Record 3547568601bf44d68c5bbcc8b7364af7
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:
- gateway-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.
GOAL (all conditions must hold at the end):
- service 'gateway-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (gateway-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)
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: 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_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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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: 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: 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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 24 tool calls.
Response
[
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"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": "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 service gateway-0 reaching healthy state.
Goal: service 'gateway-0' must reach at least the 'healthy' state.
Current state: gateway-0 is down (svc_0). Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision) with precondition service down. Then configure uses advance_1 (configure) requires provisioned. Deploy uses advance_2 (deploy) requires configured. Health-check uses advance_3 (health-check) requires deployed AND depth_flag_4 flag set AND art_0 artifact published.
Thus we need:
- Build artifact art_0? Actually publishing artifact moves from built to published. So we need to have artifact built then published. There's also maybe other artifacts but only needed art_0.
So steps:
1. Build art_0: build_art_0 (requires absent). Currently artifact does not exist yet => absent. Good.
2. Publish art_0: publish_art_0 (requires built).
Now flags chain: We need depth_flag_4 set before health-check. Depth flags require preceding ones: depth_flag_0 requires flag_0 (maintenance_window_open?) Wait description: set_depth_flag_0 requires flag_0 flag first. Means precondition: flag_0 must be true? It says "Requires the flag_0 flag first." Likely means flag_0 must be set already. Similarly each subsequent depth flag requires previous depth flag.
Let's parse:
set_depth_flag_0: Set depth_flag_0 to true. Precondition: it must currently be false. Requires the flag_0 flag first.
Thus before we can set depth_flag_0, flag_0 must be true.
Similarly set_depth_flag_1 requires depth_flag_0 first.
set_depth_flag_2 requires depth_flag_1 first.
set_depth_flag_3 requires depth_flag_2 first.
set_depth_flag_4 requires depth_flag_3 first.
Thus we need to set flag_0 via set_flag_0 (which sets flag_0). That's available.
Then we can set depth_flag_0, then depth_flag_1, etc up to depth_flag_4.
Also note there are duplicate flag IDs: flag_0 (maintenance_window_open) appears twice as flag_0 and depth_flag_3? Actually they gave list: 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). Interesting duplication: depth_flag_3 same as flag_0? But anyway treat them as separate flags.
Our required path: set_flag_0 (to set flag_0/maintenance_window_open). Then set_depth_flag_0 (requires flag_0). Then set_depth_flag_1 (requires depth_flag_0). Then set_depth_flag_2 (requires depth_flag_1). Then set_depth_flag_3 (requires depth_flag_2). Then set_depth_flag_4 (requires depth_flag_3). After that we can health-check.
But note: after setting depth_flag_3, we might also need something else? No.
Now check if any other prerequisites: health-check also requires art_0 artifact published (we will do). Also requires depth_flag_4 flag set (we will set). Good.
Now ensure we don't violate any preconditions like trying to set a flag that's already true. Initially all flags off (false). So fine.
Now services: start with svc_0 down.
Sequence:
- advance_0 (provision) svc_0: down->provisioned.
- advance_1 (configure) svc_0: provisioned->configured.
- advance_2 (deploy) svc_0: configured->deployed.
- advance_3 (health-check) svc_0: deployed->healthy (requires depth_flag_4 true and art_0 published).
Now we need to interleave flag setting and artifact building/publishing perhaps before health-check.
We can do artifact steps early.
Potential ordering:
1. build_art_0
2. publish_art_0
3. set_flag_0
4. set_depth_flag_0
5. set_depth_flag_1
6. set_depth_flag_2
7. set_depth_flag_3
8. set_depth_flag_4
9. advance_0 (provision)
10. advance_1 (configure)
11. advance_2 (deploy)
12. advance_3 (health-check)
Check preconditions:
- build_art_0: artifact absent -> ok.
- publish_art_0: after build, artifact built -> ok.
- set_flag_0: flag_0 currently false -> 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 -> 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.
- advance_0: service svc_0 down -> ok (still down because we haven't provisioned yet). Yes.
- advance_1: now provisioned -> ok.
- advance_2: now configured -> ok.
- advance_3: now deployed, depth_flag_4 true, art_0 published -> ok.
All good. Total 12 calls (<24). Output JSON array.
Need to use exact tool IDs and args with entity IDs.
Entity IDs:
- service: svc_0 (gateway-0), svc_1 (webhooks-1) but we only need svc_0.
- artifact: art_0 (release-image), art_1 (db-migration) but we only need art_0.
- flags: flag_0, flag_1, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4.
Thus:
{
"tool": "build_art_0",
"args": {"artifact": "art_0"}
}
{
"tool": "publish_art_0",
"args": {"artifact": "art_0"}
}
{
"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": "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"}
}
Return as JSON array.
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 |