Record d7741e9753ff427d91c318122dcc2588
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:
- 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_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_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": "set_dep_th_flag_9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_dep_th_flag_10", "args": {"flag": "depth_flag_10"}},
{"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 billing-0 reaching healthy state.
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 go through states:
Down -> provisioned via provision tool (advance_o0? Actually there's "advance_o0" named provision). Then configured via configure (adva_nce_1). Then deployed via deploy (adva_nce_2). Then healthy via health-check (adva_nce_3).
But health-check requires depth_flag_10 flag set and artifact art_0 published.
Thus before health-check we need to have built/published artifact art_0, and set depth_flag_10.
Also note flags: many duplicate names but they refer to different IDs with dependencies chain.
Let's list all flags and their relationships:
Base flag: flag_0 = maintenance_window_open (depth_flag_0?). Wait naming confusion.
Given entity IDs: 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).
So each group replicates same logical flag but deeper levels require previous level.
Specifically:
- To set depth_flag_0 (feature_gate_on): precondition: flag_0 must be true (requires flag_0 first). That matches description: set_dep_th_flag_0 sets depth_flag_0 requiring flag_0.
- To set depth_flag_1 (backup_taken): requires depth_flag_0.
- depth_flag_2 (quota_raised): requires depth_flag_1.
- depth_flag_3 (maintenance_window_open): requires depth_flag_2.
- depth_flag_4 (secrets_synced): requires depth_flag_3.
- depth_flag_5 (feature_gate_on): requires depth_flag_4.
- depth_flag_6 (backup_taken): requires depth_flag_5.
- depth_flag_7 (quota_raised): requires depth_flag_6.
- depth_flag_8 (maintenance_window_open): requires depth_flag_7.
- depth_flag_9 (secrets_synced): requires depth_flag_8.
- depth_flag_10 (feature_gate_on): requires depth_flag_9.
Thus to get depth_flag_10 true, we need to set up a chain starting from flag_0 then sequentially setting each depth flag.
All flags initially false.
Thus steps:
1. set_flag_0 (set_-flag_0) - makes flag_0 true.
Then we can set depth_flag_0 using set_dep_th_flag_0.
Then depth_flag_1 using set_dep_th_flag_1? Actually tool id: set_dep_th_flag_1 sets depth_flag_1 requiring depth_flag_0.
Similarly depth_flag_2: set_dep-th_flag_2 (note hyphen). etc.
We'll need to follow exactly the tool IDs given.
List of set_flag tools:
- set_-flag_0 : set flag_0 (maintenance_window_open) true. Precondition: flag_0 false.
- set_dep_th_flag_0 : set depth_flag_0 (feature_gate_on) true. Precondition: depth_flag_0 false, requires flag_0.
- set_dep_th_flag_1 : set depth_flag_1 (backup_taken) true. Precondition: depth_flag_1 false, requires depth_flag_0.
- set_dep-th_flag_2 : set depth_flag_2 (quota_raised) true. Precondition: depth_flag_2 false, requires depth_flag_1.
Note: tool id includes hyphen after dep? It's "set_dep-th_flag_2". We'll copy exactly.
- set_depth_flag_o3 : set depth_flag_3 (maintenance_window_open) true. Precondition: depth_flag_3 false, requires depth_flag_2. Note spelling: set_depth_flag_o3 (letter o then number 3?) Actually "set_depth_flag_o3". Use as given.
- set_dep_th_flag_4 : set depth_flag_4 (secrets_synced) true. Precondition: depth_flag_4 false, requires depth_flag_3.
- set_dep-th_flag_5 : set depth_flag_5 (feature_gate_on) true. Precondition: depth_flag_5 false, requires depth_flag_4.
- set_depth_flag_o6 : set depth_flag_6 (backup_taken) true. Precondition: depth_flag_6 false, requires depth_flag_5.
- set_dep_th_flag_7 : set depth_flag_7 (quota_raised) true. Precondition: depth_flag_7 false, requires depth_flag_6.
- set_dep_th_flag_8 : set depth_flag_8 (maintenance_window_open) true. