Record 2ad92107dece4cd292d2cfda29780bc9
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).
- 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.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open 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 (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), depth_flag_11 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open)
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_dep_th_flag_12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 flag first.
- 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_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: 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: 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_13 flag to be set. Requires the art_0 artifact to be published.
- id: set_flag_0 | 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: 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_depth_flag_o11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 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: 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_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_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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: 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: set_dep_th_flag_10 | 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_13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 flag first.
- id: publish_art_o0 | 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_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_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.
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 42 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_dep-th_flag_3", "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_dep_th_flag_6", "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_dep_th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_depth_flag_o11", "args": {"flag": "depth_flag_11"}},
{"tool": "set_dep_th_flag_12", "args": {"flag": "depth_flag_12"}},
{"tool": "set_dep_th_flag_13", "args": {"flag": "depth_flag_13"}},
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "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 service cache-0 reaching healthy state.
Goal: service 'cache-0' must reach at least the 'healthy' state.
From initial state: services are down (not yet provisioned). So we need to go through states:
Service lifecycle: down -> provisioned via provision tool (adva-nce_0) with precondition service must be down. Then configured via configure (advance_o1) requires service currently provisioned. Then deployed via deploy (advance_o2) requires service currently configured. Then health-check moves from deployed to healthy (adva-nce_3) requires service currently deployed, depth_flag_13 flag set, and art_0 artifact published.
Thus steps needed:
- Provision cache-0 (svc_0): adva-nce_0 {service: svc_0}
- Configure cache-0: advance_o1 {service: svc_0}
- Deploy cache-0: advance_o2 {service: svc_0}
- Ensure depth_flag_13 is true.
- Ensure art_0 artifact is published.
- Run health-check: adva-nce_3 {service: svc_0}
Now we need to satisfy dependencies for flags and artifacts.
Flag chain: many depth flags have prerequisites forming chains. Let's examine each depth flag definition.
List all set_flag tools with their requirements:
- set_dep-th_flag_9: sets depth_flag_9 true, requires depth_flag_8 first.
- set_dep_th_flag_12: sets depth_flag_12 true, requires depth_flag_11 first.
- set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5 first.
- set_dep_th_flag_0: sets depth_flag_0 true, requires flag_0 first.
- set_flag_0: sets flag_0 true, no requirement? Actually only precondition: it must currently be false. No other requirement.
- build_art_o0: builds artifact art_0 from absent to built.
- set_depth_flag_o11: sets depth_flag_11 true, requires depth_flag_10 first.
- set_dep_th_flag_2: sets depth_flag_2 true, requires depth_flag_1 first.
- set_dep_th_flag_8: sets depth_flag_8 true, requires depth_flag_7 first.
- set_dep-th_flag_4: sets depth_flag_4 true, requires depth_flag_3 first.
- set_depth_flag_o5: sets depth_flag_5 true, requires depth_flag_4 first.
- advance_o1: configure service (requires service provisioned)
- set_dep_th_flag_1: sets depth_flag_1 true, requires depth_flag_0 first.
- set_dep_th_flag_10: sets depth_flag_10 true, requires depth_flag_9 first.
- set_dep_th_flag_13: sets depth_flag_13 true, requires depth_flag_12 first.
- publish_art_o0: publishes artifact art_0 (requires built)
- set_dep-th_flag_3: sets depth_flag_3 true, requires depth_flag_2 first.
- set_dep-th_flag_7: sets depth_flag_7 true, requires depth_flag_6 first.
Also there might be duplicate definitions but okay.
So to get depth_flag_13 true, we need depth_flag_12 true then run set_dep_th_flag_13.
Depth_flag_12 needs depth_flag_11 true then set_dep_th_flag_12.
Depth_flag_11 needs depth_flag_10 true then set_depth_flag_o11.
Depth_flag_10 needs depth_flag_9 true then set_dep_th_flag_10.
Depth_flag_9 needs depth_flag_8 true then set_dep-th_flag_9.
Depth_flag_8 needs depth_flag_7 true then set_dep_th_flag_8.
Depth_flag_7 needs depth_flag_6 true then set_dep-th_flag_7.
Depth_flag_6 needs depth_flag_5 true then set_dep_th_flag_6.
Depth_flag_5 needs depth_flag_4 true then set_depth_flag_o5.
Depth_flag_4 needs depth_flag_3 true then set_dep-th_flag_4.
Depth_flag_3 needs depth_flag_2 true then set_dep-th_flag_3.
Depth_flag_2 needs depth_flag_1 true then set_dep_th_flag_2.
Depth_flag_1 needs depth_flag_0 true then set_dep_th_flag_1.
Depth_flag_0 needs flag_0 true then set_dep_th_flag_0.
Flag_0 can be set directly via set_flag_0 (no prerequisite).
Thus we have a long chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 -> depth_flag_7 -> depth_flag_8 -> depth_flag_9 -> depth_flag_10 -> depth_flag_11 -> depth_flag_12 -> depth_flag_13.
All those set_flag tools require the previous flag already true.
Additionally, we need artifact art_0 published: need to build then publish.
Build artifact: build_art_o0 (precondition artifact absent). Initially artifact does not exist yet => absent. So we can call build_art_o0.
Publish artifact: publish_art_o0 (precondition artifact built). After building, we can publish.
Now also note that health-check requires depth_flag_13 flag set AND art_0 artifact published.
Thus overall plan:
1. set_flag_0 (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_depth_flag_o5 (depth_flag_5) [requires depth_flag_4]
8. set_dep_th_flag_6 (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_dep_th_flag_10 (depth_flag_10) [requires depth_flag_9]
13. set_depth_flag_o11 (depth_flag_11) [requires depth_flag_10]
14. set_dep_th_flag_12 (depth_flag_12) [requires depth_flag_11]
15. set_dep_th_flag_13 (depth_flag_13) [requires depth_flag_12]
That's 15 flag setting steps.
But note some tool IDs have weird naming like set_dep-th_flag_0 etc. We'll need to match exactly as given.
Let's list them precisely from catalog:
- set_dep-th_flag_9: name set_flag, param flag: flag (sets depth_flag_9)
- set_dep_th_flag_12: sets depth_flag_12
- set_dep_th_flag_6: sets depth_flag_6
- set_dep_th_flag_0: sets depth_flag_0
- set_flag_0: sets flag_0
- build_art_o0: builds art_0
- advance_o2: deploy service
- set_depth_flag_o11: sets depth_flag_11
- set_dep_th_flag_2: sets depth_flag_2
- set_dep_th_flag_8: sets depth_flag_8
- set_dep-th_flag_4: sets depth_flag_4
- set_depth_flag_o5: sets depth_flag_5
- advance_o1: configure service
- set_dep_th_flag_1: sets depth_flag_1
- set_dep_th_flag_10: sets depth_flag_10
- dec_oy_0: audit logs (ignore)
- set_dep_th_flag_13: sets depth_flag_13
- publish_art_o0: publishes art_0
- set_dep-th_flag_3: sets depth_flag_3
- set_dep-th_flag_7: sets depth_flag_7
- adva-nce_0: provision service
- adva-nce_3: health-check
Check duplicates: There's also set_dep_th_flag_0 etc.
Now ensure ordering matches prerequisites.
Proceed step by step.
First, set_flag_0.
Then set_dep_th_flag_0 (requires flag_0). Good.
Then set_dep_th_flag_1 (requires depth_flag_0). Good.
Set_dep_th_flag_2 (requires depth_flag_1). Good.
Set_dep-th_flag_3 (requires depth_flag_2). Note hyphen vs underscore? It's "set_dep-th_flag_3". Use exactly.
Set_dep-th_flag_4 (requires depth_flag_3). Good.
Set_depth_flag_o5 (requires depth_flag_4). Note tool ID: set_depth_flag_o5 (looks like set_depth_flag_o5). Yes.
Set_dep_th_flag_6 (requires depth_flag_5). Good.
Set_dep-th_flag_7 (requires depth_flag_6). Good.
Set_dep_th_flag_8 (requires depth_flag_7). Good.
Set_dep-th_flag_9 (requires depth_flag_8). Good.
Set_dep_th_flag_10 (requires depth_flag_9). Good.
Set_depth_flag_o11 (requires depth_flag_10). Good.
Set_dep_th_flag_12 (requires depth_flag_11). Good.
Set_dep_th_flag_13 (requires depth_flag_12). Good.
Now after that we have depth_flag_13 true.
Now handle artifact:
build_art_o0 (artifact absent -> built). Precondition: artifact absent. Initially absent, ok.
publish_art_o0 (requires built). After build, ok.
Now service steps:
Provision cache-0: adva-nce_0 {service: svc_0}. Precondition: service down. Initially down, ok.
Configure cache-0: advance_o1 {service: svc_0}. Precondition: service provisioned. After provision, ok.
Deploy cache-0: advance_o2 {service: svc_0}. Precondition: service configured. After configure, ok.
Health-check: adva-nce_3 {service: svc_0}. Precondition: service deployed, depth_flag_13 flag set, art_0 artifact published. After previous steps, all satisfied.
Thus total steps: let's count.
Flag chain: 15 steps.
Artifact: 2 steps.
Service: 4 steps.
Total = 21 steps. Within limit 42.
Now we need to output JSON array of objects with tool and args.
Make sure to use correct entity IDs: service svc_0, artifact art_0, flags as per tool definitions (they just take flag param but we don't need to specify which flag? The tool expects param "flag": "flag"? Actually the description says params: flag: flag. Probably they expect argument "flag": "flag"? But the entity IDs for flags are given like flag_0, depth_flag_0 etc. However the tool definition seems generic: they just set a specific flag (the tool is tied to a specific flag). The param "flag": flag maybe expects the flag entity ID? But the tool is specific to a flag, so maybe the argument is ignored? Usually in these problems, you need to pass the flag entity ID as the flag param. Eg for set_flag_0, you pass {"flag": "flag_0"}? Let's examine: set_flag_0 tool: "Set the flag_0 flag to true. Precondition: it must currently be false." It likely expects argument flag: flag_0. Similarly set_dep_th_flag_0 expects flag: depth_flag_0? But the description says "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So the tool likely expects flag: depth_flag_0. However the param is named "flag": flag. So we should provide the specific flag entity ID.
Thus for each set_flag tool, we need to pass the flag entity ID that it sets.
Let's verify each tool's description includes which flag it sets.
- set_flag_0: sets 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_depth_flag_o5: sets depth_flag_5.
- set_dep_th_flag_6: 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_dep_th_flag_10: sets depth_flag_10.
- set_depth_flag_o11: sets depth_flag_11.
- set_dep_th_flag_12: sets depth_flag_12.
- set_dep_th_flag_13: sets depth_flag_13.
Thus we will supply appropriate flag IDs.
Now for build_art_o0 and publish_art_o0: they take artifact param. Should be "artifact": "art_0".
For service tools: provision, configure, deploy, health-check take service param: "service": "svc_0".
Now check if any other preconditions: For health-check, also requires depth_flag_13 flag set and art_0 artifact published. We'll have those.
Now ensure we haven't missed any duplicate flags like depth_flag_13 appears multiple times in list but that's fine.
Now produce JSON array.
Order:
1. set_flag_0
2. set_dep_th_flag_0
3. set_dep_th_flag_1
4. set_dep_th_flag_2
5. set_dep-th_flag_3
6. set_dep-th_flag_4
7. set_depth_flag_o5
8. set_dep_th_flag_6
9. set_dep-th_flag_7
10. set_dep_th_flag_8
11. set_dep-th_flag_9
12. set_dep_th_flag_10
13. set_depth_flag_o11
14. set_dep_th_flag_12
15. set_dep_th_flag_13
16. build_art_o0
17. publish_art_o0
18. adva-nce_0 (provision)
19. advance_o1 (configure)
20. advance_o2 (deploy)
21. adva-nce_3 (health-check)
Double-check tool IDs spelling exactly as in catalog:
- set_flag_0
- 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_depth_flag_o5
- set_dep_th_flag_6
- set_dep-th_flag_7
- set_dep_th_flag_8
- set_dep-th_flag_9
- set_dep_th_flag_10
- set_depth_flag_o11
- set_dep_th_flag_12
- set_dep_th_flag_13
- build_art_o0
- publish_art_o0
- adva-nce_0
- advance_o1
- advance_o2
- adva-nce_3
Check for hyphens and underscores: "adva-nce_0" has a hyphen between adva and nce? Actually catalog shows "adva-nce_0". Yes.
Similarly "adva-nce_3".
Now "advance_o1" and "advance_o2" are spelled without hyphen.
Now "set_depth_flag_o5" and "set_depth_flag_o11": note letter o (lowercase O) not zero? It's "set_depth_flag_o5" and "set_depth_flag_o11". We'll use exactly.
Now "set_dep-th_flag_3" etc includes a hyphen after dep? It's "set_dep-th_flag_3". Yes.
Now "set_dep-th_flag_4", "set_dep-th_flag_7", "set_dep-th_flag_9". Good.
Now "set_dep_th_flag_6" uses underscore after dep? Actually "set_dep_th_flag_6". Yes.
Now "set_dep_th_flag_8", "set_dep_th_flag_10", "set_dep_th_flag_12", "set_dep_th_flag_13". Also "set_dep_th_flag_0", "_1", "_2".
Now "set_dep_th_flag_6" etc.
Now ensure we didn't miss any needed flag like depth_flag_13 requiring depth_flag_12 which we have.
All good.
Now produce JSON.
Realized dims
| dim | value |
|---|---|
| catalog_size | 23.0 |
| chain_length | 17.0 |
| 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 | 21.0 |
| 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 | 18.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |