Record eb5d4d9a83694da58d3bfaa5c7f52d43
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:
- search-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.
- 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.
GOAL (all conditions must hold at the end):
- service 'search-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-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), depth_flag_7 (quota_raised), depth_flag_8 (maintenance_window_open), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on)
TOOL CATALOG:
- id: set_dep-th_flag_9 | name: set_flag | params: flag: flag
Set the depth_flag_9 flag to true. Precondition: it must currently be false. Requires the depth_flag_8 flag first.
- 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: 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_o5 | 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: set_dep-th_flag_8 | name: set_flag | params: flag: flag
Set the depth_flag_8 flag to true. Precondition: it must currently be false. Requires the depth_flag_7 flag first.
- id: set_dep_th_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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: decoy_o1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: set_depth_flag_o10 | name: set_flag | params: flag: flag
Set the depth_flag_10 flag to true. Precondition: it must currently be false. Requires the depth_flag_9 flag first.
- id: set_depth_flag_o7 | name: set_flag | params: flag: flag
Set the depth_flag_7 flag to true. Precondition: it must currently be false. Requires the depth_flag_6 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: adva-nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: advance_o0 | 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.
- id: set_depth_flag_o4 | 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_depth_flag_o1 | 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: adva-nce_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_10 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_o0 | 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
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 36 tool calls.
Response
[
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_dep-th_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_dep_th_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_o5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_depth_flag_o7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_dep-th_flag_8", "args": {"flag": "depth_flag_8"}},
{"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_depth_flag_o10", "args": {"flag": "depth_flag_10"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "adva-nce_2", "args": {"service": "svc_0"}},
{"tool": "adva-nce_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service search-0 being healthy.
Goal: service 'search-0' must reach at least the 'healthy' state.
Current state: services both down. No artifacts built/published. All flags false.
To get service healthy we need:
Provision -> configured -> deployed -> healthy.
Health check requires depth_flag_10 set AND art_0 artifact published.
Thus steps:
1. Provision search-0 (svc_0) using advance_o0 (provision).
2. Configure search-0 using advance_o1 (configure).
3. Deploy search-0 using adva-nce_2 (deploy).
But note there's also maybe other dependencies like building artifact etc before health-check.
So after deploying, we need to do health-check with adva-nce_3 which needs depth_flag_10 true and art_0 published.
Thus prior to health-check we need to:
- Build artifact art_0 (build_art_0)
- Publish artifact art_0 (publis-h_art_0)
- Set depth_flag_10 via chain of dependent flags.
Depth flags have many layers: they require previous ones.
Let's list all depth flags and their prerequisites as per tool definitions:
depth_flag_0: set by set_depth_flag_o0, precondition: flag_0 must be true? Actually description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So need flag_0 true.
flag_0 is set by set_flag_0 (no prereq). So we can set flag_0 then depth_flag_0.
depth_flag_1: set_depth_flag_o1 requires depth_flag_0 first.
depth_flag_2: set_dep-th_flag_2 requires depth_flag_1 first.
depth_flag_3: set_dep_th_flag_3 requires depth_flag_2 first.
depth_flag_4: set_depth_flag_o4 requires depth_flag_3 first.
depth_flag_5: set_depth_flag_o5 requires depth_flag_4 first.
depth_flag_6: set_depth_flag_o6 requires depth_flag_5 first.
depth_flag_7: set_depth_flag_o7 requires depth_flag_6 first.
depth_flag_8: set_dep-th_flag_8 requires depth_flag_7 first.
depth_flag_9: set_dep-th_flag_9 requires depth_flag_8 first.
depth_flag_10: set_depth_flag_o10 requires depth_flag_9 first.
Thus to set depth_flag_10 we need to set all preceding flags in order plus flag_0.
Also note some duplicate naming: There are multiple entries for same flag? Eg depth_flag_3 appears again later but seems same.
Anyway we need to set flag_0 then depth_flag_0 through depth_flag_10 sequentially.
Now also need to ensure each flag precondition: currently false. Initially all false.
Thus we will need to call set_flag_0, then set_depth_flag_o0, then set_depth_flag_o1, ..., up to set_depth_flag_o10.
