Record e35ef72ff00f4f6eb30dcbff316a5cd5
FAILVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✕FAILanswered "]"
Why did it fail?
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).
- billing-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 '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 (billing-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_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: 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_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: 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_depth_flag_o7 | 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: set_depth_flag_o2 | 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_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: 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: 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: 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_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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_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: 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_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: adva_nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
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_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_depth_flag_o2","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_depth_flag_o7","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_dep-th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"build-_art_0","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":"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 cache-0 being healthy.
Goal: service 'cache-0' (svc_0) must be at least healthy.
Current state: all services down, artifacts absent/nonexistent? Actually says release-image artifact does not exist yet, db-migration artifact does not exist yet. So both artifacts are absent.
All flags off: many duplicates but essentially each flag is false.
We have various set_flag tools with dependencies among them forming chains:
Let's list unique flags we see:
flag_0 (maintenance_window_open)
depth_flag_0 (feature_gate_on)
depth_flag_1 (??) maybe something else?
depth_flag_2 (quota_raised)
depth_flag_3 (maintenance_window_open)??? Wait they gave mapping: They listed entity IDs: 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).
Thus there are multiple copies representing same logical concept perhaps used as steps.
The set_flag tools refer to specific depth_flag numbers.
List of set_flag tools:
- set_dep_th_flag_1 : sets depth_flag_1 (requires depth_flag_0)
- set_advance_3? No that's health-check.
- set_dep-th_flag_10 : sets depth_flag_10 (requires depth_flag_9)
- set_dep_th_flag_0 : sets depth_flag_0 (requires flag_0)
- set_depth_flag_o7 : sets depth_flag_7 (requires depth_flag_6)
- set_depth_flag_o2 : sets depth_flag_2 (requires depth_flag_1)
- set_dep_th_flag_6 : sets depth_flag_6 (requires depth_flag_5)
- set_dep-th_flag_5 : sets depth_flag_5 (requires depth_flag_4)
- set_depth_flag_o9 : sets depth_flag_9 (requires depth_flag_8)
- set_flag_0 : sets flag_0 (no prereq)
- set_dep_th_flag_4 : sets depth_flag_4 (requires depth_flag_3)
- set_dep-th_flag_8 : sets depth_flag_8 (requires depth_flag_7)
- set_dep-th_flag_3 : sets depth_flag_3 (requires depth_flag_2)
Also other tools: build_artifact (_build-art_0): builds art_0 from absent to built.
publish_artifact (publis-h_art_0): publishes art_0 from built to published.
Provision service (adva-nce_0): moves service from down to provisioned.
Configure service (advance_o1): moves from provisioned to configured.
Deploy service (adva_nce_2): moves from configured to deployed.
Health-check service (adva_nce_3): moves from deployed to healthy (requires depth_flag_10 flag set AND art_0 artifact published).
So path to get svc_0 healthy:
Need to provision svc_0 -> configure -> deploy -> health-check.
But also need art_0 published before health-check.
And need depth_flag_10 set before health-check.
Depth_flag_10 requires depth_flag_9 set via set_dep-th_flag_10.
Depth_flag_9 requires depth_flag_8 set via set_depth_flag_o9.
Depth_flag_8 requires depth_flag_7 set via set_dep-th_flag_8.
Depth_flag_7 requires depth_flag_6 set via set_depth_flag_o7.
Depth_flag_6 requires depth_flag_5 set via set_dep_th_flag_6.
Depth_flag_5 requires depth_flag_4 set via set_dep-th_flag_5.
Depth_flag_4 requires depth_flag_3 set via set_dep_th_flag_4.
Depth_flag_3 requires depth_flag_2 set via set_dep-th_flag_3.
Depth_flag_2 requires depth_flag_1 set via set_depth_flag_o2.
Depth_flag_1 requires depth_flag_0 set via set_dep_th_flag_1.
Depth_flag_0 requires flag_0 set via set_dep_th_flag_0.
Flag_0 can be set directly via set_flag_0 (no prereq).
Thus chain: set_flag_0 -> set_dep_th_flag_0 -> set_dep_th_flag_1 -> set_depth_flag_o2 -> set_dep_th_flag_3 -> set_dep_th_flag_4 -> set_dep_th_flag_5 -> set_dep_th_flag_6 -> set_depth_flag_o7 -> set_dep-th_flag_8 -> set_depth_flag_o9 -> set_dep-th_flag_10.
Check ordering: after setting depth_flag_0, we can set depth_flag_1 (requires depth_flag_0). After depth_flag_1, we can set depth_flag_2 (requires depth_flag_1). Then depth_flag_3 requires depth_flag_2, etc.
Now note some naming mismatches: For example set_depth_flag_o2 expects param flag: flag (the flag identifier?). It likely expects the flag entity id like "depth_flag_2". We'll assume we pass flag: "depth_flag_2".
Similarly others.
Now we also need to build and publish art_0.
Build artifact: build-_art_0 (note hyphen?). Tool id: "build-_art_0". Name: build_artifact. Params: artifact: artifact. Precondition: artifact must be 'absent'. Currently art_0 absent. Good.
Publish artifact: publis-h_art_0 (id). Name: publish_artifact. Params: artifact: artifact. Precondition: artifact must be 'built'.
Now service provisioning: Need to provision svc_0 then configure then deploy.
Tools:
- adva-nce_0: provision service. Params: service: service. Precondition: service down. Currently svc_0 down. Also svc_1 down but irrelevant.
- advance_o1: configure service. Params: service: service. Precondition: service provisioned.
- adva_nce_2: deploy service. Params: service: service. Precondition: service configured.
- adva_nce_3: health-check service. Params: service: service. Precondition: service deployed. Additionally requires depth_flag_10 flag set and art_0 artifact published.
Thus final step: health-check svc_0.
Now ensure we don't exceed 36 calls. Let's count.
Chain length for flags: Starting from flag_0 set, then depth_flag_0,... up to depth_flag_10 inclusive = 12 steps? Let's enumerate:
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_depth_flag_o2 (depth_flag_2)
5. set_dep-th_flag_3 (depth_flag_3)
6. set_dep-th_flag_4 (depth_flag_4)
7. set_dep-th_flag_5 (depth_flag_5)
8. set_dep_th_flag_6 (depth_flag_6)
9. set_depth_flag_o7 (depth_flag_7)
10. set_dep-th_flag_8 (depth_flag_8)
11. set_depth_flag_o9 (depth_flag_9)
12. set_dep-th_flag_10 (depth_flag_10)
That's 12.
Then build artifact: 13.
Publish artifact: 14.
Provision svc_0: 15.
Configure svc_0: 16.
Deploy svc_0: 17.
Health-check svc_0: 18.
Total 18 calls <36.
We should verify precondition checks: At each step, ensure required flags are set.
Start: All flags false.
Step1 set_flag_0: precondition flag_0 false => ok. After this flag_0 true.
Step2 set_dep_th_flag_0: requires flag_0 true (precondition depth_flag_0 false). Ok.
After step2 depth_flag_0 true.
Step3 set_dep_th_flag_1: requires depth_flag_0 true. Ok.
After step3 depth_flag_1 true.
Step4 set_depth_flag_o2: requires depth_flag_1 true. Ok.
After step4 depth_flag_2 true.
Step5 set_dep-th_flag_3: requires depth_flag_2 true. Ok.
After step5 depth_flag_3 true.
Step6 set_dep-th_flag_4: requires depth_flag_3 true. Ok.
After step6 depth_flag_4 true.
Step7 set_dep-th_flag_5: requires depth_flag_4 true. Ok.
After step7 depth_flag_5 true.
Step8 set_dep_th_flag_6: requires depth_flag_5 true. Ok.
After step8 depth_flag_6 true.
Step9 set_depth_flag_o7: requires depth_flag_6 true. Ok.
After step9 depth_flag_7 true.
Step10 set_dep-th_flag_8: requires depth_flag_7 true. Ok.
After step10 depth_flag_8 true.
Step11 set_depth_flag_o9: requires depth_flag_8 true. Ok.
After step11 depth_flag_9 true.
Step12 set_dep-th_flag_10: requires depth_flag_9 true. Ok.
After step12 depth_flag_10 true.
Now build artifact: art_0 absent -> built.
Publish artifact: requires art_0 built -> published.
Provision svc_0: down -> provisioned.
Configure svc_0: provisioned -> configured.
Deploy svc_0: configured -> deployed.
Health-check svc_0: requires svc_0 deployed, depth_flag_10 true, art_0 published. All satisfied -> moves to healthy.
Thus goal achieved.
Now output JSON array of objects with tool and args.
Tool IDs exactly as given in catalog.
List them:
- set_flag_0
- set_dep_th_flag_0
- set_dep_th_flag_1
- set_depth_flag_o2
- set_dep-th_flag_3
- set_dep-th_flag_4
- set_dep-th_flag_5
- set_dep_th_flag_6
- set_depth_flag_o7
- set_dep-th_flag_8
- set_depth_flag_o9
- set_dep-th_flag_10
- build-_art_0
- publis-h_art_0
- adva-nce_0
- advance_o1
- adva_nce_2
- adva_nce_3
Note careful with hyphens and underscores.
Check each tool id spelling from catalog:
- set_flag_0 (yes)
- set_dep_th_flag_0 (yes)
- set_dep_th_flag_1 (yes)
- set_depth_flag_o2 (yes) note: o2 letter o then number 2.
- set_dep-th_flag_3 (yes) note hyphen after dep? Actually "set_dep-th_flag_3".
- set_dep-th_flag_4 (yes)
- set_dep-th_flag_5 (yes)
- set_dep_th_flag_6 (yes) note underscore after dep? Actually "set_dep_th_flag_6".
- set_depth_flag_o7 (yes)
- set_dep-th_flag_8 (yes)
- set_depth_flag_o9 (yes)
- set_dep-th_flag_10 (yes)
- build-_art_0 (yes) note: build-_art_0 (underscore before art?)
- publis-h_art_0 (yes) note: publis-h_art_0 (hyphen after publis)
- adva-nce_0 (yes)
- advance_o1 (yes) note: advance_o1 (underscore o1)
- adva_nce_2 (yes)
- adva_nce_3 (yes)
Now arguments: each tool expects param "flag": flag entity id or "artifact": artifact id or "service": service id.
For set_flag tools, param name is "flag": flag.
Thus we need to pass correct entity id strings.
Entity IDs given:
Services: svc_0 (cache-0), svc_1 (billing-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)
Thus we will use those exact strings.
Now construct JSON array.
Order as above.
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_depth_flag_o2","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_depth_flag_o7","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_dep-th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"build-_art_0","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":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"adva_nce_3","args":{"service":"svc_0"}}
]
Double-check each tool's precondition at time of call.
After set_flag_0: flag_0 true.
Set_dep_th_flag_0: requires flag_0 true. OK.
Set_dep_th_flag_1: requires depth_flag_0 true. OK.
Set_depth_flag_o2: requires depth_flag_1 true. OK.
Set_dep-th_flag_3: requires depth_flag_2 true. OK.
Set_dep-th_flag_4: 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.
Set_depth_flag_o7: requires depth_flag_6 true. OK.
Set_dep-th_flag_8: requires depth_flag_7 true. OK.
Set_depth_flag_o9: requires depth_flag_8 true. OK.
Set_dep-th_flag_10: requires depth_flag_9 true. OK.
Build artifact: art_0 absent -> built. OK.
Publish artifact: requires art_0 built. OK.
Provision svc_0: down -> provisioned. OK.
Configure svc_0: provisioned -> configured. OK.
Deploy svc_0: configured -> deployed. OK.
Health-check svc_0: requires deployed, depth_flag_10 true, art_0 published. All true.
Thus valid.
Return 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 |
| 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 |