Record af48bce47a294febb0cbed34a3837fa9
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).
- 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.
- 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 '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 (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), 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_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: 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: 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: 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_dep-th_flag_7 | 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: 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: 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: 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: 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: 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_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: 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: set_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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_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: 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: 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_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.
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_o0","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_dep_th_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep-th_flag_7","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_o0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","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 scheduler-0 healthy. Let's parse initial state:
- scheduler-0 (svc_0) is down (not yet provisioned)
- auth-api-1 (svc_1) down
- release-image artifact (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) also absent? Not mentioned but likely absent as well.
- flags all off: many duplicates listed but essentially each flag is false initially.
Goal: service scheduler-0 must be at least healthy.
Thus we need to bring svc_0 through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses adva-nce_0 (provision) requires service down.
Configure uses adva-nce_1 (configure) requires provisioned.
Deploy uses adva_nce_2 (deploy) requires configured.
Health-check uses adva_nce_3 (health-check) requires deployed AND depth_flag_10 set AND art_0 published.
So before health-check we need depth_flag_10 true and art_0 published.
Depth_flag_10 is set via set_depth_flag_o10 which sets depth_flag_10 true, precondition: currently false, requires depth_flag_9 first.
depth_flag_9 set via set_dep-th_flag_9 requiring depth_flag_8.
depth_flag_8 set via set_dep_th_flag_8 requiring depth_flag_7.
depth_flag_7 set via set_dep-th_flag_7 requiring depth_flag_6.
depth_flag_6 set via set_depth_flag_o6 requiring depth_flag_5.
depth_flag_5 set via set_dep_th_flag_5 requiring depth_flag_4.
depth_flag_4 set via set_dep_th_flag_4 requiring depth_flag_3.
depth_flag_3 set via set_dep_th_flag_3 requiring depth_flag_2.
depth_flag_2 set via set_dep-th_flag_2 requiring depth_flag_1.
depth_flag_1 set via set_dep-th_flag_1 requiring depth_flag_0.
depth_flag_0 set via set_dep_th_flag_0 requiring flag_0.
flag_0 set via set_flag_o0 (no prereq).
Thus chain: set_flag_o0 -> set_dep_th_flag_0 -> set_dep-th_flag_1 -> set_dep-th_flag_2 -> set_dep_th_flag_3 -> set_dep_th_flag_4 -> set_dep_th_flag_5 -> set_depth_flag_o6 -> set_dep-th_flag_7 -> set_dep_th_flag_8 -> set_dep-th_flag_9 -> set_depth_flag_o10.
But note some naming variations: there are multiple similar IDs with underscores/hyphens etc. Need to match exactly given IDs.
Let's list them precisely from catalog:
- set_dep_th_flag_3 : set_flag, param flag: flag (sets depth_flag_3). Precondition: currently false. Requires depth_flag_2 flag first.
- set_depth_flag_o6 : set_flag, param flag: flag (sets depth_flag_6). Precondition: currently false. Requires depth_flag_5 flag first.
- set_depth_flag_o10 : set_flag, param flag: flag (sets depth_flag_10). Precondition: currently false. Requires depth_flag_9 flag first.
- set_dep-th_flag_7 : set_flag, param flag: flag (sets depth_flag_7). Precondition: currently false. Requires depth_flag_6 flag first.
- set_dep_th_flag_8 : set_flag, param flag: flag (sets depth_flag_8). Precondition: currently false. Requires depth_flag_7 flag first.
- set_dep_th_flag_4 : set_flag, param flag: flag (sets depth_flag_4). Precondition: currently false. Requires depth_flag_3 flag first.
- set_dep_th_flag_0 : set_flag, param flag: flag (sets depth_flag_0). Precondition: currently false. Requires flag_0 flag first.
- set_flag_o0 : set_flag, param flag: flag (sets flag_0). Precondition: currently false.
- set_dep_th_flag_5 : set_flag, param flag: flag (sets depth_flag_5). Precondition: currently false. Requires depth_flag_4 flag first.
- set_dep-th_flag_9 : set_flag, param flag: flag (sets depth_flag_9). Precondition: currently false. Requires depth_flag_8 flag first.
- set_dep-th_flag_2 : set_flag, param flag: flag (sets depth_flag_2). Precondition: currently false. Requires depth_flag_1 flag first.
- set_dep-th_flag_1 : set_flag, param flag: flag (sets depth_flag_1). Precondition: currently false. Requires depth_flag_0 flag first.
Also other set_flag entries maybe duplicate like set_dep_th_flag_... but above covers needed ones.
Now artifacts: need to build art_0 then publish.
- build_art_o0 : build_artifact, param artifact: artifact (builds art_0 from absent to built). Precondition: artifact must be 'absent'.
- publis_h_art_0 : publish_artifact, param artifact: artifact (publishes art_0 from built to published). Precondition: artifact must be 'built'.
Now services steps:
- adva-nce_0 : provision, param service: service (down->provisioned). Precondition: service down.
- adva-nce_1 : configure, param service: service (provisioned->configured). Precondition: service provisioned.
- adva_nce_2 : deploy, param service: service (configured->deployed). Precondition: service configured.
- adva_nce_3 : health-check, param service: service (deployed->healthy). Precondition: service deployed, requires depth_flag_10 set, requires art_0 published.
Note: There might be other constraints like needing certain flags for provision/configure/deploy? No, only health-check needs those.
Thus overall plan:
1. set_flag_o0 (flag_0)
2. set_dep_th_flag_0 (depth_flag_0) [requires flag_0]
3. set_dep-th_flag_1 (depth_flag_1) [requires depth_flag_0]
4. set_dep-th_flag_2 (depth_flag_2) [requires depth_flag_1]
5. set_dep_th_flag_3 (depth_flag_3) [requires depth_flag_2]
6. set_dep_th_flag_4 (depth_flag_4) [requires depth_flag_3]
7. set_dep_th_flag_5 (depth_flag_5) [requires depth_flag_4]
8. set_depth_flag_o6 (depth_flag_6) [requires depth_flag_5]
9. set_dep-th_flag_7 (depth_flag_7) [requires depth_flag_6]
10. set_dep_th_flag_8 (depth_flag_8) [requires depth_flag_7]
11. set_dep-th_flag_9 (depth_flag_9) [requires depth_flag_8]
12. set_depth_flag_o10 (depth_flag_10) [requires depth_flag_9]
Then build artifact:
13. build_art_o0 (art_0) [absent->built]
14. publis_h_art_0 (art_0) [built->published]
Now service steps:
15. adva-nce_0 (svc_0) provision
16. adva-nce_1 (svc_0) configure
17. adva_nce_2 (svc_0) deploy
18. adva_nce_3 (svc_0) health-check
Check preconditions: For health-check we need depth_flag_10 set (yes after step12) and art_0 published (yes after step14). Also service must be deployed (after step17). Good.
All flags initially false, so each set_flag precondition satisfied if we follow order.
Potential issue: Some set_flag tools have names with hyphens vs underscores; ensure we use correct IDs exactly as given.
List again with exact strings:
From catalog:
- "set_dep_th_flag_3"
- "set_depth_flag_o6"
- "set_depth_flag_o10"
- "set_dep-th_flag_7"
- "set_dep_th_flag_8"
- "set_dep_th_flag_4"
- "set_dep_th_flag_0"
- "set_flag_o0"
- "set_dep_th_flag_5"
- "set_dep-th_flag_9"
- "set_dep-th_flag_2"
- "build_art_o0"
- "dec-oy_1" (ignore)
- "set_dep-th_flag_1"
- "adva_nce_0"? Actually "adva-nce_0" is provision. Wait check: In catalog entry: "adva-nce_0" name: provision. Yes.
- "adva-nce_1" name: configure.
- "adva_nce_2" name: deploy.
- "adva_nce_3" name: health-check.
- "publis_h_art_0" name: publish_artifact.
- "dec_oy_0" audit logs.
- "set_dep-th_flag_6"? Not present.
Ok.
Thus our sequence using those IDs.
Need to output JSON array of objects with "tool": "<tool id>", "args": {"flag": "<entity id>"} or {"service": "<entity id>"}, {"artifact": "<entity id>"}.
For set_flag tools, param is "flag": flag entity id. Which flag entity? They gave list of flag IDs: flag_0 (maintenance_window_open), 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), depth_flag_11? Actually they gave up to depth_flag_10. So mapping: each set_flag tool sets a specific flag; we need to pass the flag entity id corresponding to that flag.
Thus for set_flag_o0, we set flag_0.
set_dep_th_flag_0 sets depth_flag_0.
set_dep-th_flag_1 sets depth_flag_1.
set_dep-th_flag_2 sets depth_flag_2.
set_dep_th_flag_3 sets depth_flag_3.
set_dep_th_flag_4 sets depth_flag_4.
set_dep_th_flag_5 sets depth_flag_5.
set_depth_flag_o6 sets depth_flag_6.
set_dep-th_flag_7 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 args: {"flag": "flag_0"} etc.
For build_art_o0 and publis_h_art_0: param artifact: artifact entity id. Use "art_0".
For provision/configure/deploy/health-check: param service: service entity id. Use "svc_0".
Now verify that we haven't missed any precondition like requiring certain flags for provision etc. No.
Check that we didn't exceed 36 calls: we have 18 calls.
Now ensure ordering respects preconditions: each set_flag requires previous flag set. We have that.
Now double-check that there aren't any alternative tools that could simplify, but this is fine.
One nuance: The catalog includes duplicate flag names: depth_flag_3 appears multiple times? Actually there is flag_0 (maintenance_window_open), 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), depth_flag_11? Actually they gave depth_flag_8, depth_flag_9, depth_flag_10, plus also depth_flag_3 etc. There's redundancy but fine.
Our chain uses depth_flag_0 through depth_flag_10 sequentially, which matches the precondition chain described: each requires previous depth_flag. Indeed set_dep_th_flag_0 requires flag_0, set_dep-th_flag_1 requires depth_flag_0, set_dep-th_flag_2 requires depth_flag_1, set_dep_th_flag_3 requires depth_flag_2, set_dep_th_flag_4 requires depth_flag_3, set_dep_th_flag_5 requires depth_flag_4, set_depth_flag_o6 requires depth_flag_5, set_dep-th_flag_7 requires depth_flag_6, set_dep_th_flag_8 requires depth_flag_7, set_dep-th_flag_9 requires depth_flag_8, set_depth_flag_o10 requires depth_flag_9. This matches.
Thus final answer: JSON array of 18 objects.
Let's construct.
Order:
1. {"tool":"set_flag_o0","args":{"flag":"flag_0"}}
2. {"tool":"set_dep_th_flag_0","args":{"flag":"depth_flag_0"}}
3. {"tool":"set_dep-th_flag_1","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_dep_th_flag_4","args":{"flag":"depth_flag_4"}}
7. {"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}}
8. {"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}}
9. {"tool":"set_dep-th_flag_7","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_o0","args":{"artifact":"art_0"}}
14. {"tool":"publis_h_art_0","args":{"artifact":"art_0"}}
15. {"tool":"adva-nce_0","args":{"service":"svc_0"}}
16. {"tool":"adva-nce_1","args":{"service":"svc_0"}}
17. {"tool":"adva_nce_2","args":{"service":"svc_0"}}
18. {"tool":"adva_nce_3","args":{"service":"svc_0"}}
Check spelling: "adva-nce_0" and "adva-nce_1" have hyphen between va and nce? Actually catalog shows "adva-nce_0". Yes.
"adva_nce_2" and "adva_nce_3" have underscore.
Thus ensure correct.
Now output JSON array.
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 |