Check tool IDs mapping:
- set_flag_0: id: set_flag_0 | name: set_flag | params: flag: flag
- set_depth_flag_o0: id: set_depth_flag_o0 | name: set_flag | params: flag: flag (sets depth_flag_0)
- set_depth_flag_o1: id: set_depth_flag_o1 | name: set_flag | params: flag: flag (sets depth_flag_1)
- set_depth_flag_o2? Not listed directly but we have set_dep-th_flag_2 (maybe typo). Let's see list:
set_dep-th_flag_2: id: set_dep-th_flag_2 | name: set_flag | params: flag: flag (Sets depth_flag_2? It says "Set the depth_flag_2 flag to true". Yes.)
Similarly set_dep_th_flag_3 sets depth_flag_3.
set_depth_flag_o4 sets depth_flag_4.
set_depth_flag_o5 sets depth_flag_5.
set_depth_flag_o6 sets depth_flag_6.
set_depth_flag_o7 sets depth_flag_7.
set_dep-th_flag_8 sets depth_flag_8.
set_dep-th_flag_9 sets depth_flag_9.
set_depth_flag_o10 sets depth_flag_10.
Thus we need those.
Now also need to build and publish artifact.
Build artifact art_0: build_art_0.
Publish artifact art_0: publis-h_art_0.
Now health-check: adva-nce_3 (health-check) requires depth_flag_10 true and art_0 published.
Thus final step: health-check on svc_0.
Now verify ordering constraints: For each set_flag tool, precondition: flag currently false. Also requires certain other flag(s) to be true first (as described). We'll need to ensure we set prerequisites before each.
Sequence:
Start: all false.
Step A: set_flag_0 (flag_0 becomes true). Precondition: flag_0 false (yes). No other prereq.
Step B: set_depth_flag_o0 (depth_flag_0). Precondition: depth_flag_0 false, requires flag_0 true (now true). Good.
Step C: set_depth_flag_o1 (depth_flag_1). Precondition: depth_flag_1 false, requires depth_flag_0 true (now true). Good.
Step D: set_dep-th_flag_2 (depth_flag_2). Precondition: depth_flag_2 false, requires depth_flag_1 true.
Step E: set_dep_th_flag_3 (depth_flag_3). Precondition: depth_flag_3 false, requires depth_flag_2 true.
Step F: set_depth_flag_o4 (depth_flag_4). Precondition: depth_flag_4 false, requires depth_flag_3 true.
Step G: set_depth_flag_o5 (depth_flag_5). Precondition: depth_flag_5 false, requires depth_flag_4 true.
Step H: set_depth_flag_o6 (depth_flag_6). Precondition: depth_flag_6 false, requires depth_flag_5 true.
Step I: set_depth_flag_o7 (depth_flag_7). Precondition: depth_flag_7 false, requires depth_flag_6 true.
Step J: set_dep-th_flag_8 (depth_flag_8). Precondition: depth_flag_8 false, requires depth_flag_7 true.
Step K: set_dep-th_flag_9 (depth_flag_9). Precondition: depth_flag_9 false, requires depth_flag_8 true.
Step L: set_depth_flag_o10 (depth_flag_10). Precondition: depth_flag_10 false, requires depth_flag_9 true.
Now after that we have depth_flag_10 true.
Now we need to build artifact:
Step M: build_art_0 (artifact art_0 from absent to built). Precondition: artifact absent (yes).
Step N: publis-h_art_0 (artifact from built to published). Precondition: artifact built (yes).
Now we need to provision, configure, deploy service.
But note health-check also might require service to be deployed. So we need to do provision/configure/deploy before health-check.
Order could be: provision, configure, deploy, then health-check.
Alternatively we could do artifact steps earlier; doesn't matter.
Now let's list tool IDs exactly as given:
- advance_o0: provision
- advance_o1: configure
- adva-nce_2: deploy (note hyphen? Actually "adva-nce_2" with a hyphen after 'adv'? The string: "adva-nce_2". We'll use exactly that.
- adva-nce_3: health-check
Now confirm each tool's precondition regarding service state.
Provision (advance_o0): service must be down. Initially both down.
Configure (advance_o1): service must be provisioned.
Deploy (adva-nce_2): service must be configured.
Health-check (adva-nce_3): service must be deployed, requires depth_flag_10 true and art_0 published.
Thus after deploy, service is deployed, then health-check moves to healthy.
Now we should also consider if any other flags needed? No.
Now count steps: Let's enumerate.
1 set_flag_0
2 set_depth_flag_o0
3 set_depth_flag_o1
4 set_dep-th_flag_2
5 set_dep_th_flag_3
6 set_depth_flag_o4
7 set_depth_flag_o5
8 set_depth_flag_o6
9 set_depth_flag_o7
10 set_dep-th_flag_8
11 set_dep-th_flag_9
12 set_depth_flag_o10
13 build_art_0
14 publis-h_art_0
15 advance_o0 (provision svc_0)
16 advance_o1 (configure svc_0)
17 adva-nce_2 (deploy svc_0)
18 adva-nce_3 (health-check svc_0)
That's 18 steps, within limit 36.
Need to ensure we use correct entity IDs in args:
For set_flag tools, param "flag": flag entity id? The description: params: flag: flag. Likely expects the flag entity id (like flag_0, depth_flag_0 etc). We need to use the exact IDs given in ENTITY IDS list.
List of 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)
- depth_flag_7 (quota_raised)
- depth_flag_8 (maintenance_window_open)
- depth_flag_9 (secrets_synced)
- depth_flag_10 (feature_gate_on)
... Wait there are duplicates but okay.
Thus we need to map each set_flag tool to appropriate flag entity.
Given the tool names:
- set_flag_0: sets flag_0.
- set_depth_flag_o0: sets depth_flag_0.
- set_depth_flag_o1: sets depth_flag_1.
- set_dep-th_flag_2: sets depth_flag_2.
- set_dep_th_flag_3: sets depth_flag_3.
- set_depth_flag_o4: sets depth_flag_4.
- set_depth_flag_o5: sets depth_flag_5.
- set_depth_flag_o6: sets depth_flag_6.
- set_depth_flag_o7: sets depth_flag_7.
- set_dep-th_flag_8: sets depth_flag_8.
- set_dep-th_flag_9: sets depth_flag_9.
- set_depth_flag_o10: sets depth_flag_10.
Thus we pass flag entity accordingly.
Now for artifact tools:
- build_art_0: params: artifact: artifact. Expect artifact entity id: art_0.
- publis-h_art_0: same.
Now for service tools:
- advance_o0: params: service: service. Expect svc_0 (search-0) or svc_1 (webhooks-1). We need svc_0.
- advance_o1: same.
- adva-nce_2: same.
- adva-nce_3: same.
Now we need to output JSON array of objects: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Make sure to use exact tool IDs as strings.
Let's list them:
1. {"tool": "set_flag_0", "args": {"flag": "flag_0"}}
2. {"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}}
3. {"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}}
4. {"tool": "set_dep-th_flag_2", "args": {"flag": "depth_flag_2"}}
5. {"tool": "set_dep_th_flag_3", "args": {"flag": "depth_flag_3"}}
6. {"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}}
7. {"tool": "set_depth_flag_o5", "args": {"flag": "depth_flag_5"}}
8. {"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}}
9. {"tool": "set_depth_flag_o7", "args": {"flag": "depth_flag_7"}}
10. {"tool": "set_dep-th_flag_8", "args": {"flag": "depth_flag_8"}}
11. {"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}}
12. {"tool": "set_depth_flag_o10", "args": {"flag": "depth_flag_10"}}
13. {"tool": "build_art_0", "args": {"artifact": "art_0"}}
14. {"tool": "publis-h_art_0", "args": {"artifact": "art_0"}}
15. {"tool": "advance_o0", "args": {"service": "svc_0"}}
16. {"tool": "advance_o1", "args": {"service": "svc_0"}}
17. {"tool": "adva-nce_2", "args": {"service": "svc_0"}}
18. {"tool": "adva-nce_3", "args": {"service": "svc_0"}}
Double-check that any tool requires additional preconditions like health-check requiring depth_flag_10 and art_0 published. We have those before step 18.
Now ensure that we didn't miss any needed flags like maintenance_window_open etc. Not required for health-check.
Thus final answer is JSON array.
Let's output.
Realized dims
| dim | value |
|---|---|
| catalog_size | 20.0 |
| chain_length | 14.0 |
| 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 | 18.0 |
| 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 | 15.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |