Record 1a99b76cc0be476e82ed69366ee92782
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args"..."
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:
- cache-0 is currently down (not yet provisioned).
- gateway-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.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (gateway-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)
TOOL CATALOG:
- 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_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: 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_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: advance_o3 | 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_6 flag to be set. Requires the art_0 artifact to be published.
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_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: 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_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: 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_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_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_-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 28 tool calls.
Response
[{"tool":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args":{"service":"svc_0"}},{"tool":"advance_o2","args":{"service":"svc_0"}},{"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_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_dep_th_flag_5","args":{"flag":"depth_flag_5"}},{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},{"tool":"build-_art_0","args":{"artifact":"art_0"}},{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},{"tool":"advance_o3","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service cache-0 reaching healthy state.
Goal: service 'cache-0' must reach at least the 'healthy' state.
Current state: all services are down? It says cache-0 is currently down (not yet provisioned). gateway-1 also down. No artifacts exist. Flags all off.
Thus we need to:
- Provision cache-0 (svc_0) using advance_o0 (provision): moves from down -> provisioned.
- Then configure via adva-nce_1 (configure): moves from provisioned -> configured.
- Then deploy via deploy (advance_o2): moves from configured -> deployed.
- Then health-check via advance_o3: moves from deployed -> healthy, but requires depth_flag_6 set and art_0 artifact published.
So before health-check we need to have built and published art_0, and set depth_flag_6 true.
Depth flags chain: Let's list them with their dependencies:
depth_flag_0 (feature_gate_on) - precondition: flag_0 (maintenance_window_open) must be true first? Actually description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So need flag_0 true then can set depth_flag_0.
depth_flag_1 (secrets_synced) - requires depth_flag_0 first.
depth_flag_2 (quota_raised) - requires depth_flag_1 first.
depth_flag_3 (maintenance_window_open) - wait there is duplicate naming: they gave depth_flag_3 as maintenance_window_open again? Actually they listed both flag_0 and depth_flag_3 as maintenance_window_open. But anyway depth_flag_3 requires depth_flag_2 first.
depth_flag_4 (secrets_synced) - requires depth_flag_3 first.
depth_flag_5 (feature_gate_on) - requires depth_flag_4 first.
depth_flag_6 (backup_taken) - requires depth_flag_5 first.
Thus to set depth_flag_6 we need to go through chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
Also note there are separate set_flag tools for each depth flag and for flag_0 etc.
List of set_flag tools given:
- set_dep-th_flag_4 : sets depth_flag_4, requires depth_flag_3.
- set_dep_th_flag_0 : sets depth_flag_0, requires flag_0.
- set_depth_flag_o1 : sets depth_flag_1, requires depth_flag_0.
- set_dep_th_flag_5 : sets depth_flag_5, requires depth_flag_4.
- set_dep_th_flag_2 : sets depth_flag_2, requires depth_flag_1.
- set_depth_flag_o3 : sets depth_flag_3, requires depth_flag_2.
- set_-flag_0 : sets flag_0 (no prereq).
- set_dep_th_flag_6 : sets depth_flag_6, requires depth_flag_5.
Check each exists: yes.
Now artifact steps:
- build-_art_0 : builds art_0 from absent to built.
- publis-h_art_0 : publishes art_0 from built to published.
Precondition: artifact must be built for publish.
Now we need to ensure after building/publishing we have art_0 published.
Now let's design sequence:
Start: All down, flags false, artifacts absent.
Step 1: provision cache-0 (svc_0) using advance_o0.
Step 2: configure cache-0 using adva-nce_1.
Step 3: deploy cache-0 using advance_o2 (deploy). Now service is deployed.
But we still need to get to healthy later after setting flags and publishing artifact.
Alternatively could do flags earlier; doesn't matter.
Proceed to set flags chain.
First set flag_0 (maintenance_window_open) using set_-flag_0.
Then set depth_flag_0 using set_dep_th_flag_0.
Then set depth_flag_1 using set_depth_flag_o1.
Then set depth_flag_2 using set_dep_th_flag_2.
Then set depth_flag_3 using set_depth_flag_o3.
Then set depth_flag_4 using set_dep-th_flag_4.
Then set depth_flag_5 using set_dep_th_flag_5.
Then set depth_flag_6 using set_dep_th_flag_6.
Now we need artifact: build then publish.
We can interleave anywhere before health-check.
After depth_flag_6 set and artifact published, we can health-check.
Health-check tool: advance_o3 (health-check) requires depth_flag_6 set and art_0 published.
Thus final step: health-check cache-0.
Let's verify each tool's preconditions at time of call.
We'll track states.
Initial:
- svc_0: down
- svc_1: down
- art_0: absent
- art_1: absent
- flag_0: false
- depth_flag_0..6: false
Now step by step.
1. advance_o0 provision svc_0: precondition svc_0 down => ok. After: svc_0 provisioned.
2. adva-nce_1 configure svc_0: precondition svc_0 provisioned => ok. After: svc_0 configured.
3. advance_o2 deploy svc_0: precondition svc_0 configured => ok. After: svc_0 deployed.
Now flags.
4. set_-flag_0 flag flag_0: precondition flag_0 false => ok. After flag_0 true.
5. set_dep_th_flag_0 flag depth_flag_0: precondition depth_flag_0 false, requires flag_0 true => ok. After depth_flag_0 true.
6. set_depth_flag_o1 flag depth_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true => ok. After depth_flag_1 true.
7. set_dep_th_flag_2 flag depth_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true => ok. After depth_flag_2 true.
8. set_depth_flag_o3 flag depth_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true => ok. After depth_flag_3 true.
9. set_dep-th_flag_4 flag depth_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true => ok. After depth_flag_4 true.
10. set_dep_th_flag_5 flag depth_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true => ok. After depth_flag_5 true.
11. set_dep_th_flag_6 flag depth_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true => ok. After depth_flag_6 true.
Now artifact.
12. build-_art_0 artifact art_0: precondition art_0 absent => ok. After art_0 built.
13. publis-h_art_0 artifact art_0: precondition art_0 built => ok. After art_0 published.
Now health-check.
14. advance_o3 health-check svc_0: precondition svc_0 deployed, depth_flag_6 true, art_0 published => all satisfied. After: svc_0 healthy.
Goal achieved.
Total tool calls: 14 (<=28). Good.
Need to output JSON array with objects {"tool": "<tool id>", "args": {...}}.
Tool IDs exactly as given in catalog:
- advance_o0
- adva-nce_1
- advance_o2
- set_-flag_0
- set_dep_th_flag_0
- set_depth_flag_o1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_dep_th_flag_6
- build-_art_0
- publis-h_art_0
- advance_o3
Make sure to match hyphens and underscores exactly.
Check each tool id spelling:
From catalog:
- advance_o0 | name: provision
- adva-nce_1 | name: configure
- advance_o2 | name: deploy
- set_-flag_0 | name: set_flag
- set_dep_th_flag_0 | name: set_flag
- set_depth_flag_o1 | name: set_flag
- set_dep_th_flag_2 | name: set_flag
- set_depth_flag_o3 | name: set_flag
- set_dep-th_flag_4 | name: set_flag
- set_dep_th_flag_5 | name: set_flag
- set_dep_th_flag_6 | name: set_flag
- build-_art_0 | name: build_artifact
- publis-h_art_0 | name: publish_artifact
- advance_o3 | name: health-check
Yes.
Args: For provision/configure/deploy/health-check: param "service": service id (svc_0). For set_flag: param "flag": flag id (e.g., flag_0, depth_flag_0, etc.). For build_artifact/publish_artifact: param "artifact": artifact id (art_0).
Now produce JSON array.
Let's construct.
[{"tool":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args":{"service":"svc_0"}},{"tool":"advance_o2","args":{"service":"svc_0"}},{"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_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_dep_th_flag_5","args":{"flag":"depth_flag_5"}},{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},{"tool":"build-_art_0","args":{"artifact":"art_0"}},{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},{"tool":"advance_o3","args":{"service":"svc_0"}}]
Check ordering: after set_dep_th_flag_6 we have depth_flag_6 true. Then build and publish artifact. Then health-check.
All preconditions satisfied.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |