Record 3dcc9367d57840eba6626824ab8ee3fa
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "]"
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).
- auth-api-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 '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 (auth-api-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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_depth_flag_o5 | 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: decoy_o0 | 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_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_2 | 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_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_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: 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_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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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: 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_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_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: 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: set_depth_flag_o8 | 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.
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_o0","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_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","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_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","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 webhooks-0 being healthy.
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
Current state: webhooks-0 (svc_0) is down. Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses tool advance_o0 (name: provision) with param service: service. Must have service currently down.
Configure uses adva_nce_1 (name: configure): moves from provisioned to configured. Precondition: service must currently be provisioned.
Deploy uses adva-nce_2 (name: deploy): moves from configured to deployed. Precondition: service must currently be configured.
Health-check uses adva-nce_3 (name: health-check): moves from deployed to healthy. Precondition: service must currently be deployed. Also requires depth_flag_8 flag to be set. And requires the art_0 artifact to be published.
Thus we need:
- Provision svc_0.
- Configure svc_0.
- Deploy svc_0.
- Ensure depth_flag_8 is true.
- Ensure art_0 artifact is published.
- Then health-check svc_0.
Now check other constraints: There's also auth-api-1 but not needed.
We need to manage flags: depth_flag_8 depends on chain of depth flags requiring previous ones etc.
Let's list all flags and their dependencies as per tool definitions:
Flag IDs given: flag_0 (maintenance_window_open); 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).
But there seems duplication: many flags repeated names? Actually they gave entity IDs mapping: 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). So indeed multiple flags with same logical meaning but different IDs.
The set_flag tools refer to specific depth_flag numbers.
List each set_flag tool:
- set_flag_o0: sets flag_0 (maintenance_window_open). No precondition besides currently false.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on). Precondition: currently false. Requires flag_0 first.
- set_depth_flag_o1: sets depth_flag_1 (backup_taken). Precondition: currently false. Requires depth_flag_0 first.
- set_depth_flag_o2? Not present? Wait we have set_dep-th_flag_2 (typo?). Let's examine each tool:
Given list:
id: set_depth_flag_o5 | 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_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.
Note: naming weird due to hyphens.
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_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_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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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: 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_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_depth_flag_o8 | 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.
Also there is maybe missing set_depth_flag_o2? But we have set_dep-th_flag_2 which likely corresponds to depth_flag_2.
Similarly set_dep_th_flag_7 corresponds to depth_flag_7.
Set_dep_th_flag_4 corresponds to depth_flag_4.
Thus we have tools to set each depth flag sequentially, each requiring previous one.
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.
Check each step's tool:
- flag_0: set_flag_o0 (sets flag_0)
- depth_flag_0: set_depth_flag_o0 (requires flag_0)
- depth_flag_1: set_depth_flag_o1 (requires depth_flag_0)
- depth_flag_2: set_dep-th_flag_2 (requires depth_flag_1)
- depth_flag_3: set_depth_flag_o3 (requires depth_flag_2)
- depth_flag_4: set_dep_th_flag_4 (requires depth_flag_3)
- depth_flag_5: set_depth_flag_o5 (requires depth_flag_4)
- depth_flag_6: set_depth_flag_o6 (requires depth_flag_5)
- depth_flag_7: set_dep_th_flag_7 (requires depth_flag_6)
- depth_flag_8: set_depth_flag_o8 (requires depth_flag_7)
Thus to get depth_flag_8 true we need to set all preceding flags in order.
Additionally, health-check requires art_0 artifact to be published.
We need to build artifact art_0 then publish it.
Tools:
- build-_art_0: name: build_artifact, params: artifact: artifact. Precondition: artifact must be 'absent'.
- publish_art_o0: name: publish_artifact, params: artifact: artifact. Precondition: artifact must be 'built'.
Thus steps: build artifact art_0, then publish artifact art_0.
Now we need to ensure we don't violate any preconditions inadvertently by trying to set a flag that's already true (but initially all false). We'll set them in order.
Now we need to consider service states: Starting down for svc_0 and svc_1.
We need to provision svc_0, configure, deploy, health-check.
Potentially we could also provision svc_1 but not needed.
Now we need to output JSON array of tool calls in order.
We must ensure each tool's precondition holds at moment of call.
Let's outline sequence:
1. set_flag_o0: set flag_0 (maintenance_window_open) to true. Precondition: flag_0 false (initially false). Good.
2. set_depth_flag_o0: set depth_flag_0 (feature_gate_on) true. Precondition: depth_flag_0 false, requires flag_0 true (now true). Good.
3. set_depth_flag_o1: set depth_flag_1 (backup_taken) true. Precondition: depth_flag_1 false, requires depth_flag_0 true (now true). Good.
4. set_dep-th_flag_2: set depth_flag_2 (quota_raised) true. Precondition: depth_flag_2 false, requires depth_flag_1 true (now true). Good.
5. set_depth_flag_o3: set depth_flag_3 (maintenance_window_open) true. Precondition: depth_flag_3 false, requires depth_flag_2 true (now true). Good.
6. set_dep_th_flag_4: set depth_flag_4 (secrets_synced) true. Precondition: depth_flag_4 false, requires depth_flag_3 true (now true). Good.
7. set_depth_flag_o5: set depth_flag_5 (feature_gate_on) true. Precondition: depth_flag_5 false, requires depth_flag_4 true (now true). Good.
8. set_depth_flag_o6: set depth_flag_6 (backup_taken) true. Precondition: depth_flag_6 false, requires depth_flag_5 true (now true). Good.
9. set_dep_th_flag_7: set depth_flag_7 (quota_raised) true. Precondition: depth_flag_7 false, requires depth_flag_6 true (now true). Good.
10. set_depth_flag_o8: set depth_flag_8 (maintenance_window_open) true. Precondition: depth_flag_8 false, requires depth_flag_7 true (now true). Good.
Now we have depth_flag_8 true.
Now handle artifact:
11. build-_art_0: build artifact art_0. Precondition: artifact absent (initially absent). Good.
12. publish_art_o0: publish artifact art_0. Precondition: artifact built (now after step 11). Good.
Now service provisioning:
13. advance_o0: provision svc_0. Precondition: svc_0 down (initially down). Good.
14. adva_nce_1: configure svc_0. Precondition: svc_0 provisioned (after step 13). Good.
15. adva-nce_2: deploy svc_0. Precondition: svc_0 configured (after step 14). Good.
16. adva-nce_3: health-check svc_0. Precondition: svc_0 deployed (after step 15), requires depth_flag_8 true (we have), requires art_0 artifact published (we have). Good.
After step 16, svc_0 becomes healthy.
Thus total 16 tool calls, within limit 32.
Now we need to output JSON array with objects: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Need to use exact entity IDs as given: service IDs: svc_0 (webhooks-0), svc_1 (auth-api-1). Artifact IDs: art_0 (release-image), art_1 (db-migration). Flag IDs: flag_0, depth_flag_0,... depth_flag_8.
Thus for each tool we need to pass appropriate param.
Let's list each tool's param name: they all have param "flag" or "service" or "artifact". For set_flag tools, param is "flag": flag ID. For provision/configure/deploy/health-check, param is "service": service ID. For build_artifact/publish_artifact, param is "artifact": artifact ID.
Thus produce JSON.
Check tool IDs exactly as given:
- set_flag_o0
- set_depth_flag_o0
- set_depth_flag_o1
- set_dep-th_flag_2
- set_depth_flag_o3
- set_dep_th_flag_4
- set_depth_flag_o5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_depth_flag_o8
- build-_art_0
- publish_art_o0
- advance_o0
- adva_nce_1
- adva-nce_2
- adva-nce_3
Note some IDs have hyphens and underscores. Need to copy exactly.
Let's verify each from list:
- set_flag_o0: yes.
- set_depth_flag_o0: yes.
- set_depth_flag_o1: yes.
- set_dep-th_flag_2: yes (note hyphen after dep? Actually "set_dep-th_flag_2").
- set_depth_flag_o3: yes.
- set_dep_th_flag_4: yes (note underscore after dep? "set_dep_th_flag_4").
- set_depth_flag_o5: yes.
- set_depth_flag_o6: yes.
- set_dep_th_flag_7: yes.
- set_depth_flag_o8: yes.
- build-_art_0: yes (note hyphen after build? "build-_art_0").
- publish_art_o0: yes.
- advance_o0: yes.
- adva_nce_1: yes.
- adva-nce_2: yes.
- adva-nce_3: yes.
Now produce JSON array.
Make sure ordering is correct.
Let's write:
[
{"tool":"set_flag_o0","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_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","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_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","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"}}
]
Double-check that each tool's precondition holds at that point.
After step 10, depth_flag_8 true.
After step 11, artifact built.
After step 12, artifact published.
After step 13, svc_0 provisioned.
After step 14, svc_0 configured.
After step 15, svc_0 deployed.
After step 16, svc_0 healthy.
All good.
Now ensure we didn't miss any other precondition like health-check requires depth_flag_8 flag to be set AND art_0 artifact to be published. Both satisfied.
Thus final answer is JSON array as above.
We must output only JSON array, no extra text.
Let's produce.
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 |