Record 25839f3d621541d787c889049b54e6d7
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:
- cache-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.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-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), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced)
TOOL CATALOG:
- 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_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_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: 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_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: 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: 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: 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_4 flag to be set. Requires the art_0 artifact to be published.
- 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_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: 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_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 24 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": "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 sequence of tool calls leading to cache-0 healthy.
Goal: service 'cache-0' (svc_0) must reach at least 'healthy'.
Current state: all services down? It says cache-0 is currently down (not yet provisioned). Notifier-1 also down. So both services start as down.
We have flags: maintenance_window_open flag is off (flag_0?), but there's duplication: they list 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). There seems duplicate naming: flag_0 same as depth_flag_3? Actually they gave two sets: top-level flags maybe used by some tools like set_flag_0 which sets flag_0. Then depth flags used by other set_flag tools with dependencies.
Let's parse each tool:
- set_flag_0: sets flag_0 (maintenance_window_open) to true. Precondition: flag_0 currently false.
- set_depth_flag_0: sets depth_flag_0 (feature_gate_on) to true. Precondition: depth_flag_0 false, requires flag_0 first.
- set_depth_flag_1: sets depth_flag_1 (backup_taken) true. Precondition: depth_flag_1 false, requires depth_flag_0 first.
- set_depth_flag_2: sets depth_flag_2 (quota_raised) true. Precondition: depth_flag_2 false, requires depth_flag_1 first.
- set_depth_flag_3: sets depth_flag_3 (maintenance_window_open) true. Precondition: depth_flag_3 false, requires depth_flag_2 first.
- set_depth_flag_4: sets depth_flag_4 (secrets_synced) true. Precondition: depth_flag_4 false, requires depth_flag_3 first.
Thus we can chain setting flags up to depth_flag_4 via sequential dependencies requiring previous ones.
Now artifacts: art_0 (release-image) initially absent. We have build_art_0 (build artifact) precondition: artifact absent -> built. Then publish_art_0 (publish artifact) precondition: built -> published.
Health-check tool (advance_3): health-check a service, moving it from deployed to healthy. Precondition: service must be deployed. Requires depth_flag_4 flag to be set. Requires the art_0 artifact to be published.
So to get svc_0 healthy, we need to:
1. Provision svc_0 (advance_0) from down to provisioned.
2. Configure svc_0 (advance_1) from provisioned to configured.
3. Deploy svc_0 (advance_2) from configured to deployed.
4. Health-check svc_0 (advance_3) from deployed to healthy, requiring depth_flag_4 true and art_0 published.
Thus before step 4 we need depth_flag_4 true and art_0 published.
To get depth_flag_4 true, we need to set flags sequentially: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
Each set_flag tool takes param flag: flag (the flag entity id?). They said params: flag: flag. Likely we need to pass the flag identifier (like flag_0 etc). Use exact ids given: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4.
Thus we need calls:
set_flag_0 with args {"flag": "flag_0"}
set_depth_flag_0 with args {"flag": "depth_flag_0"}
set_depth_flag_1 with args {"flag": "depth_flag_1"}
set_depth_flag_2 with args {"flag": "depth_flag_2"}
set_depth_flag_3 with args {"flag": "depth_flag_3"}
set_depth_flag_4 with args {"flag": "depth_flag_4"}
Preconditions: each requires previous flag true. Starting state: all flags off (false). So we can do them in order.
For artifact: build_art_0 then publish_art_0.
Now check if any other constraints: The health-check also requires art_0 artifact to be published. So after publish_art_0 we have published.
Also note that there are duplicate flag names: maintenance_window_open appears as flag_0 and depth_flag_3. But that's okay.
Now ensure we don't exceed 24 calls. Let's count:
Provision: 1
Configure: 1
Deploy: 1
Health-check: 1
Set flags: 6
Build artifact: 1
Publish artifact: 1
Total = 1+1+1+1+6+1+1 = 12 calls. Under limit.
Now we need to output JSON array of objects with tool and args.
Tool IDs: we need to refer to the tool IDs given in catalog.
List:
- advance_0: provision
- advance_1: configure
- advance_2: deploy
- advance_3: health-check
- set_flag_0: set_flag (flag_0)
- set_depth_flag_0: set_flag (depth_flag_0)
- set_depth_flag_1: set_flag (depth_flag_1)
- set_depth_flag_2: set_flag (depth_flag_2)
- set_depth_flag_3: set_flag (depth_flag_3)
- set_depth_flag_4: set_flag (depth_flag_4)
- build_art_0: build_artifact
- publish_art_0: publish_artifact
Now order: we need to set flags before health-check, but can we set flags earlier? Yes any time as long as preconditions satisfied. Also need artifact built/published before health-check.
We could interleave but simplest: do all flag setting first, then artifact build/publish, then service provision/configure/deploy/health-check.
But note: health-check requires depth_flag_4 true and art_0 published. So after those are done we can health-check.
Provisioning service does not depend on flags. So we can do service steps before or after flags; doesn't matter.
Let's produce sequence:
1. set_flag_0 (flag_0)
2. set_depth_flag_0 (depth_flag_0)
3. set_depth_flag_1 (depth_flag_1)
4. set_depth_flag_2 (depth_flag_2)
5. set_depth_flag_3 (depth_flag_3)
6. set_depth_flag_4 (depth_flag_4)
7. build_art_0 (artifact art_0)
8. publish_art_0 (artifact art_0)
9. advance_0 (service svc_0) provision
10. advance_1 (service svc_0) configure
11. advance_2 (service svc_0) deploy
12. advance_3 (service svc_0) health-check
Check preconditions:
- set_flag_0: flag_0 false initially -> ok.
- set_depth_flag_0: requires flag_0 true (now true) and depth_flag_0 false -> ok.
- set_depth_flag_1: requires depth_flag_0 true (now true) and depth_flag_1 false -> ok.
- set_depth_flag_2: requires depth_flag_1 true -> ok.
- set_depth_flag_3: requires depth_flag_2 true -> ok.
- set_depth_flag_4: requires depth_flag_3 true -> ok.
- build_art_0: artifact absent -> ok.
- publish_art_0: artifact built -> ok.
- advance_0: service svc_0 down -> ok.
- advance_1: service svc_0 provisioned -> after provision, yes.
- advance_2: service svc_0 configured -> after configure, yes.
- advance_3: service svc_0 deployed -> after deploy, yes. Requires depth_flag_4 true (set) and art_0 published (published). Both true.
Thus goal achieved.
Now output JSON array.
Make sure each object: {"tool": "<tool id>", "args": {"flag": "<flag id>"} etc}. For service tools args: {"service": "svc_0"}.
For artifact tools: {"artifact": "art_0"}.
Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |