Record 607443e5cf2a40a5b6e788972fc8072e
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:
- ingest-0 is currently down (not yet provisioned).
- cache-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.
GOAL (all conditions must hold at the end):
- service 'ingest-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ingest-0), svc_1 (cache-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)
TOOL CATALOG:
- 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_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_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_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_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: set_dep_th_flag_11 | 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: 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: 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: 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_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_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_11 flag to be set. Requires the art_0 artifact to be published.
- 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_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_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_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: adva_nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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 38 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_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_dep_th_flag_9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_dep_th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_dep_th_flag_11", "args": {"flag": "depth_flag_11"}},
{"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": "adva-nce_1", "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 service ingest-0 reaching healthy state.
Let's parse entities:
Service IDs: svc_0 = ingest-0, svc_1 = cache-1.
Artifacts: art_0 = release-image, art_1 = db-migration.
Flags: list includes many duplicates? They gave flags with names but also depths etc. Let's map each flag entity ID to its meaning.
Given they listed multiple times same description maybe due to confusion. We'll treat them as separate flag variables with given IDs.
List provided:
- 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) // duplicate?
- 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)
Thus there are three groups: base flags (flag_0, flag_1) then depth_flag series representing similar concepts repeated perhaps for dependencies.
Goal: service 'ingest-0' must reach at least the 'healthy' state.
To get service to healthy we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses adva-nce_0 (provision) requires service currently down.
Configure uses adva-nce_1 (configure) requires service currently provisioned.
Deploy uses adva_nce_2 (deploy) requires service currently configured.
Health-check uses adva_nce_3 (health-check) requires service currently deployed AND depth_flag_11 flag set AND art_0 artifact published.
Thus we need to ensure after deploying, we have depth_flag_11 true and art_0 published before health-check.
Also note other steps like building/publishing artifact needed.
Now check initial state: services down, artifacts absent, all flags off (false).
So we can start by provisioning svc_0.
But we might also need to handle other prerequisites like setting flags chain.
Depth_flag_11 depends on depth_flag_10 which depends on depth_flag_9 etc... Actually look at set_flag definitions:
set_dep_th_flag_0 sets depth_flag_0 requiring flag_0 first.
set_dep_th_flag_1 sets depth_flag_1 requiring depth_flag_0 first.
set_dep_th_flag_2 sets depth_flag_2 requiring depth_flag_1 first.
set_dep_th_flag_3 sets depth_flag_3 requiring depth_flag_2 first.
set_dep_th_flag_4 sets depth_flag_4 requiring depth_flag_3 first.
set_dep_th_flag_5 sets depth_flag_5 requiring depth_flag_4 first.
set_dep_th_flag_6 sets depth_flag_6 requiring depth_flag_5 first.
set_dep_th_flag_7 sets depth_flag_7 requiring depth_flag_6 first.
set_dep_th_flag_8 sets depth_flag_8 requiring depth_flag_7 first.
set_dep_th_flag_9 sets depth_flag_9 requiring depth_flag_8 first.
set_dep_th_flag_10 sets depth_flag_10 requiring depth_flag_9 first.
set_dep_th_flag_11 sets depth_flag_11 requiring depth_flag_10 first.
Thus to set depth_flag_11 we need to set all previous depth_flags sequentially starting from flag_0? Wait depth_flag_0 requires flag_0. So we need flag_0 true first. Then we can set depth_flag_0, then depth_flag_1,... up to depth_flag_11.
Similarly there are also set_-flag_0 tool to set flag_0 (maintenance_window_open). There's also set_flag for flag_1? Not present. Only set_-flag_0 appears. No tool to set flag_1 directly. But maybe we don't need flag_1.
Thus to get depth_flag_11 we need to set flag_0 then depth_flag_0..depth_flag_11.
Additionally we need art_0 published: need to build artifact then publish.
Build artifact: build_art_0 requires artifact absent (true initially). Publishes: publis_h_art_0 requires artifact built.
Thus steps:
1. set_-flag_0 (set flag_0 true) - precondition flag_0 false (yes).
2. set_dep_th_flag_0 (set depth_flag_0) - requires flag_0 true.
3. set_dep_th_flag_1 (depth_flag_1) - requires depth_flag_0 true.
4. set_dep_th_flag_2 (depth_flag_2) - requires depth_flag_1 true.
5. set_dep_th_flag_3 (depth_flag_3) - requires depth_flag_2 true.
6. set_dep_th_flag_4 (depth_flag_4) - requires depth_flag_3 true.
7. set_dep_th_flag_5 (depth_flag_5) - requires depth_flag_4 true.
8. set_dep_th_flag_6 (depth_flag_6) - requires depth_flag_5 true.
9. set_dep_th_flag_7 (depth_flag_7) - requires depth_flag_6 true.
10. set_dep_th_flag_8 (depth_flag_8) - requires depth_flag_7 true.
11. set_dep_th_flag_9 (depth_flag_9) - requires depth_flag_8 true.
12. set_dep_th_flag_10 (depth_flag_10) - requires depth_flag_9 true.
13. set_dep_th_flag_11 (depth_flag_11) - requires depth_flag_10 true.
After that we have depth_flag_11 true.
Now we need to provision svc_0, configure, deploy, health-check.
But also need artifact published before health-check.
Thus after setting flags, we can do:
14. build_art_0 (build artifact)
15. publis_h_art_0 (publish artifact)
Now artifact published.
Then service steps:
16. adva-nce_0 (provision svc_0) - precondition svc_0 down (yes)
17. adva-nce_1 (configure svc_0) - precondition svc_0 provisioned
18. adva_nce_2 (deploy svc_0) - precondition svc_0 configured
19. adva_nce_3 (health-check svc_0) - precondition svc_0 deployed, depth_flag_11 true, art_0 published.
All should succeed.
Check if any other constraints: The health-check tool requires depth_flag_11 flag to be set. It's depth_flag_11 (the flag we set). Also requires art_0 artifact to be published. Good.
We also need to ensure we didn't miss any other flags like flag_1 etc. Not needed.
Potential issue: The set_-flag_0 tool name is "set_-flag_0"? In catalog: id: set_-flag_0 | name: set_flag | params: flag: flag. So tool ID is "set_-flag_0". We'll need to use exactly that string.
Also note there are duplicate flag definitions but we only need those we used.
Now count tool calls: we have 1 (set_-flag_0) + 12 depth flags (0-11) =13, plus build_art_0, publis_h_art_0 =2 =>15, plus 4 service steps =4 =>19 total. Under limit 38.
Now verify ordering dependencies precisely:
- set_-flag_0: precondition flag_0 false (true)
- set_dep_th_flag_0: precondition depth_flag_0 false, requires flag_0 true (we just set)
- set_dep_th_flag_1: requires depth_flag_0 true (set just before)
- set_dep_th_flag_2: requires depth_flag_1 true
...
- set_dep_th_flag_11: requires depth_flag_10 true
All good.
Now after that we have depth_flag_11 true.
Now build_art_0: precondition artifact absent (true). No other dependencies.
publis_h_art_0: precondition artifact built (true after build).
Now adva-nce_0: precondition service down (true). No other dependencies.
adva-nce_1: precondition service provisioned (true after provision).
adva_nce_2: precondition service configured (true after configure).
adva_nce_3: precondition service deployed (true after deploy) AND depth_flag_11 true AND art_0 published. All satisfied.
Thus final state: svc_0 healthy.
We should output JSON array of objects with tool and args.
Need to map args: each tool expects param "service": service or "artifact": artifact or "flag": flag.
For set_-flag_0: args {"flag": "flag_0"}? The param is flag: flag. The entity ID for flag_0 is flag_0. Yes.
For set_dep_th_flag_0: args {"flag": "depth_flag_0"}.
Similarly others.
For build_art_0: args {"artifact": "art_0"}.
For publis_h_art_0: args {"artifact": "art_0"}.
For adva-nce_0: args {"service": "svc_0"}.
adva-nce_1: same.
adva_nce_2: same.
adva_nce_3: same.
Note some tool IDs have hyphens and underscores. Must match exactly.
List:
- 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_dep_th_flag_5
- 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_dep_th_flag_11
- build_art_0
- publis_h_art_0
- adva-nce_0
- adva-nce_1
- adva_nce_2
- adva_nce_3
Double-check spelling: In 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_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_dep_th_flag_9 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_10 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_11 | name: set_flag | params: flag: flag
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: publis_h_art_0 | name: publish_artifact | params: artifact: artifact
- id: adva-nce_0 | name: provision | params: service: service
- id: adva-nce_1 | name: configure | params: service: service
- id: adva_nce_2 | name: deploy | params: service: service
- id: adva_nce_3 | name: health-check | params: service: service
Yes.
Now construct JSON array.
Make sure no extra whitespace? Probably fine.
Let's produce.
Realized dims
| dim | value |
|---|---|
| catalog_size | 21.0 |
| chain_length | 15.0 |
| 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 | 19.0 |
| 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 | 16.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |