Record 77dee249bbc44b829fc1d7fb597eb015
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:
- billing-0 is currently down (not yet provisioned).
- search-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 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (search-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_-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_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: 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: 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_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_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_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: 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_depth_flag_o3 | 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: 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_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_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_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: 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_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_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: dec_oy_1 | 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_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_dep-th_flag_2", "args": {"flag": "depth_flag
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 reaching healthy state.
Goal: service 'billing-0' (svc_0) must be at least healthy.
From initial state:
- billing-0 is down (not yet provisioned). So we need to provision -> configured -> deployed -> healthy.
Provision uses advance_o0 (name: provision) with service param.
Precondition: service must be down. Good.
After provisioning, service becomes provisioned.
Then configure using adva_nce_1 (configure) moves from provisioned to configured. Precondition: service must be provisioned.
Then deploy using adva_nce_2 (deploy) moves from configured to deployed. Precondition: service must be configured.
Then health-check using adva_nce_3 (health-check) moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_10 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need depth_flag_10 true and art_0 published.
Now let's see flags hierarchy.
There are many flags: flag_0 (maintenance_window_open). Then there are depth_flag_0 through depth_flag_10 etc. Many duplicates? Actually they list multiple entries but each corresponds to different IDs maybe representing same underlying concept? Let's parse.
List of flags given as entity IDs:
- 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)
... then more repeats up to depth_flag_10 again? They gave duplicate names after some point: 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).
So basically there are three layers: top-level flag_0..flag_1? Actually only two top-level flags defined: flag_0 (maintenance_window_open) and flag_1 (secrets_synced). But also they have depth_flag_0..depth_flag_10 which correspond to various features repeated thrice? It seems like they built a chain where each depth flag depends on previous depth flag, and some require certain top-level flags.
Let's examine tool definitions:
- set_-flag_0: set flag_0 to true. Precondition: flag_0 false.
- set_dep_th_flag_0: set depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 first.
Thus depth_flag_0 depends on flag_0.
- set_dep_th_flag_5: set depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- set_dep_th_flag_10: set depth_flag_10 true. Precondition: depth_flag_10 false. Requires depth_flag_9 first.
- set_dep_th_flag_1: set depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- set_dep_th_flag_4: set depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_depth_flag_o3: set depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- set_dep-th_flag_2: set depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_depth_flag_o6: set depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
- set_dep_th_flag_7: set depth_flag_7 true. Precondition: depth_flag_7 false. Requires depth_flag_6 first.
- set_dep_th_flag_8: set depth_flag_8 true. Precondition: depth_flag_8 false. Requires depth_flag_7 first.
- set_dep_th_flag_9: set depth_flag_9 true. Precondition: depth_flag_9 false. Requires depth_flag_8 first.
Thus we have chains:
Chain A: 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 -> depth_flag_9 -> depth_flag_10 ?
But check dependencies: set_dep_th_flag_0 requires flag_0. set_dep_th_flag_1 requires depth_flag_0. set_dep-th_flag_2 requires depth_flag_1. set_depth_flag_o3 requires depth_flag_2. set_dep_th_flag_4 requires depth_flag_3. set_dep-th_flag_5 requires depth_flag_4. set_depth_flag_o6 requires depth_flag_5. set_dep_th_flag_7 requires depth_flag_6. set_dep_th_flag_8 requires depth_flag_7. set_dep_th_flag_9 requires depth_flag_8. set_dep_th_flag_10 requires depth_flag_9.
Yes indeed a linear chain of 11 depth flags plus flag_0 at start.
Additionally there might be other top-level flags like flag_1 (secrets_synced) but no tool to set it? There's no set_flag for flag_1 listed. Only set_-flag_0 exists. So we cannot set flag_1. However there are duplicate depth flags for secrets_synced etc but they depend on previous depth flags, not on flag_1. So we can ignore flag_1.
Thus to get depth_flag_10 true we need to set flag_0 then sequentially set depth_flag_0 through depth_flag_10.
Also we need art_0 published. To publish artifact we need to first build it (build-_art_0) then publish (publish_art_o0). Preconditions: build requires artifact absent (it is absent initially). publish requires artifact built.
Thus steps:
1. set_-flag_0 (set 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_depth_flag_o3 (depth_flag_3)
6. set_dep_th_flag_4 (depth_flag_4)
7. set_dep-th_flag_5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_dep_th_flag_7 (depth_flag_7)
10. set_dep_th_flag_8 (depth_flag_8)
11. set_dep_th_flag_9 (depth_flag_9)
12. set_dep_th_flag_10 (depth_flag_10)
Now artifact:
13. build-_art_0 (build artifact)
14. publish_art_o0 (publish artifact)
Now service provisioning:
15. advance_o0 (provision svc_0)
16. adva_nce_1 (configure svc_0)
17. adva_nce_2 (deploy svc_0)
18. adva_nce_3 (health-check svc_0) requiring depth_flag_10 and art_0 published.
Check preconditions: For health-check, service must be deployed (we will have done deploy). Also requires depth_flag_10 flag to be set (we will have set). Requires art_0 artifact to be published (we will have published). All good.
Now ensure we didn't miss any other needed flags like maintenance_window_open etc. Not required for health-check per definition. So fine.
Now verify each tool's precondition at time of call.
Initial state:
- flag_0 false
- depth_flag_0..10 false
- art_0 absent
- svc_0 down
Step by step:
1. set_-flag_0: precondition flag_0 false => ok. After: flag_0 true.
2. set_dep_th_flag_0: precondition depth_flag_0 false and requires flag_0 true => ok. After depth_flag_0 true.
3. set_dep_th_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true => ok.
4. set_dep-th_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true => ok.
5. set_depth_flag_o3: precondition depth_flag_3 false and requires depth_flag_2 true => ok.
6. set_dep_th_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true => ok.
7. set_dep-th_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true => ok.
8. set_depth_flag_o6: precondition depth_flag_6 false and requires depth_flag_5 true => ok.
9. set_dep_th_flag_7: precondition depth_flag_7 false and requires depth_flag_6 true => ok.
10. set_dep_th_flag_8: precondition depth_flag_8 false and requires depth_flag_7 true => ok.
11. set_dep_th_flag_9: precondition depth_flag_9 false and requires depth_flag_8 true => ok.
12. set_dep_th_flag_10: precondition depth_flag_10 false and requires depth_flag_9 true => ok.
13. build-_art_0: precondition artifact absent => ok. After: art_0 built.
14. publish_art_o0: precondition artifact built => ok. After: art_0 published.
15. advance_o0 (provision svc_0): precondition svc_0 down => ok. After: svc_0 provisioned.
16. adva_nce_1 (configure svc_0): precondition svc_0 provisioned => ok. After: svc_0 configured.
17. adva_nce_2 (deploy svc_0): precondition svc_0 configured => ok. After: svc_0 deployed.
18. adva_nce_3 (health-check svc_0): precondition svc_0 deployed, depth_flag_10 true, art_0 published => all true. After: svc_0 healthy.
Goal satisfied.
We used 18 tool calls, within limit 36.
Now output JSON array with objects {"tool": "<tool id>", "args": {"service": "...", ...}}.
Need to map correct param names: For set_flag tools, param is "flag": flag entity id. Eg set_-flag_0 expects flag: flag_0? Actually tool definition: id: set_-flag_0 | name: set_flag | params: flag: flag. So argument key is "flag". Value should be entity id of flag to set: flag_0.
Similarly for depth flags: e.g., set_dep_th_flag_0 expects flag: depth_flag_0.
For build_artifact: param "artifact": artifact id (art_0). For publish_artifact: param "artifact": artifact id.
For provision/configure/deploy/health-check: param "service": service id (svc_0).
Check exact spelling of tool IDs as given:
- set_-flag_0
- set_dep_th_flag_0
- adva_nce_1
- set_dep-th_flag_5
- publish_art_o0
- set_dep_th_flag_10
- set_dep_th_flag_1
- set_dep_th_flag_4
- build-_art_0
- set_depth_flag_o3
- set_dep-th_flag_2
- dec-oy_0
- adva_nce_3
- set_dep_th_flag_9
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep_th_flag_8
- advance_o0
- dec_oy_1
- adva_nce_2
Note some have hyphens and underscores variations. Need to copy exactly.
Let's list the ones we need:
set_-flag_0
set_dep_th_flag_0
set_dep_th_flag_1
set_dep-th_flag_2 (note: "set_dep-th_flag_2" includes a hyphen after dep? Actually given: "set_dep-th_flag_2". Yes.)
set_depth_flag_o3 (note: "set_depth_flag_o3" with o letter? given: "set_depth_flag_o3")
set_dep_th_flag_4
set_dep-th_flag_5
set_depth_flag_o6
set_dep_th_flag_7
set_dep_th_flag_8
set_dep_th_flag_9
set_dep_th_flag_10
build-_art_0
publish_art_o0
advance_o0
adva_nce_1
adva_nce_2
adva_nce_3
Check each spelling:
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: adva_nce_1 | name: configure | params: service: service
- id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
- id: publish_art_o0 | name: publish_artifact | params: artifact: artifact
- id: set_dep_th_flag_10 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
- id: build-_art_0 | name: build_artifact | params: artifact: artifact
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
- id: dec-oy_0 | name: audit_logs | params: service: service
- id: adva_nce_3 | name: health-check | params: service: service
- id: set_dep_th_flag_9 | 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_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: advance_o0 | name: provision | params: service: service
- id: dec_oy_1 | name: warm_cache | params: service: service
- id: adva_nce_2 | name: deploy | params: service: service
Thus our list matches.
Now construct JSON array.
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_depth_flag_o3", "args": {"flag": "depth_flag_3"}}
6. {"tool": "set_dep_th_flag_4", "args": {"flag": "depth_flag_4"}}
7. {"tool": "set_dep-th_flag_5", "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_dep_th_flag_8", "args": {"flag": "depth_flag_8"}}
11. {"tool": "set_dep_th_flag_9", "args": {"flag": "depth_flag_9"}}
12. {"tool": "set_dep_th_flag_10", "args": {"flag": "depth_flag_10"}}
13. {"tool": "build-_art_0", "args": {"artifact": "art_0"}}
14. {"tool": "publish_art_o0", "args": {"artifact": "art_0"}}
15. {"tool": "advance_o0", "args": {"service": "svc_0"}}
16. {"tool": "adva_nce_1", "args": {"service": "svc_0"}}
17. {"tool": "adva_nce_2", "args": {"service": "svc_0"}}
18. {"tool": "adva_nce_3", "args": {"service": "svc_0"}}
Double-check that any tool requiring other flags besides those we set? Health-check requires depth_flag_10 and art_0 published. We have those.
Now ensure we didn't miss any needed flags like maintenance_window_open etc. Not required.
Thus final answer is JSON array.
Make sure no extra text.
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 |