Record a05eb30b1c434faa9f11ec691a0e7fc0
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:
- webhooks-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.
- 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 (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), depth_flag_11 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open)
TOOL CATALOG:
- id: set_depth_flag_o0 | 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: advance_o3 | 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_depth_flag_o12 | 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_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_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_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: set_depth_flag_o1 | 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: 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_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_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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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_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_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: 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_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_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_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: advance_o2 | 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 42 tool calls.
Response
[
{"tool": "set_-flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "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_dep-th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_depth_flag_o11", "args": {"flag": "depth_flag_11"}},
{"tool": "set_depth_flag_o12", "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": "advance_o3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to webhooks-0 being healthy. Let's examine dependencies:
Goal: service 'webhooks-0' (svc_0) must be at least 'healthy'.
To get healthy via health-check tool (advance_o3): requires service currently 'deployed', depth_flag_13 flag set, and art_0 artifact published.
Thus we need to:
- Provision svc_0 (from down -> provisioned) using adva_nce_0 (id: adva_nce_0? Actually tool list shows "adva_nce_0" with name: provision). Yes.
- Then configure svc_0 (provisioned->configured) using advance_o1 (name: configure).
- Then deploy svc_0 (configured->deployed) using advance_o2 (name: deploy).
- Then health-check svc_0 (deployed->healthy) using advance_o3 (requires depth_flag_13 true and art_0 published).
So before health-check we need depth_flag_13 true and art_0 published.
Now let's see flags chain: There are many depth_flag_x flags with prerequisites forming a chain perhaps.
List all set_flag tools:
- set_depth_flag_o0: sets depth_flag_0 true, precondition false, requires flag_0 first.
- set_depth_flag_o1: sets depth_flag_1 true, requires depth_flag_0.
- set_dep_th_flag_2: sets depth_flag_2 true, requires depth_flag_1.
- set_dep_th_flag_3: sets depth_flag_3 true, requires depth_flag_2.
- set_dep_th_flag_4: sets depth_flag_4 true, requires depth_flag_3.
- set_dep_th_flag_5: sets depth_flag_5 true, requires depth_flag_4.
- set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5.
- set_dep_th_flag_7: sets depth_flag_7 true, requires depth_flag_6.
- set_dep_th_flag_8: sets depth_flag_8 true, requires depth_flag_7.
- set_depth_flag_o9: sets depth_flag_9 true, requires depth_flag_8.
- set_depth_flag_o10? Not listed but there is set_dep-th_flag_10 (maybe typo) which sets depth_flag_10 true, requires depth_flag_9.
- set_depth_flag_o11: sets depth_flag_11 true, requires depth_flag_10.
- set_depth_flag_o12: sets depth_flag_12 true, requires depth_flag_11.
- set_dep-th_flag_13: sets depth_flag_13 true, requires depth_flag_12.
Also there are other set_flag tools like set_-flag_0 (sets flag_0 true, no prerequisite). And others maybe duplicates.
Thus to get depth_flag_13 true we need to set flag_0 then depth_flag_0 through depth_flag_12 sequentially.
Let's map required steps:
1. set_-flag_0 (set flag_0 true) - precondition flag_0 false initially (it is off). No requirement else.
Then we can do set_depth_flag_o0 (depth_flag_0) requiring flag_0.
Then set_depth_flag_o1 (depth_flag_1) requiring depth_flag_0.
Then set_dep_th_flag_2 (depth_flag_2) requiring depth_flag_1.
Then set_dep_th_flag_3 (depth_flag_3) requiring depth_flag_2.
Then set_dep_th_flag_4 (depth_flag_4) requiring depth_flag_3.
Then set_dep_th_flag_5 (depth_flag_5) requiring depth_flag_4.
Then set_dep_th_flag_6 (depth_flag_6) requiring depth_flag_5.
Then set_dep_th_flag_7 (depth_flag_7) requiring depth_flag_6.
Then set_dep_th_flag_8 (depth_flag_8) requiring depth_flag_7.
Then set_depth_flag_o9 (depth_flag_9) requiring depth_flag_8.
Then set_dep-th_flag_10 (depth_flag_10) requiring depth_flag_9.
Then set_depth_flag_o11 (depth_flag_11) requiring depth_flag_10.
Then set_depth_flag_o12 (depth_flag_12) requiring depth_flag_11.
Then set_dep-th_flag_13 (depth_flag_13) requiring depth_flag_12.
That's many steps (~14). Also we need to publish art_0: need to build artifact then publish.
Build artifact: build_art_o0 (build artifact) requires artifact absent (currently absent). So we can run build_art_o0.
Publish artifact: publish_art_o0 requires artifact built.
Thus after building we can publish.
Now also need to provision, configure, deploy svc_0.
Provision: adva_nce_0 (provision) requires service down (true initially). Good.
Configure: advance_o1 requires service provisioned.
Deploy: advance_o2 requires service configured.
Health-check: advance_o3 requires service deployed, depth_flag_13 true, art_0 published.
Thus overall sequence:
- set_-flag_0
- set_depth_flag_o0
- set_depth_flag_o1
- set_dep_th_flag_2
- set_dep_th_flag_3
- set_dep_th_flag_4
- set_dep_th_flag_5
- set_dep_th_flag_6
- set_dep_th_flag_7
- set_dep_th_flag_8
- set_depth_flag_o9
- set_dep-th_flag_10
- set_depth_flag_o11
- set_depth_flag_o12
- set_dep-th_flag_13
- build_art_o0
- publish_art_o0
- adva_nce_0 (provision svc_0)
- advance_o1 (configure svc_0)
- advance_o2 (deploy svc_0)
- advance_o3 (health-check svc_0)
Check if any duplicate flag names cause confusion: We have multiple entries for same flag? For example depth_flag_0 appears only once as set_depth_flag_o0. depth_flag_1 as set_depth_flag_o1. depth_flag_2 as set_dep_th_flag_2 etc. Looks consistent.
Need to ensure each tool's precondition holds at moment of call.
Initial state: all flags off (false). All services down. Artifacts absent. maintenance_window_open flag off etc but irrelevant.
We'll go step by step verifying.
Step1: set_-flag_0: precondition flag_0 false => ok. After this flag_0 true.
Step2: set_depth_flag_o0: precondition depth_flag_0 false, requires flag_0 true => ok. After depth_flag_0 true.
Step3: set_depth_flag_o1: precondition depth_flag_1 false, requires depth_flag_0 true => ok.
Step4: set_dep_th_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true => ok.
Step5: set_dep_th_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true => ok.
Step6: set_dep_th_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true => ok.
Step7: set_dep_th_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true => ok.
Step8: set_dep_th_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true => ok.
Step9: set_dep_th_flag_7: precondition depth_flag_7 false, requires depth_flag_6 true => ok.
Step10: set_dep_th_flag_8: precondition depth_flag_8 false, requires depth_flag_7 true => ok.
Step11: set_depth_flag_o9: precondition depth_flag_9 false, requires depth_flag_8 true => ok.
Step12: set_dep-th_flag_10: precondition depth_flag_10 false, requires depth_flag_9 true => ok.
Step13: set_depth_flag_o11: precondition depth_flag_11 false, requires depth_flag_10 true => ok.
Step14: set_depth_flag_o12: precondition depth_flag_12 false, requires depth_flag_11 true => ok.
Step15: set_dep-th_flag_13: precondition depth_flag_13 false, requires depth_flag_12 true => ok.
Now depth_flag_13 true.
Step16: build_art_o0: precondition artifact absent => yes (art_0 absent). After built.
Step17: publish_art_o0: precondition artifact built => yes. After published.
Step18: adva_nce_0 (provision svc_0): precondition service down => yes. After provisioned.
Step19: advance_o1 (configure svc_0): precondition service provisioned => yes. After configured.
Step20: advance_o2 (deploy svc_0): precondition service configured => yes. After deployed.
Step21: advance_o3 (health-check svc_0): precondition service deployed, depth_flag_13 true, art_0 published => all true. After healthy.
Goal achieved.
We used 21 tool calls, within limit 42.
Now output JSON array with objects {"tool": "<tool id>", "args": {"service": "...", ...}}.
Need to map each tool id exactly as given in catalog.
List them:
- set_-flag_0 (id: set_-flag_0) name: set_flag, params: flag: flag. Args: {"flag": "flag_0"}? Wait param expects flag: flag. The entity ID for flag_0 is flag_0. According to ENTITY IDS: Flags: flag_0 (maintenance_window_open). So we pass flag: "flag_0".
- set_depth_flag_o0: id: set_depth_flag_o0, params flag: flag. Arg: {"flag": "depth_flag_0"}.
- set_depth_flag_o1: {"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_dep-th_flag_10: note the id includes hyphen: set_dep-th_flag_10. Args flag: depth_flag_10.
- set_depth_flag_o11: {"flag": "depth_flag_11"}.
- set_depth_flag_o12: {"flag": "depth_flag_12"}.
- set_dep-th_flag_13: id: set_dep-th_flag_13, args flag: depth_flag_13.
- build_art_o0: id: build_art_o0, params artifact: artifact. Arg: {"artifact": "art_0"}.
- publish_art_o0: id: publish_art_o0, args {"artifact": "art_0"}.
- adva_nce_0: id: adva_nce_0, params service: service. Arg: {"service": "svc_0"}.
- advance_o1: id: advance_o1, args {"service": "svc_0"}.
- advance_o2: id: advance_o2, args {"service": "svc_0"}.
- advance_o3: id: advance_o3, args {"service": "svc_0"}.
Double-check spelling of tool IDs exactly as in catalog:
From list:
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o1 | 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_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_7 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: set_depth_flag_o9 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_10 | name: set_flag | params: flag: flag
- id: set_depth_flag_o11 | name: set_flag | params: flag: flag
- id: set_depth_flag_o12 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_13 | name: set_flag | params: flag: flag
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: publish_art_o0 | name: publish_artifact | params: artifact: artifact
- id: adva_nce_0 | name: provision | params: service: service
- id: advance_o1 | name: configure | params: service: service
- id: advance_o2 | name: deploy | params: service: service
- id: advance_o3 | name: health-check | params: service: service
All good.
Now produce JSON array.
Make sure ordering correct.
Let's craft final answer.
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 |