Record 528675ed32af4deaad63759f9efdc4ac
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:
- billing-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.
- The backup_taken flag is off.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-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), depth_flag_6 (backup_taken)
TOOL CATALOG:
- 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_6 flag to be set. Requires the art_0 artifact to be published.
- 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_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: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: set_dep_th_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_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: 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_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: publis-h_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: 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: set_depth_flag_o6 | name: set_flag | params: flag: flag
Set the depth_flag_6 flag to true. Precondition: it must currently be false. Requires the depth_flag_5 flag first.
- 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: adva-nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 28 tool calls.
Response
[
{"tool": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "build-_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "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_dep_th_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_dep_th_flag_2", "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": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 being healthy.
Goal: service 'billing-0' must reach at least the 'healthy' state.
Current state: billing-0 is down (svc_0). Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provisioning uses tool "adva-nce_0" (id: adva-nce_0) with param service: service? Actually description: Provision a service, moving it from 'down' to 'provisioned'. Precondition: service must be down.
Configure uses "adva-nce_1": move from provisioned to configured.
Deploy uses "advance_o2": move from configured to deployed.
Health-check uses "advance_o3": move from deployed to healthy. Precondition: service must be deployed, requires depth_flag_6 flag set, requires art_0 artifact published.
Thus we need:
- Provision svc_0 via adva-nce_0.
- Configure svc_0 via adva-nce_1.
- Deploy svc_0 via advance_o2.
- Ensure depth_flag_6 is true.
- Ensure art_0 is published.
- Then run health-check advance_o3 on svc_0.
Also note there are other services but irrelevant.
Now check flags: We have many flag entities: 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), depth_flag_6 (backup_taken).
The initial values: all flags off (false). So we need to set depth_flag_6 true eventually. But setting depth_flag_6 depends on chain: each set_flag tool has precondition requiring previous flag.
List set_flag tools:
- set_-flag_0: sets flag_0 (maintenance_window_open) true. Precondition: flag_0 false. No requirement.
- set_dep-th_flag_0: sets depth_flag_0 (feature_gate_on) true. Precondition: depth_flag_0 false. Requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1 (backup_taken) true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised) true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_depth_flag_o3: sets depth_flag_3 (maintenance_window_open) true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced) true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on) true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- set_depth_flag_o6: sets depth_flag_6 (backup_taken) true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
Thus to get depth_flag_6 true we need to set flags in order: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
Each set_flag tool corresponds accordingly.
Check naming: There's also duplicate names like set_-flag_0 etc. Use exactly those IDs.
Now artifacts: art_0 (release-image) initially absent. Need to build then publish.
Tools:
- build-_art_0: builds art_0 from absent to built. Precondition: artifact absent.
- publis-h_art_0: publishes art_0 from built to published. Precondition: artifact built.
Thus we need to call build-_art_0 then publis-h_art_0.
Now ensure we don't exceed 28 calls.
Sequence:
1. Provision svc_0: adva-nce_0 {service: svc_0}
2. Configure svc_0: adva-nce_1 {service: svc_0}
3. Deploy svc_0: advance_o2 {service: svc_0}
But wait: after provision, service goes to provisioned. After configure, goes to configured. After deploy, goes to deployed.
Now before health-check we need depth_flag_6 true and art_0 published.
We can interleave flag setting and artifact building earlier.
Let's do:
After provision maybe start building artifact while waiting? Artifact building independent of service state.
So steps:
- build-_art_0
- publis-h_art_0
Flag chain: set_-flag_0, set_dep-th_flag_0, set_dep_th_flag_1, set_dep_th_flag_2, set_depth_flag_o3, set_dep-th_flag_4, set_dep_th_flag_5, set_depth_flag_o6
Note careful about IDs spelling: they have hyphens and underscores weirdly. Let's list them exactly as given:
From catalog:
- id: set_-flag_0 | name: set_flag | params: flag: flag
=> tool ID: set_-flag_0
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
=> tool ID: set_dep-th_flag_0
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
=> tool ID: set_dep_th_flag_1
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
=> tool ID: set_depth_flag_o3
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
=> tool ID: set_dep-th_flag_4
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
=> tool ID: set_dep_th_flag_2
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
=> tool ID: set_dep_th_flag_5
- id: set_depth_flag_o6 | name: set_flag | params: flag: flag
=> tool ID: set_depth_flag_o6
Wait ordering: They gave set_dep_th_flag_2 before set_depth_flag_o3? Actually list:
...
- id: set_dep_th_flag_1 | ...
- id: set_depth_flag_o3 | ...
- id: set_dep-th_flag_4 | ...
- id: set_dep_th_flag_2 | ...
- id: set_dep_th_flag_5 | ...
- id: set_depth_flag_o6 | ...
Looks out of order but we must follow preconditions: each requires previous flag.
Thus correct chain based on description:
set_-flag_0 -> flag_0
set_dep-th_flag_0 -> depth_flag_0 requires flag_0
set_dep_th_flag_1 -> depth_flag_1 requires depth_flag_0
set_dep_th_flag_2 -> depth_flag_2 requires depth_flag_1
set_depth_flag_o3 -> depth_flag_3 requires depth_flag_2
set_dep-th_flag_4 -> depth_flag_4 requires depth_flag_3
set_dep_th_flag_5 -> depth_flag_5 requires depth_flag_4
set_depth_flag_o6 -> depth_flag_6 requires depth_flag_5
Thus we need to call them in that order despite the list ordering.
Now artifact: build-_art_0 then publis-h_art_0.
Now health-check: advance_o3 {service: svc_0} requires depth_flag_6 true and art_0 published.
Now we should verify that after deploy, service is deployed, then health-check moves to healthy.
Potential issue: health-check may also require something else? It says: Health-check a service, moving it from 'deployed' to 'healthy'. Precondition: the service must currently be 'deployed'. Requires the depth_flag_6 flag to be set. Requires the art_0 artifact to be published.
Thus fine.
Now total calls:
1. adva-nce_0 (provision svc_0)
2. adva-nce_1 (configure svc_0)
3. advance_o2 (deploy svc_0)
4. build-_art_0
5. publis-h_art_0
6. set_-flag_0
7. set_dep-th_flag_0
8. set_dep_th_flag_1
9. set_dep_th_flag_2
10. set_depth_flag_o3
11. set_dep-th_flag_4
12. set_dep_th_flag_5
13. set_depth_flag_o6
14. advance_o3 (health-check svc_0)
That's 14 calls, within limit.
Check if any precondition missing: For deploy, service must be configured. After step 2, service is configured. Good.
For health-check, service must be deployed. After step 3, service is deployed. Flags and artifact must be ready before health-check. We set flags and artifact after deploy but before health-check. That's fine because health-check only checks current state; flags and artifact are independent of service state.
Thus sequence works.
Now ensure we use correct entity IDs in args: service: svc_0, artifact: art_0, flag: flag_X where flag_X is the flag entity ID.
Flag entity IDs: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6.
Thus for each set_flag tool, args: {"flag": "<flag entity id>"}.
Now confirm tool IDs exactly as given, including hyphens and underscores.
List:
- adva-nce_0
- adva-nce_1
- advance_o2
- build-_art_0
- publis-h_art_0
- set_-flag_0
- set_dep-th_flag_0
- set_dep_th_flag_1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_depth_flag_o6
- advance_o3
Check spelling: "advance_o2" and "advance_o3". Yes.
Now output JSON array.
Make sure each object: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
For tools with single param service or artifact or flag.
Now produce final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |