Record eab40b93c32d44e3a1f070993af215f9
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:
- scheduler-0 is currently down (not yet provisioned).
- scheduler-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 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (scheduler-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: 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: 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: set_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: build_art_o0 | 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_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: adva-nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: 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: 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_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_o0 | 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_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: 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: dec_oy_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_o2 | 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: 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.)
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":"set_flag_o0","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_depth_flag_o2","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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to scheduler-0 being healthy.
Let's parse initial state:
- Services: scheduler-0 (svc_0) is down (not yet provisioned). So its state = down? Actually they say "currently down (not yet provisioned)". Means we can apply provision tool which moves from down to provisioned.
- scheduler-1 also down but irrelevant.
- Artifacts: release-image (art_0) absent. db-migration (art_1) absent.
- Flags: many flags listed multiple times with same names? Let's list unique flags based on description:
From CURRENT STATE lines:
- maintenance_window_open flag is off.
- secrets_synced flag is off.
- feature_gate_on flag is off.
- backup_taken flag is off.
- quota_raised flag is off.
- Then repeated again: maintenance_window_open flag is off.
- secrets_synced flag is off.
- feature_gate_on flag is off.
- backup_taken flag is off.
Thus there are duplicates but essentially each flag initially false.
Now entity IDs mapping given later:
Entity IDs:
Services: svc_0 (scheduler-0), svc_1 (scheduler-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)
So they have duplicate naming: flag_0 corresponds to 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 (duplicate); depth_flag_4 => secrets_synced (dup); depth_flag_5 => feature_gate_on (dup); depth_flag_6 => backup_taken (dup).
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
To get healthy, we need to run health-check tool (advance_o3) on service svc_0, which requires precondition: service must currently be deployed, plus requires depth_flag_6 flag to be set, and requires art_0 artifact to be published.
Thus steps needed:
1. Provision svc_0 (from down -> provisioned): using advance_o0 (provision) param service: svc_0.
2. Configure svc_0 (provisioned -> configured): using adva-nce_1 (configure) param service: svc_0.
3. Deploy svc_0 (configured -> deployed): using adva-nce_2 (deploy) param service: svc_0.
After this, svc_0 is deployed.
Then need depth_flag_6 set true. Depth_flag_6 corresponds to backup_taken (duplicate). To set depth_flag_6, we need to follow chain of dependencies as per set_flag tools.
List set_flag tools:
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on) true. Precondition: it must currently be false. Requires flag_0 flag first.
- set_flag_o0: sets flag_0 (maintenance_window_open) true. Precondition: it must currently be false.
- set_depth_flag_o3: sets depth_flag_3 (maintenance_window_open) true. Precondition: it must currently be false. Requires depth_flag_2 flag first.
- set_depth_flag_o5: sets depth_flag_5 (feature_gate_on) true. Precondition: it must currently be false. Requires depth_flag_4 flag first.
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced) true. Precondition: it must currently be false. Requires depth_flag_3 flag first.
- set_depth_flag_o1: sets depth_flag_1 (backup_taken) true. Precondition: it must currently be false. Requires depth_flag_0 flag first.
- set_depth_flag_o6: sets depth_flag_6 (backup_taken) true. Precondition: it must currently be false. Requires depth_flag_5 flag first.
- set_depth_flag_o2: sets depth_flag_2 (quota_raised) true. Precondition: it must currently be false. Requires depth_flag_1 flag first.
Also note there might be other set_flag tools like set_flag_o0 etc.
Thus to set depth_flag_6 (backup_taken duplicate), we need depth_flag_5 set true first. depth_flag_5 depends on depth_flag_4. depth_flag_4 depends on depth_flag_3. depth_flag_3 depends on depth_flag_2. depth_flag_2 depends on depth_flag_1. depth_flag_1 depends on depth_flag_0. depth_flag_0 requires flag_0 set true first.
And flag_0 is maintenance_window_open (simple flag). There's a set_flag_o0 tool to set flag_0 true (requires flag_0 currently false). No further prerequisites.
Thus chain: set_flag_o0 (flag_0) -> set_depth_flag_o0 (depth_flag_0) -> set_depth_flag_o1 (depth_flag_1) -> set_depth_flag_o2 (depth_flag_2) -> set_depth_flag_o3 (depth_flag_3) -> set_dep-th_flag_4 (depth_flag_4) -> set_depth_flag_o5 (depth_flag_5) -> set_depth_flag_o6 (depth_flag_6).
But careful: some tool names have hyphens etc exactly as given. Need to match them precisely.
List all tool IDs exactly:
- set_depth_flag_o0
- adva-nce_2
- set_flag_o0
- build_art_o0
- set_depth_flag_o3
- adva-nce_1
- advance_o3
- publis-h_art_0
- set_depth_flag_o5
- set_dep-th_flag_4
- advance_o0
- set_depth_flag_o1
- set_depth_flag_o6
- dec_oy_0
- set_depth_flag_o2
- dec-oy_1
Check spelling: Some have hyphens inside like "adva-nce_2", "adva-nce_1". Also "set_dep-th_flag_4" includes a hyphen after dep? It's "set_dep-th_flag_4". And "publis-h_art_0". And "dec-oy_1". We'll need to copy exactly.
Now also need artifact published: art_0 must be published. Steps: build artifact (build_art_o0) from absent to built, then publish (publis-h_art_0) from built to published.
Thus overall plan:
1. set_flag_o0 (flag_0) // maintenance_window_open
2. set_depth_flag_o0 (depth_flag_0) // feature_gate_on
3. set_depth_flag_o1 (depth_flag_1) // backup_taken (first)
4. set_depth_flag_o2 (depth_flag_2) // quota_raised
5. set_depth_flag_o3 (depth_flag_3) // maintenance_window_open (dup)
6. set_dep-th_flag_4 (depth_flag_4) // secrets_synced (dup)
7. set_depth_flag_o5 (depth_flag_5) // feature_gate_on (dup)
8. set_depth_flag_o6 (depth_flag_6) // backup_taken (dup) // now depth_flag_6 true
9. advance_o0 (provision svc_0)
10. adva-nce_1 (configure svc_0)
11. adva-nce_2 (deploy svc_0)
12. build_art_o0 (build art_0)
13. publis-h_art_0 (publish art_0)
14. advance_o3 (health-check svc_0) // requires depth_flag_6 true and art_0 published
That should achieve healthy.
Check preconditions at each step:
Initial state: all flags false, artifacts absent, services down.
Step1 set_flag_o0: precondition flag_0 false -> ok. After, flag_0 true.
Step2 set_depth_flag_o0: precondition depth_flag_0 false, requires flag_0 true -> ok.
Step3 set_depth_flag_o1: precondition depth_flag_1 false, requires depth_flag_0 true -> ok.
Step4 set_depth_flag_o2: precondition depth_flag_2 false, requires depth_flag_1 true -> ok.
Step5 set_depth_flag_o3: precondition depth_flag_3 false, requires depth_flag_2 true -> ok.
Step6 set_dep-th_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true -> ok.
Step7 set_depth_flag_o5: precondition depth_flag_5 false, requires depth_flag_4 true -> ok.
Step8 set_depth_flag_o6: precondition depth_flag_6 false, requires depth_flag_5 true -> ok.
Now depth_flag_6 true.
Step9 advance_o0 (provision svc_0): precondition service svc_0 currently down -> yes.
Step10 adva-nce_1 (configure svc_0): precondition service svc_0 currently provisioned -> after step9 it's provisioned -> ok.
Step11 adva-nce_2 (deploy svc_0): precondition service svc_0 currently configured -> after step10 it's configured -> ok.
Step12 build_art_o0: precondition artifact art_0 absent -> yes.
Step13 publis-h_art_0: precondition artifact art_0 built -> after step12 it's built -> ok.
Step14 advance_o3 (health-check svc_0): precondition service svc_0 currently deployed -> after step11 it's deployed -> ok. Requires depth_flag_6 flag set -> true after step8. Requires art_0 artifact to be published -> after step13 it's published -> ok.
Thus final state: svc_0 healthy.
All good.
We used 14 tool calls, within limit 28.
Need to output JSON array of objects with "tool": "<tool id>", "args": {...}. For each tool, we need to pass the appropriate parameter.
Parameters:
- set_flag_o0: param flag: flag (the flag entity id). According to description: "Set the flag_0 flag to true. Precondition: it must currently be false." The param is flag: flag. The entity id for flag_0 is flag_0. So args: {"flag": "flag_0"}.
- set_depth_flag_o0: sets depth_flag_0. Param flag: flag. Entity id depth_flag_0. So {"flag": "depth_flag_0"}.
- set_depth_flag_o1: sets depth_flag_1. {"flag": "depth_flag_1"}.
- set_depth_flag_o2: sets depth_flag_2. {"flag": "depth_flag_2"}.
- set_depth_flag_o3: sets depth_flag_3. {"flag": "depth_flag_3"}.
- set_dep-th_flag_4: sets depth_flag_4. {"flag": "depth_flag_4"}.
- set_depth_flag_o5: sets depth_flag_5. {"flag": "depth_flag_5"}.
- set_depth_flag_o6: sets depth_flag_6. {"flag": "depth_flag_6"}.
- advance_o0: provision service. Param service: service. Entity id svc_0. {"service": "svc_0"}.
- adva-nce_1: configure service. {"service": "svc_0"}.
- adva-nce_2: deploy service. {"service": "svc_0"}.
- build_art_o0: build artifact. Param artifact: artifact. Entity id art_0. {"artifact": "art_0"}.
- publis-h_art_0: publish artifact. {"artifact": "art_0"}.
- advance_o3: health-check service. {"service": "svc_0"}.
Make sure to use exact tool IDs strings.
Now produce JSON array.
Check ordering: as above.
Let's construct.
[{"tool":"set_flag_o0","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_depth_flag_o2","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_depth_flag_o5","args":{"flag":"depth_flag_5"}},{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},{"tool":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args":{"service":"svc_0"}},{"tool":"adva-nce_2","args":{"service":"svc_0"}},{"tool":"build_art_o0","args":{"artifact":"art_0"}},{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},{"tool":"advance_o3","args":{"service":"svc_0"}}]
Double-check hyphens: "adva-nce_1" and "adva-nce_2". Yes.
"set_dep-th_flag_4": note there is a hyphen after dep? It's "set_dep-th_flag_4". Ensure exactly.
"publis-h_art_0": hyphen after publis? It's "publis-h_art_0".
"advance_o3": correct.
Now output only JSON array.
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 |