Record cdf076d9d3d841cfb5caa6360eb64d03
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:
- billing-0 is currently down (not yet provisioned).
- reporting-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.
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 (reporting-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)
TOOL CATALOG:
- 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: 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: 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_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: 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: 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_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_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: set_depth_flag_o4 | 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: 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: 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: 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_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_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_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: 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_8 flag to be set. Requires the art_0 artifact to be published.
- id: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
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 32 tool calls.
Response
[
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_dep_th_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "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_depth_flag_o4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_dep_th_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_depth_flag_o6", "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": "build-_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_o0", "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 billing-0 healthy.
Goal: service 'billing-0' must reach at least the 'healthy' state.
Current state: billing-0 (svc_0) is down (not yet provisioned). So we need to provision -> configured -> deployed -> healthy.
Provision uses advance_o0 (name: provision) with precondition service must be down. That's fine.
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_8 flag set AND art_0 artifact published.
Thus before health check we need:
- depth_flag_8 = true
- art_0 published
Also there are many flags dependencies chain: Let's examine each flag setting tool.
List all set_flag tools with their IDs and requirements:
- set_flag_0: sets flag_0 (maintenance_window_open) to true. No requirement? It says Precondition: it must currently be false. No other requirement.
- set_dep_th_flag_0: sets depth_flag_0 to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- set_depth_flag_o1: sets depth_flag_1 to true. Precondition: false. Requires depth_flag_0 first.
- set_depth_flag_o2: sets depth_flag_2 to true. Precondition: false. Requires depth_flag_1 first.
- set_dep_th_flag_3: sets depth_flag_3 to true. Precondition: false. Requires depth_flag_2 flag first.
- set_depth_flag_o4: sets depth_flag_4 to true. Precondition: false. Requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 to true. Precondition: false. Requires depth_flag_4 flag first.
- set_depth_flag_o6: sets depth_flag_6 to true. Precondition: false. Requires depth_flag_5 first.
- set_dep_th_flag_7: sets depth_flag_7 to true. Precondition: false. Requires depth_flag_6 first.
- set_dep-th_flag_8: sets depth_flag_8 to true. Precondition: false. Requires depth_flag_7 first.
So we have a chain: 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.
All start false presumably. We'll need to set them sequentially.
Now also need to build and publish artifact art_0.
Tools:
- build-_art_0: builds art_0 from absent to built. Precondition: artifact must be absent.
- publis-h_art_0: publishes art_0 from built to published. Precondition: artifact must be built.
Thus steps: build then publish.
Now overall plan:
1. Provision svc_0 (billing-0): advance_o0 with service=svc_0.
2. Configure svc_0: adva_nce_1 with service=svc_0.
3. Deploy svc_0: adva_nce_2 with service=svc_0.
But note: after provision, service goes from down to provisioned. After configure, from provisioned to configured. After deploy, from configured to deployed.
Then we need to get health-check which moves from deployed to healthy, requiring depth_flag_8 true and art_0 published.
Thus we need to do flag chain and artifact building/publishing possibly interleaved but before health-check.
Let's list needed actions:
- set_flag_0 (flag_0)
- set_dep_th_flag_0 (depth_flag_0)
- set_depth_flag_o1 (depth_flag_1)
- set_depth_flag_o2 (depth_flag_2)
- set_dep_th_flag_3 (depth_flag_3)
- set_depth_flag_o4 (depth_flag_4)
- set_dep_th_flag_5 (depth_flag_5)
- set_depth_flag_o6 (depth_flag_6)
- set_dep_th_flag_7 (depth_flag_7)
- set_dep-th_flag_8 (depth_flag_8)
That's 10 flag set calls.
- build-_art_0
- publis-h_art_0
- adva_nce_0? Actually provision is advance_o0.
- adva_nce_1 (configure)
- adva_nce_2 (deploy)
- adva-nce_3 (health-check)
Total calls: 10 + 2 + 4 = 16 calls.
Check ordering constraints: For each flag set, its precondition includes required previous flag being true. Also each flag must be false before setting (they start false). So we must set in order as per chain.
Additionally, health-check requires depth_flag_8 true and art_0 published. So after we set depth_flag_8 and publish artifact, we can health-check.
Potential concurrency: Could we do some steps earlier like provisioning while setting flags? Yes, they are independent except health-check needs both.
Thus schedule:
Start: All flags false, artifact absent, services down.
Step 1: set_flag_0 (flag_0) - ok.
Step 2: set_dep_th_flag_0 (depth_flag_0) - requires flag_0 true (now true).
Step 3: set_depth_flag_o1 (depth_flag_1) - requires depth_flag_0 true.
Step 4: set_depth_flag_o2 (depth_flag_2) - requires depth_flag_1 true.
Step 5: set_dep_th_flag_3 (depth_flag_3) - requires depth_flag_2 true.
Step 6: set_depth_flag_o4 (depth_flag_4) - requires depth_flag_3 true.
Step 7: set_dep_th_flag_5 (depth_flag_5) - requires depth_flag_4 true.
Step 8: set_depth_flag_o6 (depth_flag_6) - requires depth_flag_5 true.
Step 9: set_dep_th_flag_7 (depth_flag_7) - requires depth_flag_6 true.
Step 10: set_dep-th_flag_8 (depth_flag_8) - requires depth_flag_7 true.
Now we could interleave provision/configure/deploy earlier, but they don't depend on flags. However health-check later will need depth_flag_8 true and artifact published.
We can do provision/configure/deploy anytime before health-check, as long as service is in correct state.
Let's do provision after some flags maybe early.
Sequence suggestion:
1. set_flag_0
2. set_dep_th_flag_0
3. set_depth_flag_o1
4. set_depth_flag_o2
5. set_dep_th_flag_3
6. set_depth_flag_o4
7. set_dep_th_flag_5
8. set_depth_flag_o6
9. set_dep_th_flag_7
10. set_dep-th_flag_8
11. build-_art_0
12. publis-h_art_0
13. advance_o0 (provision svc_0)
14. adva_nce_1 (configure svc_0)
15. adva_nce_2 (deploy svc_0)
16. adva-nce_3 (health-check svc_0)
Check preconditions:
- For advance_o0: service must be down. Initially down, hasn't been changed yet. Good.
- adva_nce_1: service must be provisioned. After advance_o0, it's provisioned. Good.
- adva_nce_2: service must be configured. After adva_nce_1, it's configured. Good.
- adva-nce_3: service must be deployed, depth_flag_8 true, art_0 published. After adva_nce_2, service deployed. depth_flag_8 set at step10. art_0 published at step12. So health-check precondition satisfied.
All good.
We used exactly 16 calls, within limit 32.
Need to output JSON array with objects {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Tool IDs exactly as given in catalog:
- set_flag_0
- set_dep_th_flag_0
- set_depth_flag_o1
- set_depth_flag_o2
- set_dep_th_flag_3
- set_depth_flag_o4
- set_dep_th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep-th_flag_8
- build-_art_0
- publis-h_art_0
- advance_o0
- adva_nce_1
- adva_nce_2
- adva-nce_3
Note some IDs have hyphens and underscores; we must copy exactly.
Check each:
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: set_depth_flag_o1 | name: set_flag | params: flag: flag
- id: set_depth_flag_o2 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
- id: set_depth_flag_o4 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_5 | 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: build-_art_0 | name: build_artifact | params: artifact: artifact
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
- id: advance_o0 | 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.
Args: For set_flag tools, param "flag": flag entity id. Which flag? According to description, each sets a specific flag. The flag entity IDs are given: flag_0 (maintenance_window_open), depth_flag_0, depth_flag_1, etc. They gave list: 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). Wait there is duplication but okay.
Thus we need to map each set_flag tool to correct flag entity.
Given the tool names indicate which flag they set:
- set_flag_0 sets flag_0.
- set_dep_th_flag_0 sets depth_flag_0.
- set_depth_flag_o1 sets depth_flag_1.
- set_depth_flag_o2 sets depth_flag_2.
- set_dep_th_flag_3 sets depth_flag_3.
- set_depth_flag_o4 sets depth_flag_4.
- set_dep_th_flag_5 sets depth_flag_5.
- set_depth_flag_o6 sets depth_flag_6.
- set_dep_th_flag_7 sets depth_flag_7.
- set_dep-th_flag_8 sets depth_flag_8.
Thus args: {"flag": "flag_0"} etc.
For build-_art_0: args {"artifact": "art_0"}
For publis-h_art_0: args {"artifact": "art_0"}
For advance_o0: args {"service": "svc_0"}
For adva_nce_1: args {"service": "svc_0"}
For adva_nce_2: args {"service": "svc_0"}
For adva-nce_3: args {"service": "svc_0"}
Now produce JSON array.
Make sure no extra whitespace? Probably fine.
Let's craft final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |