). So its state is 'down' (presumably). Not provisioned.
- notifier-1 is currently down (not yet provisioned). So also 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).
- feature_gate_on flag is off (false). That's depth_flag_0? Actually depth_flag_0 is feature_gate_on flag. depth_flag_1 is backup_taken flag.
- backup_taken flag is off (false). That's depth_flag_1.
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
We need to produce a plan using tool calls. The tool catalog includes many steps.
We need to output only a JSON array of tool calls, each with "tool": "<tool id>", "args": {...}. No extra text.
We can use at most 18 tool calls.
We need to achieve 'healthy' state for scheduler-0. According to tool 'advance_3' health-check moves from 'deployed' to 'healthy', precondition: service must be 'deployed', requires depth_flag_1 flag to be set, requires art_0 artifact to be published.
Thus to get scheduler-0 to healthy, we need to:
- Provision scheduler-0 (down -> provisioned) using advance_0 (provision) with service: svc_0.
- Then configure it (provisioned -> configured) using advance_1 (configure) with service: svc_0. Precondition: service must be provisioned.
- Then deploy it (configured -> deployed) using advance_2 (deploy) with service: svc_0. Precondition: service must be configured.
- Then health-check it (deployed -> healthy) using advance_3 (health-check) with service: svc_0. Preconditions: service must be deployed, depth_flag_1 flag must be set, art_0 artifact must be published.
Thus we need to set depth_flag_1 (backup_taken) flag to true. That requires depth_flag_0 flag first (feature_gate_on). Actually set_depth_flag_1 precondition: it must currently be false. Requires the depth_flag_0 flag first. So we need to set depth_flag_0 first (set_flag_0). Then we can set_depth_flag_1.
Set_flag_0 precondition: it must currently be false. Requires the flag_0 flag first. Wait: set_flag_0 is set_flag with flag: flag_0 (maintenance_window_open). Precondition: it must currently be false. Requires the flag_0 flag first. Actually the description: "set_flag_0 | name: set_flag | params: flag: flag" Set the flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first. Hmm ambiguous: "Requires the flag_0 flag first." Possibly means that flag_0 must be set? Actually flag_0 is the flag itself; maybe they mean that the flag must be set? But precondition is it must currently be false, so you can set it from false to true. The "requires the flag_0 flag first" maybe means you need to have the flag defined? Not sure. But we can assume we can call set_flag_0 to set flag_0 to true, as long as it's currently false, which it is. So we can call set_flag_0 with flag: flag_0.
Then we can call set_depth_flag_1 with flag: depth_flag_1? Actually set_depth_flag_1 takes param flag: flag (presumably depth_flag_1). So we call set_depth_flag_1 with flag: depth_flag_1.
But we also need art_0 artifact to be published. So we need to build artifact art_0 (build_art_0) then publish_artifact (publish_art_0). Build_art_0 precondition: artifact must be absent. It is absent, so we can build it. Then publish_artifact precondition: artifact must be built. So after building, we can publish.
Thus plan steps:
1. set_flag_0 (set flag_0 to true). This may be needed for later? Actually set_depth_flag_0 requires flag_0 flag first. But we need depth_flag_1, which requires depth_flag_0 first. So we need to set depth_flag_0 (feature_gate_on) to true. That is set_depth_flag_0 tool, which sets depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first. So we need flag_0 to be true before we can set depth_flag_0. So we must first set_flag_0 (set flag_0 to true). Then we can set_depth_flag_0 (set depth_flag_0 to true). Then we can set_depth_flag_1 (set depth_flag_1 to true). Actually set_depth_flag_1 precondition: it must currently be false. Requires the depth_flag_0 flag first. So after setting depth_flag_0, we can set depth_flag_1.
Thus we need to set flag_0, then depth_flag_0, then depth_flag_1.
But maybe we can skip setting depth_flag_0? The precondition for set_depth_flag_1 says "Requires the depth_flag_0 flag first." That could mean that depth_flag_0 must be set to true before we can set depth_flag_1. So we need to set depth_flag_0. That requires flag_0 first. So we need to set flag_0, then depth_flag_0, then depth_flag_1.
Thus steps:
- set_flag_0 (flag: flag_0) -> sets maintenance_window_open to true.
- set_depth_flag_0 (flag: depth_flag_0) -> sets feature_gate_on to true.
- set_depth_flag_1 (flag: depth_flag_1) -> sets backup_taken to true.
Now we can build and publish artifact.
- build_art_0 (artifact: art_0) -> builds release-image.
- publish_art_0 (artifact: art_0) -> publishes it.
Now we can provision scheduler-0:
- advance_0 (service: svc_0) -> provision down -> provisioned.
Then configure:
- advance_1 (service: svc_0) -> provisioned -> configured.
Then deploy:
- advance_2 (service: svc_0) -> configured -> deployed.
Now health-check:
- advance_3 (service: svc_0) -> deployed -> healthy, precondition: depth_flag_1 flag set (true) and art_0 published (true). Both satisfied.
Thus we have a sequence of tool calls.
We must ensure we don't exceed 18 calls. Let's count:
1. set_flag_0
2. set_depth_flag_0
3. set_depth_flag_1
4. build_art_0
5. publish_art_0
6. advance_0
7. advance_1
8. advance_2
9. advance_3
That's 9 calls. That's within limit.
But we also have notifier-1 down; maybe not needed. The goal only concerns scheduler-0. So we can ignore notifier-1.
We must use exact entity IDs: services: svc_0 (scheduler-0), svc_1 (notifier-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). So we must refer to them exactly.
Thus tool IDs and args:
- set_flag_0: name "set_flag", params: flag: flag_0. Tool id is "set_flag_0"? Actually the tool catalog lists "id: set_flag_0 | name: set_flag | params: flag: flag". So the tool id is "set_flag_0". So we call {"tool":"set_flag_0","args":{"flag":"flag_0"}}.
- set_depth_flag_0: id "set_depth_flag_0". Params: flag: depth_flag_0. So {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}.
- set_depth_flag_1: id "set_depth_flag_1". Params: flag: depth_flag_1. So {"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}}.
- build_art_0: id "build_art_0". Params: artifact: art_0. So {"tool":"build_art_0","args":{"artifact":"art_0"}}.
- publish_art_0: id "publish_art_0". Params: artifact: art_0. So {"tool":"publish_art_0","args":{"artifact":"art_0"}}.
- advance_0: id "advance_0". Params: service: svc_0. So {"tool":"advance_0","args":{"service":"svc_0"}}.
- advance_1: id "advance_1". Params: service: svc_0. So {"tool":"advance_1","args":{"service":"svc_0"}}.
- advance_2: id "advance_2". Params: service: svc_0. So {"tool":"advance_2","args":{"service":"svc_0"}}.
- advance_3: id "advance_3". Params: service: svc_0. So {"tool":"advance_3","args":{"service":"svc_0"}}.
We must ensure the order respects preconditions.
Let's verify each step's precondition at the moment we call it.
Initial state:
- flag_0 is off (false). So set_flag_0 precondition: must be false. Satisfied.
- depth_flag_0 is off (false). But set_depth_flag_0 precondition: must be false, and requires flag_0 flag first. Actually the description: "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. So we need flag_0 to be set before we can set depth_flag_0. So after we set flag_0, we can set depth_flag_0.
- depth_flag_1 is off (false). Precondition: must be false, and requires depth_flag_0 flag first. So after we set depth_flag_0, we can set depth_flag_1.
- artifact art_0 is absent. So build_art_0 precondition: artifact must be absent. Satisfied.
- After build_art_0, artifact is built. Then publish_art_0 precondition: artifact must be built. Satisfied.
- Service svc_0 is down. So advance_0 precondition: service must be down. Satisfied.
- After provision, service is provisioned. So advance_1 precondition: service must be provisioned. Satisfied.
- After configure, service is configured. So advance_2 precondition: service must be configured. Satisfied.
- After deploy, service is deployed. So advance_3 precondition: service must be deployed, and depth_flag_1 flag must be set, and art_0 artifact must be published. All satisfied after previous steps.
Thus order is correct.
Now we must output JSON array of these objects in order.
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":"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 it's a JSON array, no extra text, no markdown fences.
Check that we used correct tool IDs: "set_flag_0", "set_depth_flag_0", "set_depth_flag_1", "build_art_0", "publish_art_0", "advance_0", "advance_1", "advance_2", "advance_3". All are in catalog.
Now ensure we didn't exceed 18 calls; we have 9.
Thus final answer is the JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 5.0 |
| 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 | 9.0 |
| 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 | 6.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |