Record 72dea93d0d3c4f1e9ed05d15659b55c8
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).
- reporting-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 (reporting-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: 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: 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_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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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. Entity IDs: svc_0 (scheduler-0), svc_1 (reporting-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). Current state: scheduler-0 is down (not yet provisioned). reporting-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.
Goal: all conditions must hold at the end: service 'scheduler-0' must reach at least the 'healthy' state. So we need to bring scheduler-0 to healthy. That requires it to be healthy after health-check. Health-check requires service to be deployed, and depth_flag_1 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy. So we need to provision scheduler-0, configure it, deploy it, publish artifact, set depth_flag_0? Actually depth_flag_0 is required for depth_flag_1? Let's parse tool definitions.
Tool catalog:
- set_depth_flag_0: name set_flag, params: flag: flag. Set depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
Interpretation: To set depth_flag_0, you need flag_0 to be true first? "Requires the flag_0 flag first." Means flag_0 must be set? Actually flag_0 is maintenance_window_open flag. So you need to set flag_0 first? But set_depth_flag_0 sets depth_flag_0, not flag_0. The precondition: it must currently be false (i.e., depth_flag_0 currently false). Requires the flag_0 flag first. Means you must have set flag_0 earlier? Possibly you need to have flag_0 set to true before you can set depth_flag_0? The wording ambiguous. But likely you need to have flag_0 set (maybe to true) before you can set depth_flag_0. However set_flag_0 is a separate tool to set flag_0. So you can set flag_0 via set_flag_0 tool. Then you can set depth_flag_0 via set_depth_flag_0, which requires flag_0 flag first (i.e., flag_0 must be true). So order: set_flag_0 (set flag_0 to true), then set_depth_flag_0 (set depth_flag_0 to true). Then you can set depth_flag_1 via set_depth_flag_1, which requires depth_flag_0 flag first (i.e., depth_flag_0 must be true). So you need to set depth_flag_0 before depth_flag_1.
- build_art_0: build artifact, moves from absent to built. Precondition: artifact must be absent.
- 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.
- advance_1: configure service, moves from provisioned to configured. Precondition: service must be provisioned.
- advance_2: deploy service, moves from configured to deployed. Precondition: service must be configured.
- advance_3: health-check service, moves from deployed to healthy. Precondition: service must be deployed. Requires depth_flag_1 flag to be set. Requires the art_0 artifact to be published.
- decoy_1: warm_cache service, no effect.
- decoy_0: audit_logs service, no effect.
- set_flag_0: set flag_0 flag to true. Precondition: it must currently be false.
Thus to get scheduler-0 to healthy, we need to:
1. Set flag_0 to true (maintenance_window_open). Currently off. Use set_flag_0.
2. Then set depth_flag_0 to true (feature_gate_on). Precondition: depth_flag_0 currently false, and requires flag_0 flag first (i.e., flag_0 must be true). So after step 1, we can set depth_flag_0.
3. Then set depth_flag_1 to true (backup_taken). Precondition: depth_flag_1 currently false, requires depth_flag_0 flag first (i.e., depth_flag_0 must be true). So after step 2, we can set depth_flag_1.
4. Build artifact art_0 (release-image). It is absent. Use build_art_0 with artifact: art_0.
5. Publish artifact art_0 (publish_artifact). Precondition: artifact must be built. So after build, we can publish.
6. Provision service svc_0 (scheduler-0). It is down. Use advance_0 with service: svc_0.
7. Configure service svc_0. Use advance_1 with service: svc_0.
8. Deploy service svc_0. Use advance_2 with service: svc_0.
9. Health-check service svc_0. Use advance_3 with service: svc_0. Preconditions: service must be deployed (we will have deployed it), depth_flag_1 flag must be set (we will have set it), and art_0 artifact must be published (we will have published it). So order must satisfy those.
Thus we need to produce a sequence of tool calls that respects all preconditions and uses at most 18 calls. We need to output only JSON array of objects with "tool": "<tool id>", "args": {...}. No extra text.
We need to decide which tool IDs correspond to each operation.
Tool IDs:
- set_depth_flag_0 -> id: set_depth_flag_0
- build_art_0 -> id: build_art_0
- decoy_1 -> id: decoy_1
- advance_2 -> id: advance_2
- publish_art_0 -> id: publish_art_0
- set_depth_flag_1 -> id: set_depth_flag_1
- decoy_0 -> id: decoy_0
- advance_3 -> id: advance_3
- advance_1 -> id: advance_1
- advance_0 -> id: advance_0
- set_flag_0 -> id: set_flag_0
Thus we need to produce a JSON array of calls in order.
We must ensure each call's precondition holds at that point.
Let's outline steps:
Initial state:
- flag_0 = false
- depth_flag_0 = false
- depth_flag_1 = false
- backup_taken flag is off (depth_flag_1 false)
- maintenance_window_open flag is off (flag_0 false)
- release-image artifact: absent
- db-migration artifact: absent (not needed maybe)
- scheduler-0: down
- reporting-1: down
Goal: scheduler-0 healthy.
We need to set flag_0 true first via set_flag_0.
Then set depth_flag_0 true via set_depth_flag_0 (requires flag_0 true). So after set_flag_0, we can call set_depth_flag_0.
Then set depth_flag_1 true via set_depth_flag_1 (requires depth_flag_0 true). So after set_depth_flag_0, we can call set_depth_flag_1.
Then 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.
Then publish artifact (publish_art_0). Precondition: artifact must be built. After build, it's built. So we can call publish_art_0 with artifact: art_0.
Then provision service svc_0 (advance_0). Precondition: service must be down. It is down. So call advance_0 with service: svc_0.
Then configure service svc_0 (advance_1). Precondition: service must be provisioned. After provision, it's provisioned. So call advance_1 with service: svc_0.
Then deploy service svc_0 (advance_2). Precondition: service must be configured. After configure, it's configured. So call advance_2 with service: svc_0.
Then health-check service svc_0 (advance_3). Precondition: service must be deployed, depth_flag_1 flag set, art_0 published. We will have set depth_flag_1 and published artifact before. So call advance_3 with service: svc_0.
Thus total calls: 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. That's 9 calls. Within 18 limit.
We must ensure that we use exact entity IDs: service: svc_0 for scheduler-0. artifact: art_0 for release-image. flag: flag_0 for maintenance_window_open. depth_flag_0 is depth_flag_0? Actually the flag name is depth_flag_0 (feature_gate_on). The tool set_depth_flag_0 sets depth_flag_0 flag. The param is flag: flag (the flag name?). The description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So the param likely is "flag": "depth_flag_0"? Or maybe just "flag": "flag"? The tool definition: params: flag: flag. So we need to pass a parameter named flag with value being the flag identifier? Probably the flag identifier is "depth_flag_0". So we should pass {"flag": "depth_flag_0"}.
Similarly, set_depth_flag_1 sets depth_flag_1 flag, param flag: "depth_flag_1". set_flag_0 sets flag_0 flag, param flag: "flag_0"? Actually set_flag_0 is "Set the flag_0 flag to true." So param flag: "flag_0". So we need to pass flag: "flag_0". So we need to use correct flag identifiers.
Thus the calls:
1. set_flag_0 with {"flag": "flag_0"}.
2. set_depth_flag_0 with {"flag": "depth_flag_0"}.
3. set_depth_flag_1 with {"flag": "depth_flag_1"}.
4. build_art_0 with {"artifact": "art_0"}.
5. publish_art_0 with {"artifact": "art_0"}.
6. advance_0 with {"service": "svc_0"}.
7. advance_1 with {"service": "svc_0"}.
8. advance_2 with {"service": "svc_0"}.
9. advance_3 with {"service": "svc_0"}.
We must ensure that each call's precondition is satisfied at that point.
Let's simulate:
Initial: flag_0 false, depth_flag_0 false, depth_flag_1 false, artifact art_0 absent, service svc_0 down.
Call 1: set_flag_0 with flag: "flag_0". Precondition: it must currently be false. It is false, so ok. After call, flag_0 becomes true.
Call 2: set_depth_flag_0 with flag: "depth_flag_0". Precondition: it must currently be false (depth_flag_0 currently false) and requires flag_0 flag first (i.e., flag_0 must be true). It is true now, so ok. After call, depth_flag_0 becomes true.
Call 3: set_depth_flag_1 with flag: "depth_flag_1". Precondition: it must currently be false (depth_flag_1 currently false) and requires depth_flag_0 flag first (i.e., depth_flag_0 must be true). It is true, so ok. After call, depth_flag_1 becomes true.
Call 4: build_art_0 with artifact: "art_0". Precondition: artifact must be absent. It is absent, so ok. After call, artifact becomes built.
Call 5: publish_art_0 with artifact: "art_0". Precondition: artifact must be built. It is built, so ok. After call, artifact becomes published.
Call 6: advance_0 with service: "svc_0". Precondition: service must be down. It is down, so ok. After call, service becomes provisioned.
Call 7: advance_1 with service: "svc_0". Precondition: service must be provisioned. It is provisioned, so ok. After call, service becomes configured.
Call 8: advance_2 with service: "svc_0". Precondition: service must be configured. It is configured, so ok. After call, service becomes deployed.
Call 9: advance_3 with service: "svc_0". Precondition: service must be deployed, depth_flag_1 flag set, art_0 artifact published. All true, so ok. After call, service becomes healthy.
Thus we achieve goal.
We must output JSON array of objects each with "tool": "<tool id>", "args": {...}. The order must be as above.
Thus the JSON array:
[
{"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"}}
]
Check that tool IDs are exactly as given: 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. Yes.
Make sure no extra whitespace? JSON array can have whitespace; it's fine.
We must not include any prose, just the JSON array.
Thus final answer is that 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 |