Record ebf59088ef9344a98ec9ed6271a88308
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.
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)
TOOL CATALOG:
- 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: 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_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_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: 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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: 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_5 flag to be set. Requires the art_0 artifact to be published.
- 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_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 26 tool calls.
Response
[
{"tool":"build_-art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'webhooks-0' must reach at least the 'healthy' state. Use exact entity ids: 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). Note some duplicates: depth_flag_3 and depth_flag_0 etc. But we must use those exact flag names.
We need to consider preconditions and dependencies.
Current state summary:
- webhooks-0 is down (not provisioned). So service state is down.
- billing-1 is down.
- release-image artifact does not exist yet (absent).
- db-migration artifact does not exist yet (absent).
- maintenance_window_open flag is off (false).
- secrets_synced flag is off (false).
- feature_gate_on flag is off (false).
- backup_taken flag is off (false).
- quota_raised flag is off (false).
- maintenance_window_open flag is off (again duplicate).
- secrets_synced flag is off (duplicate).
- feature_gate_on flag is off (duplicate).
So many flags false.
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
To get to healthy, we need to go through provision -> configure -> deploy -> health-check. Health-check requires service to be deployed and depth_flag_5 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy.
Thus we need to:
1. Provision svc_0 (webhooks-0) from down to provisioned. Tool: advance_o0 with service: svc_0. Precondition: service must be down. It is down, so okay.
2. Then configure svc_0: configure tool (advance_o1) with service: svc_0. Precondition: service must be provisioned. After step 1, it will be provisioned, so okay.
3. Then deploy svc_0: deploy tool (advance_o2) with service: svc_0. Precondition: service must be configured. After step 2, it will be configured, so okay.
4. Then health-check svc_0: health-check tool (adva-nce_3) with service: svc_0. Precondition: service must be deployed, and depth_flag_5 flag must be set, and art_0 artifact must be published.
Thus we need to ensure depth_flag_5 is set (depth_flag_5 corresponds to feature_gate_on? Actually depth_flag_5 is feature_gate_on flag). The flag name is depth_flag_5 (feature_gate_on). In current state, feature_gate_on flag is off (false). So we need to set it to true. However setting depth_flag_5 requires precondition: it must currently be false, and requires depth_flag_4 flag first. depth_flag_4 is secrets_synced flag. So we need to set depth_flag_4 first, which requires depth_flag_3 first. depth_flag_3 is maintenance_window_open flag. depth_flag_3 requires depth_flag_2 first. depth_flag_2 is quota_raised flag. depth_flag_2 requires depth_flag_1 first. depth_flag_1 is backup_taken flag. depth_flag_1 requires depth_flag_0 first. depth_flag_0 is feature_gate_on? Wait depth_flag_0 is also feature_gate_on? Actually depth_flag_0 is feature_gate_on? Let's parse: depth_flag_0 (feature_gate_on) is a flag; 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). So there are two flags named feature_gate_on: one is depth_flag_0, another is depth_flag_5. The description for depth_flag_0 says "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So depth_flag_0 requires flag_0 (maintenance_window_open) to be set first. depth_flag_5 requires depth_flag_4 (secrets_synced) first.
Thus to set depth_flag_5 (feature_gate_on) we need depth_flag_4 set. depth_flag_4 requires depth_flag_3 set. depth_flag_3 requires depth_flag_2 set. depth_flag_2 requires depth_flag_1 set. depth_flag_1 requires depth_flag_0 set. depth_flag_0 requires flag_0 set.
Thus we have a chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5.
We need to set depth_flag_5 to true for health-check precondition. So we must set all those preceding flags in order.
Additionally, health-check also requires art_0 artifact to be published. art_0 is release-image. It must be built first (build_artifact) then published (publish_artifact). Build requires artifact absent; publish requires artifact built. So we need to build and publish art_0.
Thus overall plan:
- Build artifact art_0 (release-image). Tool: build_-art_0 with artifact: art_0. Precondition: artifact must be absent. It is absent, so okay.
- Publish artifact art_0. Tool: publis_h_art_0 with artifact: art_0. Precondition: artifact must be built. After build, it is built, so okay.
- Set flag_0 (maintenance_window_open) to true. Tool: set_-flag_0 with flag: flag_0. Precondition: must be false. It is false, okay.
- Set depth_flag_0 (feature_gate_on) to true. Tool: set_depth_flag_o0 with flag: flag? Actually set_depth_flag_o0 expects flag: flag (the flag id?). The param is flag: flag. I think we need to pass the flag identifier? The tool name is set_depth_flag_o0, params: flag: flag. Probably we need to specify which flag? The description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So we need to call set_depth_flag_o0 with flag: depth_flag_0? Or maybe just flag: depth_flag_0? The param name is flag, but the description says "flag: flag". Might be ambiguous. However we can just use flag: depth_flag_0? But the param expects a flag identifier; maybe they want the flag name string? The tool id is set_depth_flag_o0, params: flag: flag. So we need to pass a key "flag" with value being the flag identifier? The flag identifier is depth_flag_0? Or maybe they want the flag name string "depth_flag_0"? The catalog uses "flag: flag" meaning the parameter name is "flag" and the value is the flag identifier (like "depth_flag_0"?). I think we should pass "flag": "depth_flag_0". Similarly for other set_flag tools.
Thus we will call set_depth_flag_o0 with {"flag":"depth_flag_0"}.
- Set depth_flag_1 (backup_taken) to true. Tool: set_depth_flag_o1 with flag: depth_flag_1? Actually set_depth_flag_o1 expects flag: flag. So pass {"flag":"depth_flag_1"}.
- Set depth_flag_2 (quota_raised) to true. Tool: set_dep-th_flag_2 with flag: depth_flag_2? Actually id: set_dep-th_flag_2 (typo?). The tool id is set_dep-th_flag_2? The catalog shows "id: set_dep-th_flag_2 | name: set_flag | params: flag: flag". So we can call that with flag: depth_flag_2.
- Set depth_flag_3 (maintenance_window_open) to true. Tool: set_dep_th_flag_3 with flag: depth_flag_3.
- Set depth_flag_4 (secrets_synced) to true. Tool: set_depth_flag_o4 with flag: depth_flag_4.
- Set depth_flag_5 (feature_gate_on) to true. Tool: set_depth_flag_5? Actually id: set_dep-th_flag_5 | name: set_flag | params: flag: flag. So call that with flag: depth_flag_5.
Now after all those flags are set, we can health-check svc_0.
But note that health-check also requires art_0 artifact published, which we already did.
Thus the sequence:
1. build_-art_0 artifact: art_0
2. publis_h_art_0 artifact: art_0
3. set_-flag_0 flag: flag_0 (set maintenance_window_open to true)
4. set_depth_flag_o0 flag: depth_flag_0
5. set_depth_flag_o1 flag: depth_flag_1
6. set_dep-th_flag_2 flag: depth_flag_2
7. set_dep_th_flag_3 flag: depth_flag_3
8. set_depth_flag_o4 flag: depth_flag_4
9. set_dep-th_flag_5 flag: depth_flag_5
10. advance_o0 service: svc_0 (provision)
11. advance_o1 service: svc_0 (configure)
12. advance_o2 service: svc_0 (deploy)
13. adva-nce_3 service: svc_0 (health-check)
We must ensure each tool's precondition holds at the moment we call it.
Let's verify step by step:
Initial state: all flags false, artifact absent, service down.
Step 1: build_-art_0 artifact: art_0. Precondition: artifact must be absent. It is absent. So okay. After this, artifact becomes built.
Step 2: publis_h_art_0 artifact: art_0. Precondition: artifact must be built. After step1, it is built. So okay. After this, artifact becomes published.
Step 3: set_-flag_0 flag: flag_0. Precondition: flag must be false. It is false. So okay. After this, flag_0 becomes true.
Step 4: set_depth_flag_o0 flag: depth_flag_0. Precondition: depth_flag_0 must be false. It is false. Requires flag_0 flag first. We set flag_0 true in step3, so precondition satisfied. After this, depth_flag_0 becomes true.
Step 5: set_depth_flag_o1 flag: depth_flag_1. Precondition: depth_flag_1 must be false. It is false. Requires depth_flag_0 flag first. We set depth_flag_0 true in step4, so okay. After this, depth_flag_1 becomes true.
Step 6: set_dep-th_flag_2 flag: depth_flag_2. Precondition: depth_flag_2 must be false. It is false. Requires depth_flag_1 flag first. We set depth_flag_1 true in step5, so okay. After this, depth_flag_2 becomes true.
Step 7: set_dep_th_flag_3 flag: depth_flag_3. Precondition: depth_flag_3 must be false. It is false. Requires depth_flag_2 flag first. We set depth_flag_2 true in step6, so okay. After this, depth_flag_3 becomes true.
Step 8: set_depth_flag_o4 flag: depth_flag_4. Precondition: depth_flag_4 must be false. It is false. Requires depth_flag_3 flag first. We set depth_flag_3 true in step7, so okay. After this, depth_flag_4 becomes true.
Step 9: set_dep-th_flag_5 flag: depth_flag_5. Precondition: depth_flag_5 must be false. It is false. Requires depth_flag_4 flag first. We set depth_flag_4 true in step8, so okay. After this, depth_flag_5 becomes true.
Now we have depth_flag_5 true, art_0 published.
Now provision svc_0: advance_o0 service: svc_0. Precondition: service must be down. It is down. So okay. After this, service becomes provisioned.
Configure svc_0: advance_o1 service: svc_0. Precondition: service must be provisioned. After step10, it is provisioned. So okay. After this, service becomes configured.
Deploy svc_0: advance_o2 service: svc_0. Precondition: service must be configured. After step11, it is configured. So okay. After this, service becomes deployed.
Health-check svc_0: adva-nce_3 service: svc_0. Precondition: service must be deployed, depth_flag_5 must be set (true), and art_0 artifact must be published. All satisfied. After this, service becomes healthy. Goal achieved.
We have used 13 tool calls, within 26 limit.
Now we must output JSON array of objects with "tool": "<tool id>", "args": { ... }.
Make sure to use exact tool ids as given:
- build_-art_0 (note the hyphen and underscore). The id is "build_-art_0". In JSON string we need to escape the hyphen? Actually JSON string can contain hyphen, no problem. But the id includes a hyphen and underscore. It is "build_-art_0". We'll use that exactly.
- publis_h_art_0 (id includes underscore and hyphen). Use exactly "publis_h_art_0".
- set_-flag_0 (id includes hyphen after set_). The id is "set_-flag_0". Use that.
- set_depth_flag_o0 (id is "set_depth_flag_o0").
- set_depth_flag_o1 (id is "set_depth_flag_o1").
- set_dep-th_flag_2 (id is "set_dep-th_flag_2"). Note includes hyphen.
- set_dep_th_flag_3 (id is "set_dep_th_flag_3").
- set_depth_flag_o4 (id is "set_depth_flag_o4").
- set_dep-th_flag_5 (id is "set_dep-th_flag_5").
- advance_o0 (id is "advance_o0").
- advance_o1 (id is "advance_o1").
- advance_o2 (id is "advance_o2").
- adva-nce_3 (id is "adva-nce_3").
Now arguments:
- For build_-art_0: args: {"artifact":"art_0"}.
- For publis_h_art_0: args: {"artifact":"art_0"}.
- For set_-flag_0: args: {"flag":"flag_0"}? The flag identifier is flag_0 (maintenance_window_open). The tool expects flag parameter; we need to pass the flag identifier. So {"flag":"flag_0"}.
- For set_depth_flag_o0: args: {"flag":"depth_flag_0"}.
- For set_depth_flag_o1: args: {"flag":"depth_flag_1"}.
- For set_dep-th_flag_2: args: {"flag":"depth_flag_2"}.
- For set_dep_th_flag_3: args: {"flag":"depth_flag_3"}.
- For set_depth_flag_o4: args: {"flag":"depth_flag_4"}.
- For set_dep-th_flag_5: args: {"flag":"depth_flag_5"}.
- For advance_o0: args: {"service":"svc_0"}.
- For advance_o1: args: {"service":"svc_0"}.
- For advance_o2: args: {"service":"svc_0"}.
- For adva-nce_3: args: {"service":"svc_0"}.
Check that health-check also requires art_0 published; we already published it earlier, so fine.
Now produce JSON array in order.
Make sure no extra whitespace? Probably fine.
Thus final output:
[
{"tool":"build_-art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Check that we used correct tool ids: "set_dep-th_flag_2" and "set_dep_th_flag_3" etc. The catalog includes "set_dep-th_flag_2" and "set_dep_th_flag_3". Yes.
Now ensure we didn't miss any required precondition for set_depth_flag_o0: requires flag_0 flag first. We set flag_0 true before, so okay.
Now final answer must be just the JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| 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 | 13.0 |
| 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 | 10.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |