Record 127ee6cc4f3146709bd8bac4b9addb8d
ERRORVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✕ERRORlength
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:
- reporting-0 is currently down (not yet provisioned).
- ledger-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 'reporting-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (reporting-0), svc_1 (ledger-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: build_art_0 | 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_depth_flag_o9 | 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: 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_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: 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: 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_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_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: 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: 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: 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_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: 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_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_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.
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":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"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_de
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service reporting-0 reaching healthy state.
Goal: service 'reporting-0' must reach at least the 'healthy' state.
Current state: both services down. Artifacts absent. Flags all off? Many flags repeated but essentially they're false initially.
We have many set_flag tools with dependencies forming chains. Let's parse them:
List of set_flag tools:
- set_flag_0: sets flag_0 (maintenance_window_open) precondition: flag_0 false. No dependency.
- set_dep_th_flag_0: sets depth_flag_0 (feature_gate_on?) Actually description says depth_flag_0 (feature_gate_on). Wait mapping: They gave entity IDs list includes depth_flag_0 (feature_gate_on). So set_dep_th_flag_0 requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1 (backup_taken?). Actually depth_flag_1 = backup_taken per list. It requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised). Requires depth_flag_1 first.
- set_dep_th_flag_3: sets depth_flag_3 (maintenance_window_open again? duplicate). Requires depth_flag_2 first.
- set_dep_th_flag_4: sets depth_flag_4 (secrets_synced). Requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on). Requires depth_flag_4 first.
- set_dep_th_flag_6: sets depth_flag_6 (backup_taken). Requires depth_flag_5 first.
- set_dep_th_flag_7: sets depth_flag_7 (quota_raised). Requires depth_flag_6 first.
- set_dep_th_flag_8: sets depth_flag_8 (maintenance_window_open). Requires depth_flag_7 first.
- set_depth_flag_o9: sets depth_flag_9 (secrets_synced). Requires depth_flag_8 first.
- set_depth_flag_o10: sets depth_flag_10 (feature_gate_on). Requires depth_flag_9 first.
Thus we have a long chain culminating in depth_flag_10 which is required for health-check tool (adva_nce_3).
Also health-check requires art_0 artifact to be published.
So steps needed:
1. Build artifact art_0 (build_art_0) -> moves from absent to built.
2. Publish artifact art_0 (publish_art_o0) -> built to published.
3. Need to get service reporting-0 through states: down -> provisioned -> configured -> deployed -> healthy.
Provision: adva_nce_0 (provision) requires service down.
Configure: adva_nce_1 (configure) requires provisioned.
Deploy: advance_o2 (deploy) requires configured.
Health-check: adva_nce_3 (health-check) requires deployed, depth_flag_10 true, and art_0 published.
Thus after publishing artifact, we need to set depth_flag_10 via chain.
Chain starts with flag_0 (maintenance_window_open). We'll need to set flag_0 then depth_flag_0 etc up to depth_flag_10.
Let's map each step:
- set_flag_0: sets flag_0 (maintenance_window_open). Precondition: flag_0 false.
- set_dep_th_flag_0: sets depth_flag_0 (feature_gate_on). Requires flag_0.
- set_dep_th_flag_1: sets depth_flag_1 (backup_taken). Requires depth_flag_0.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised). Requires depth_flag_1.
- set_dep_th_flag_3: sets depth_flag_3 (maintenance_window_open). Requires depth_flag_2.
- set_dep_th_flag_4: sets depth_flag_4 (secrets_synced). Requires depth_flag_3.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on). Requires depth_flag_4.
- set_dep_th_flag_6: sets depth_flag_6 (backup_taken). Requires depth_flag_5.
- set_dep_th_flag_7: sets depth_flag_7 (quota_raised). Requires depth_flag_6.
- set_dep_th_flag_8: sets depth_flag_8 (maintenance_window_open). Requires depth_flag_7.
- set_depth_flag_o9: sets depth_flag_9 (secrets_synced). Requires depth_flag_8.
- set_depth_flag_o10: sets depth_flag_10 (feature_gate_on). Requires depth_flag_9.
Thus total 12 set_flag calls plus earlier ones.
Now also note there are duplicate flag names like maintenance_window_open appears multiple times as flag_0, depth_flag_3, depth_flag_8 etc. That's okay.
Now we need to ensure we don't exceed 36 calls. Let's count:
Build artifact: 1
Publish artifact: 1
Set flag chain: 12
Service provisioning steps: provision, configure, deploy, health-check = 4
Total = 1+1+12+4 = 18. Well under limit.
Order: Must satisfy preconditions.
Start: All flags false, artifacts absent, services down.
Step1: build_art_0 (artifact: art_0) - precondition artifact absent => ok.
Step2: publish_art_o0 (artifact: art_0) - precondition built => after step1 it's built, ok.
Now we can start flag chain. However note that some set_flag tools might require certain flags already set; we must follow order.
We'll do set_flag_0 first.
Then set_dep_th_flag_0, set_dep_th_flag_1,... up to set_depth_flag_o10.
After that, we can provision service.
But note: health-check also requires depth_flag_10 true AND artifact published. We'll have both.
Now service steps: provision (adva_nce_0) requires service down (true). After provision, service becomes provisioned.
Configure (adva_nce_1) requires provisioned.
Deploy (advance_o2) requires configured.
Health-check (adva_nce_3) requires deployed, depth_flag_10 true, artifact published.
All good.
Potential issue: Some set_flag tools have names like set_dep_th_flag_0 etc. Ensure we use correct tool IDs exactly as given.
List of tool IDs from catalog:
- build_art_0
- dec-oy_0 (audit logs) ignore
- publish_art_o0
- set_depth_flag_o9
- adva_nce_0 (provision)
- set_dep_th_flag_1
- set_depth_flag_o10
- set_dep-th_flag_6
- adva_nce_3 (health-check)
- set_dep_th_flag_5
- set_dep_th_flag_0
- decoy_o1 (warm_cache)
- adva_nce_1 (configure)
- set_dep_th_flag_8
- set_dep-th_flag_4
- set_dep-th_flag_7
- advance_o2 (deploy)
- set_dep-th_flag_3
- set_flag_0
- set_dep_th_flag_2
Note some IDs have hyphens and underscores weirdly. We must copy exactly.
Let's list each with correct spelling:
1. build_art_0
2. dec-oy_0 (ignore)
3. publish_art_o0
4. set_depth_flag_o9
5. adva_nce_0
6. set_dep_th_flag_1
7. set_depth_flag_o10
8. set_dep-th_flag_6
9. adva_nce_3
10. set_dep_th_flag_5
11. set_dep_th_flag_0
12. decoy_o1
13. adva_nce_1
14. set_dep_th_flag_8
15. set_dep-th_flag_4
16. set_dep-th_flag_7
17. advance_o2
18. set_dep-th_flag_3
19. set_flag_0
20. set_dep_th_flag_2
Check duplicates: set_dep_th_flag_0 appears (tool ID). set_dep_th_flag_1, set_dep_th_flag_2, set_dep_th_flag_5, set_dep_th_flag_8.
Also set_dep-th_flag_3, set_dep-th_flag_4, set_dep-th_flag_6, set_dep-th_flag_7.
And set_depth_flag_o9, set_depth_flag_o10.
Now we need to map each to the flag they set.
From description:
- set_flag_0: sets flag_0 (maintenance_window_open)
- set_dep_th_flag_0: sets depth_flag_0 (feature_gate_on) requires flag_0
- set_dep_th_flag_1: sets depth_flag_1 (backup_taken) requires depth_flag_0
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised) requires depth_flag_1
- set_dep-th_flag_3: sets depth_flag_3 (maintenance_window_open) requires depth_flag_2
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced) requires depth_flag_3
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on) requires depth_flag_4
- set_dep-th_flag_6: sets depth_flag_6 (backup_taken) requires depth_flag_5
- set_dep-th_flag_7: sets depth_flag_7 (quota_raised) requires depth_flag_6
- set_dep_th_flag_8: sets depth_flag_8 (maintenance_window_open) requires depth_flag_7
- set_depth_flag_o9: sets depth_flag_9 (secrets_synced) requires depth_flag_8
- set_depth_flag_o10: sets depth_flag_10 (feature_gate_on) requires depth_flag_9
Thus chain matches.
Now we need to ensure we call them in correct order.
Sequence:
1. build_art_0
2. publish_art_o0
3. set_flag_0
4. set_dep_th_flag_0
5. set_dep_th_flag_1
6. set_dep_th_flag_2
7. set_dep-th_flag_3
8. set_dep-th_flag_4
9. set_dep_th_flag_5
10. set_dep-th_flag_6
11. set_dep-th_flag_7
12. set_dep_th_flag_8
13. set_depth_flag_o9
14. set_depth_flag_o10
15. adva_nce_0 (provision reporting-0)
16. adva_nce_1 (configure reporting-0)
17. advance_o2 (deploy reporting-0)
18. adva_nce_3 (health-check reporting-0)
Check preconditions for each:
- build_art_0: artifact absent (yes)
- publish_art_o0: artifact built (after step1 yes)
- set_flag_0: flag_0 false (yes)
- set_dep_th_flag_0: requires flag_0 true (after step3 yes) and depth_flag_0 false (yes)
- set_dep_th_flag_1: requires depth_flag_0 true (after step4) and depth_flag_1 false
- set_dep_th_flag_2: requires depth_flag_1 true (after step5) and depth_flag_2 false
- set_dep-th_flag_3: requires depth_flag_2 true (after step6) and depth_flag_3 false
- set_dep-th_flag_4: requires depth_flag_3 true (after step7) and depth_flag_4 false
- set_dep_th_flag_5: requires depth_flag_4 true (after step8) and depth_flag_5 false
- set_dep-th_flag_6: requires depth_flag_5 true (after step9) and depth_flag_6 false
- set_dep-th_flag_7: requires depth_flag_6 true (after step10) and depth_flag_7 false
- set_dep_th_flag_8: requires depth_flag_7 true (after step11) and depth_flag_8 false
- set_depth_flag_o9: requires depth_flag_8 true (after step12) and depth_flag_9 false
- set_depth_flag_o10: requires depth_flag_9 true (after step13) and depth_flag_10 false
- adva_nce_0: service reporting-0 down (yes) -> provisioned
- adva_nce_1: service provisioned (yes) -> configured
- advance_o2: service configured (yes) -> deployed
- adva_nce_3: service deployed (yes), depth_flag_10 true (after step14), artifact published (after step2) -> healthy
All good.
Now we need to output JSON array of objects with tool and args.
Args: For build_art_0: {"artifact": "art_0"}
publish_art_o0: {"artifact": "art_0"}
set_flag_0: {"flag": "flag_0"}
set_dep_th_flag_0: {"flag": "depth_flag_0"}
set_dep_th_flag_1: {"flag": "depth_flag_1"}
set_dep_th_flag_2: {"flag": "depth_flag_2"}
set_dep-th_flag_3: {"flag": "depth_flag_3"}
set_dep-th_flag_4: {"flag": "depth_flag_4"}
set_dep_th_flag_5: {"flag": "depth_flag_5"}
set_dep-th_flag_6: {"flag": "depth_flag_6"}
set_dep-th_flag_7: {"flag": "depth_flag_7"}
set_dep_th_flag_8: {"flag": "depth_flag_8"}
set_depth_flag_o9: {"flag": "depth_flag_9"}
set_depth_flag_o10: {"flag": "depth_flag_10"}
adva_nce_0: {"service": "svc_0"}
adva_nce_1: {"service": "svc_0"}
advance_o2: {"service": "svc_0"}
adva_nce_3: {"service": "svc_0"
Make sure to use exact entity IDs: svc_0 for reporting-0, svc_1 for ledger-1 (not used). Artifacts: art_0, art_1. Flags: flag_0, depth_flag_0... etc.
Now produce JSON array.
Check for any extra commas.
Let's craft:
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"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_dep_th_flag_5","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_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"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"}}
]
That's 18 entries.
Double-check tool IDs spelling: set_dep-th_flag_3 etc includes hyphen after dep? In catalog: "set_dep-th_flag_3". Yes.
Similarly set_dep-th_flag_4, set_dep-th_flag_6, set_dep-th_flag_7.
set_dep_th_flag_0, set_dep_th_flag_1, set_dep_th_flag_2, set_dep_th_flag_5, set_dep_th_flag_8 have underscore after dep.
set_depth_flag_o9 and set_depth_flag_o10 have underscore after depth.
adva_nce_0, adva_nce_1, adva_nce_3 have underscore after adva.
advance_o2 has underscore after advance? Actually "advance_o2". Yes.
publish_art_o0: underscore after art? "publish_art_o0". Yes.
build_art_0: "build_art_0".
dec-oy_0: not used.
decoy_o1: not used.
set_dep_th_flag_5 etc.
All good.
Now output only 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 |
| 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 |