Record 3e4430c689de494cbe01cf630d2e28a0
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).
- auth-api-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 '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 (auth-api-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_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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_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_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_6 flag to be set. Requires the art_0 artifact to be published.
- 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: set_dep_th_flag_6 | 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_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: 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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_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.
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_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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"advance_o2","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 cache-0 being healthy.
Goal: service 'cache-0' (svc_0) must be at least 'healthy'.
Current state: all services are down (not yet provisioned). So we need to go through steps:
Provision -> Configure -> Deploy -> Health-check.
But there are many flags required as preconditions for certain actions like health-check requires depth_flag_6 and artifact art_0 published.
Also other flags have dependencies chain: each set_flag depends on previous ones etc.
Let's list relevant tools:
- set_flag_0: sets flag_0 (maintenance_window_open) to true. No precondition? It says "Precondition: it must currently be false." That's fine.
- set_dep_th_flag_0: sets depth_flag_0 (feature_gate_on?) Actually description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first."
So before setting depth_flag_0, flag_0 must be true.
- set_dep_th_flag_1: sets depth_flag_1 (maybe something else) requiring depth_flag_0.
- set_dep_th_flag_2: sets depth_flag_2 requiring depth_flag_1.
- set_depth_flag_o3: sets depth_flag_3 requiring depth_flag_2.
- set_depth_flag_o4: sets depth_flag_4 requiring depth_flag_3.
- set_dep_th_flag_5: sets depth_flag_5 requiring depth_flag_4.
- set_dep_th_flag_6: sets depth_flag_6 requiring depth_flag_5.
Thus we have a chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
Health-check also requires depth_flag_6 and artifact art_0 published.
Now building artifact: build_art_o0 builds art_0 from absent to built. Then publis-h_art_0 publishes from built to published.
Thus we need to do those.
Service flow: For svc_0 (cache-0):
- adva-nce_0: provision (from down to provisioned).
- advance_o1: configure (from provisioned to configured).
- advance_o2: deploy (from configured to deployed).
- adva-nce_3: health-check (from deployed to healthy) with requirements depth_flag_6 and art_0 published.
Similarly maybe we could ignore auth-api-1 but not needed.
Thus overall tasks:
1. Ensure flag_0 true via set_flag_0.
2. Set depth_flag_0 via set_dep_th_flag_0 (requires flag_0).
3. Set depth_flag_1 via set_dep_th_flag_1 (requires depth_flag_0).
4. Set depth_flag_2 via set_dep_th_flag_2 (requires depth_flag_1).
5. Set depth_flag_3 via set_depth_flag_o3 (requires depth_flag_2).
6. Set depth_flag_4 via set_depth_flag_o4 (requires depth_flag_3).
7. Set depth_flag_5 via set_dep_th_flag_5 (requires depth_flag_4).
8. Set depth_flag_6 via set_dep_th_flag_6 (requires depth_flag_5).
9. Build artifact art_0: build_art_o0.
10. Publish artifact art_0: publis-h_art_0.
11. Provision svc_0: adva-nce_0.
12. Configure svc_0: advance_o1.
13. Deploy svc_0: advance_o2.
14. Health-check svc_0: adva-nce_3.
That's total 14 calls.
Check if any extra prerequisites: Some tools require specific entity IDs: they accept param "flag" which expects one of the defined flag IDs? In definitions they say e.g., set_flag_0 takes flag: flag. Likely we pass the flag identifier string exactly as given: e.g., "flag_0". Similarly for depth flags: "depth_flag_0", etc.
For artifacts: artifact param expects "art_0".
For service: param expects "svc_0" or "svc_1".
Thus our JSON objects should look like:
{"tool":"set_flag_0","args":{"flag":"flag_0"}}
...
Make sure ordering respects preconditions.
Start state: All flags false. Artifact absent. Services down.
Step by step:
After set_flag_0: flag_0 true.
Then set_dep_th_flag_0: needs flag_0 true => ok.
Set depth_flag_0 true.
Set_dep_th_flag_1: needs depth_flag_0 true => ok.
Set depth_flag_1 true.
Set_dep_th_flag_2: needs depth_flag_1 true => ok.
Set depth_flag_2 true.
Set_depth_flag_o3: needs depth_flag_2 true => ok.
Set depth_flag_3 true.
Set_depth_flag_o4: needs depth_flag_3 true => ok.
Set depth_flag_4 true.
Set_dep_th_flag_5: needs depth_flag_4 true => ok.
Set depth_flag_5 true.
Set_dep_th_flag_6: needs depth_flag_5 true => ok.
Set depth_flag_6 true.
Build artifact: build_art_o0: artifact absent initially, so ok.
Publish artifact: after built, ok.
Provision svc_0: adva-nce_0: service down => ok.
Configure svc_0: advance_o1: now provisioned => ok.
Deploy svc_0: advance_o2: now configured => ok.
Health-check svc_0: adva-nce_3: requires depth_flag_6 true and artifact published => both satisfied, service deployed => ok => moves to healthy.
Thus final state includes svc_0 healthy.
All good.
Need to output JSON array only.
Let's construct.
List of tool IDs exactly as given:
- set_flag_0
- set_dep_th_flag_0
- set_dep_th_flag_1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_depth_flag_o4
- set_dep_th_flag_5
- set_dep_th_flag_6
- build_art_o0
- publis-h_art_0 (note hyphen? The ID is "publis-h_art_0")
- adva-nce_0 (ID: "adva-nce_0")
- advance_o1 (ID: "advance_o1")
- advance_o2 (ID: "advance_o2")
- adva-nce_3 (ID: "adva-nce_3")
Double-check naming: There are some variations due to formatting. Let's re-express each line from catalog:
Catalog entries:
- id: set_dep_th_flag_0 | name: set_flag | params: flag: flag
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: advance_o2 | name: deploy | params: service: service
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: adva-nce_3 | name: health-check | params: service: service
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: advance_o1 | name: configure | params: service: service
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: adva-nce_0 | name: provision | params: service: service
- id: decoy_o0 | name: audit_logs ...
- id: dec-oy_1 | name: warm_cache ...
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
- id: set_depth_flag_o4 | name: set_flag | params: flag: flag
Note there are two duplicate lines for maintenance_window_open flag etc but irrelevant.
Thus correct IDs:
set_flag_0
set_dep_th_flag_0
set_dep-th_flag_1 (note hyphen after dep? Actually "set_dep-th_flag_1")
set_dep_th_flag_2
set_depth_flag_o3
set_depth_flag_o4
set_dep_th_flag_5
set_dep_th_flag_6
build_art_o0
publis-h_art_0
advance_o2
advance_o1
adva-nce_0
adva-nce_3
Wait also there is "set_dep_th_flag_0" vs "set_dep_th_flag_0"? Already accounted.
Check "set_dep-th_flag_1": includes a hyphen between dep and th? Actually "set_dep-th_flag_1". We'll need to match exactly.
Similarly "set_dep_th_flag_2": underscore.
"set_dep_th_flag_5": underscore.
"set_dep_th_flag_6": underscore.
Ok.
Now ensure we use correct IDs in tool calls.
Sequence:
1. set_flag_0
2. set_dep_th_flag_0
3. set_dep-th_flag_1
4. set_dep_th_flag_2
5. set_depth_flag_o3
6. set_depth_flag_o4
7. set_dep_th_flag_5
8. set_dep_th_flag_6
9. build_art_o0
10. publis-h_art_0
11. adva-nce_0
12. advance_o1
13. advance_o2
14. adva-nce_3
Check preconditions for each:
- set_flag_0: flag_0 false initially -> ok.
- set_dep_th_flag_0: requires flag_0 true (now true) -> ok.
- set_dep-th_flag_1: requires depth_flag_0 true (we just set) -> ok.
- set_dep_th_flag_2: requires depth_flag_1 true (just set) -> ok.
- set_depth_flag_o3: requires depth_flag_2 true -> ok.
- set_depth_flag_o4: requires depth_flag_3 true -> ok.
- set_dep_th_flag_5: requires depth_flag_4 true -> ok.
- set_dep_th_flag_6: requires depth_flag_5 true -> ok.
- build_art_o0: artifact absent -> ok.
- publis-h_art_0: artifact built -> ok.
- adva-nce_0: service down -> ok.
- advance_o1: service provisioned -> ok.
- advance_o2: service configured -> ok.
- adva-nce_3: service deployed, depth_flag_6 true, artifact published -> ok.
Thus valid.
Now produce JSON array.
Each element: {"tool":"<id>","args":{"flag":"<flag_id>"} etc}.
For artifact and service calls, args accordingly.
Let's craft.
Be careful about quoting.
Final answer: a JSON array.
Let's write:
[
{"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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Check length: 14 <= 28.
Return only this JSON.
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 |