Record a1a77204542742bda5b9a57f17c5f7ea
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": "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": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"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 might be other services but irrelevant.
Now check flags hierarchy: There's many 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).
But they have dependencies: For setting each depth flag, some require previous ones.
Specifically:
- set_-flag_0 sets flag_0 (maintenance_window_open) to true. No precondition besides currently false.
- set_dep-th_flag_0 sets depth_flag_0 (feature_gate_on) to true. Precondition: it must be false. Requires flag_0 first.
- set_dep_th_flag_1 sets depth_flag_1 (backup_taken) to true. Precondition: false. Requires depth_flag_0 first.
- set_dep_th_flag_2 sets depth_flag_2 (quota_raised) to true. Precondition: false. Requires depth_flag_1 first.
- set_depth_flag_o3 sets depth_flag_3 (maintenance_window_open) to true. Precondition: false. Requires depth_flag_2 first.
- set_dep-th_flag_4 sets depth_flag_4 (secrets_synced) to true. Precondition: false. Requires depth_flag_3 first.
- set_dep_th_flag_5 sets depth_flag_5 (feature_gate_on) to true. Precondition: false. Requires depth_flag_4 first.
- set_depth_flag_o6 sets depth_flag_6 (backup_taken) to true. Precondition: false. Requires depth_flag_5 first.
Thus to get depth_flag_6 true, we need chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
All start false presumably (since all flags off initially). So we need to set them sequentially.
Additionally, we need artifact art_0 published. Artifact starts absent. We 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 steps:
1. Build artifact: build-_art_0 (artifact: art_0)
2. Publish artifact: publis-h_art_0 (artifact: art_0)
Then set flags chain.
Set flag_0: set_-flag_0 (flag: flag_0)
Set depth_flag_0: set_dep-th_flag_0 (flag: flag?) Wait tool names weird: set_dep-th_flag_0 expects flag parameter? It says "Set the depth_flag_0 flag to true." Parameter: flag: flag. Probably we pass flag identifier like depth_flag_0? But entity IDs given: depth_flag_0 is feature_gate_on. However they gave list of entity IDs: 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). So we can refer to those IDs as needed.
Thus to set depth_flag_0 we call set_dep-th_flag_0 with flag: depth_flag_0.
Similarly set_dep_th_flag_1 sets depth_flag_1 etc.
Check naming: set_dep_th_flag_1 likely corresponds to depth_flag_1.
set_depth_flag_o3 corresponds to depth_flag_3.
set_dep-th_flag_4 corresponds to depth_flag_4.
set_dep_th_flag_5 corresponds to depth_flag_5.
set_depth_flag_o6 corresponds to depth_flag_6.
Thus we will call them accordingly.
After flags set, we need to provision, configure, deploy, health-check.
Let's outline steps:
1. build-_art_0 (artifact: art_0)
2. publis-h_art_0 (artifact: art_0)
3. set_-flag_0 (flag: flag_0)
4. set_dep-th_flag_0 (flag: depth_flag_0)
5. set_dep_th_flag_1 (flag: depth_flag_1)
6. set_dep_th_flag_2 (flag: depth_flag_2)
7. set_depth_flag_o3 (flag: depth_flag_3)
8. set_dep-th_flag_4 (flag: depth_flag_4)
9. set_dep_th_flag_5 (flag: depth_flag_5)
10. set_depth_flag_o6 (flag: depth_flag_6)
11. adva-nce_0 (service: svc_0) // provision
12. adva-nce_1 (service: svc_0) // configure
13. advance_o2 (service: svc_0) // deploy
14. advance_o3 (service: svc_0) // health-check -> healthy
That's 14 calls, within limit.
Need to ensure preconditions hold at each step.
Check initial state:
- art_0 absent => build ok.
- After build, art_0 built => publish ok.
- Flags all false initially. Setting flag_0 requires flag_0 false (true). OK.
- After flag_0 true, set depth_flag_0 requires flag_0 true (precondition: requires flag_0 first). Yes.
- After depth_flag_0 true, set depth_flag_1 requires depth_flag_0 true. OK.
- Continue chain.
- After depth_flag_6 true, we can health-check.
- Service states: Initially svc_0 down. Provision moves down->provisioned. Precondition: service down. OK.
- After provision, svc_0 provisioned. Configure moves provisioned->configured. Precondition: provisioned. OK.
- After configure, svc_0 configured. Deploy moves configured->deployed. Precondition: configured. OK.
- After deploy, svc_0 deployed. Health-check moves deployed->healthy. Precondition: deployed, depth_flag_6 true, art_0 published. All satisfied.
Thus plan works.
We should output JSON array of objects with tool and args.
Tool IDs exactly as given: e.g., "build-_art_0", "publis-h_art_0", "set_-flag_0", "set_dep-th_flag_0", "set_dep_th_flag_1", "set_depth_flag_o3", "set_dep-th_flag_4", "set_dep_th_flag_5", "set_depth_flag_o6", "adva-nce_0", "adva-nce_1", "advance_o2", "advance_o3".
Make sure to match hyphens and underscores exactly.
Let's list them:
- build-_art_0
- publis-h_art_0
- set_-flag_0
- set_dep-th_flag_0
- set_dep_th_flag_1
- set_depth_flag_o3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_depth_flag_o6
- adva-nce_0
- adva-nce_1
- advance_o2
- advance_o3
Args: each tool expects param name as shown: For build-_art_0: params: artifact: artifact. So args: {"artifact": "art_0"}.
Similarly publis-h_art_0: {"artifact": "art_0"}.
set_-flag_0: {"flag": "flag_0"}.
set_dep-th_flag_0: {"flag": "depth_flag_0"}.
set_dep_th_flag_1: {"flag": "depth_flag_1"}.
set_depth_flag_o3: {"flag": "depth_flag_3"}.
set_dep-th_flag_4: {"flag": "depth_flag_4"}.
set_dep_th_flag_5: {"flag": "depth_flag_5"}.
set_depth_flag_o6: {"flag": "depth_flag_6"}.
adva-nce_0: {"service": "svc_0"}.
adva-nce_1: {"service": "svc_0"}.
advance_o2: {"service": "svc_0"}.
advance_o3: {"service": "svc_0"}.
Return JSON array.
Check if any duplicate flag names: there are two maintenance_window_open flags: flag_0 and depth_flag_3. That's fine.
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 |