Record 4b5676f752e845d5a15d8d3d23369956
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:
- webhooks-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.
GOAL (all conditions must hold at the end):
- service 'webhooks-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-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)
TOOL CATALOG:
- 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_8 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_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_depth_flag_o8 | 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: 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_0 | 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_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: 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_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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: 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_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_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.
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 32 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_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep-th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"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":"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 webhooks-0 being healthy.
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
From initial state: both services are down (not yet provisioned). So we need to provision, configure, deploy, then health-check.
Health-check requires service currently deployed, depth_flag_8 set, and art_0 artifact published.
Thus steps:
- Ensure art_0 built and published.
- Set flags chain up to depth_flag_8 true.
Flag dependencies: There's many duplicate flags with similar names but different IDs? Let's parse.
List of flags given as entity IDs:
- flag_0 (maintenance_window_open) - appears multiple times? Actually they list several duplicates: maintenance_window_open flag repeated etc. But there are specific flag entities: flag_0, depth_flag_0 through depth_flag_8.
Given CURRENT STATE includes many flags all off: maintenance_window_open flag off (maybe flag_0?), secrets_synced flag off (depth_flag_1?), feature_gate_on flag off (depth_flag_2?), backup_taken flag off (depth_flag_3?), quota_raised flag off (depth_flag_4?). Then again same lines repeated maybe due to copy-paste. Anyway we have flags: flag_0, depth_flag_0..depth_flag_8 all initially false.
Set_flag tools: each sets a particular flag to true, with precondition that it is false, and may require another flag first.
Let's map each set_flag tool:
- set_-flag_0: sets flag_0 to true. Precondition: flag_0 false. No requirement listed? It says "Precondition: it must currently be false." No requires.
- set_dep-th_flag_0: sets depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- set_dep-th_flag_2: sets depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_dep_th_flag_3: sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- set_dep_th_flag_4: sets depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_depth_flag_o5: sets depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- set_depth_flag_o6: sets depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
- set_dep-th_flag_7: sets depth_flag_7 true. Precondition: depth_flag_7 false. Requires depth_flag_6 first.
- set_depth_flag_o8: sets depth_flag_8 true. Precondition: depth_flag_8 false. Requires depth_flag_7 first.
Thus to get depth_flag_8 true we need to set flags in order: 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.
Now also need artifact art_0 published.
Tools for artifact:
- build_art_o0: builds art_0 from absent to built. Precondition: artifact absent.
- publis-h_art_0: publishes art_0 from built to published. Precondition: artifact built.
Thus we need to run build_art_o0 then publis-h_art_0.
Service provisioning:
- adva_nce_0: provision service from down to provisioned. Precondition: service down.
- adva_nce_1: configure service from provisioned to configured. Precondition: service provisioned.
- advance_o2: deploy service from configured to deployed. Precondition: service configured.
Then health-check: adva-nce_3 (health-check) moves service from deployed to healthy. Precondition: service deployed, depth_flag_8 true, art_0 published.
Thus overall sequence:
1. set_-flag_0 (flag_0)
2. set_dep-th_flag_0 (depth_flag_0)
3. set_dep_th_flag_1 (depth_flag_1)
4. set_dep-th_flag_2 (depth_flag_2)
5. set_dep_th_flag_3 (depth_flag_3)
6. set_dep_th_flag_4 (depth_flag_4)
7. set_depth_flag_o5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_dep-th_flag_7 (depth_flag_7)
10. set_depth_flag_o8 (depth_flag_8)
But note some tool IDs have weird naming like "set_-flag_0". We'll need to match exactly as given.
List of tool IDs from catalog:
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
- id: set_depth_flag_o5 | name: set_flag | params: flag: flag
- id: set_depth_flag_o6 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_7 | name: set_flag | params: flag: flag
- id: set_depth_flag_o8 | name: set_flag | params: flag: flag
Check spelling: Some have underscores vs hyphens. Need to use exactly as given.
Also note there are duplicate flag entries for maintenance_window_open etc but we ignore.
Now artifact steps:
- build_art_o0
- publis-h_art_0 (note hyphen after publis? Actually "publis-h_art_0").
Provision steps:
- adva_nce_0
- adva_nce_1
- advance_o2
Health-check:
- adva-nce_3
Now ensure we don't exceed 32 calls. We have 10 flag + 2 artifact + 3 provision + 1 health = 16 calls.
Order: Must set flags before health-check (requires depth_flag_8 and artifact published). Also need artifact published before health-check. Could do flags first, then artifact, then service provisioning, then health-check. Or interleave.
Preconditions for each step:
- set_-flag_0: flag_0 false initially, ok.
- set_dep-th_flag_0: requires flag_0 true, which we will have after step1.
- set_dep_th_flag_1: requires depth_flag_0 true after step2.
- set_dep-th_flag_2: requires depth_flag_1 true after step3.
- set_dep-th_flag_3: requires depth_flag_2 true after step4.
- set_dep_th_flag_4: requires depth_flag_3 true after step5.
- set_depth_flag_o5: requires depth_flag_4 true after step6.
- set_depth_flag_o6: requires depth_flag_5 true after step7.
- set_dep-th_flag_7: requires depth_flag_6 true after step8.
- set_depth_flag_o8: requires depth_flag_7 true after step9.
All good.
Now artifact:
- build_art_o0: artifact absent initially, ok.
- publis-h_art_0: requires artifact built after build_art_o0.
Service:
- adva_nce_0: service down initially, ok.
- adva_nce_1: requires service provisioned after step.
- advance_o2: requires service configured after step.
Health-check:
- adva-nce_3: requires service deployed, depth_flag_8 true, art_0 published.
Thus after we have done flags, artifact, service provisioning, we can health-check.
Potential ordering: flags first, then artifact, then service, then health-check.
Let's list calls in order:
1. {"tool":"set_-flag_0","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_depth_flag_o5","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_depth_flag_o8","args":{"flag":"depth_flag_8"}}
11. {"tool":"build_art_o0","args":{"artifact":"art_0"}}
12. {"tool":"publis-h_art_0","args":{"artifact":"art_0"}}
13. {"tool":"adva_nce_0","args":{"service":"svc_0"}}
14. {"tool":"adva_nce_1","args":{"service":"svc_0"}}
15. {"tool":"advance_o2","args":{"service":"svc_0"}}
16. {"tool":"adva-nce_3","args":{"service":"svc_0"}}
Check tool IDs exactly:
- set_-flag_0 (note leading underscore? Actually "set_-flag_0": starts with set_, then hyphen? The string is "set_-flag_0". We'll output exactly that.
- set_dep-th_flag_0 (note hyphen after dep? "set_dep-th_flag_0")
- set_dep_th_flag_1 (underscore after dep? "set_dep_th_flag_1")
- set_dep-th_flag_2 (hyphen after dep? "set_dep-th_flag_2")
- set_dep-th_flag_3 (same pattern)
- set_dep_th_flag_4
- set_depth_flag_o5 (note "set_depth_flag_o5" with underscore after depth? Actually "set_depth_flag_o5")
- set_depth_flag_o6
- set_dep-th_flag_7
- set_depth_flag_o8
- build_art_o0
- publis-h_art_0 (note hyphen after publis? "publis-h_art_0")
- adva_nce_0
- adva_nce_1
- advance_o2
- adva-nce_3
Make sure to use correct hyphen/underscore.
Now double-check that each tool's param name matches: they all have param "flag": flag, "artifact": artifact, "service": service.
Thus args objects: {"flag":"flag_0"} etc.
Now verify that we haven't missed any precondition like health-check requires depth_flag_8 flag to be set (true) and art_0 artifact published. After step10 depth_flag_8 true, after step12 artifact published. Good.
Now check that we didn't need to set any other flags like maintenance_window_open etc. Not required.
Thus final answer: JSON array of 16 objects.
Let's produce.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |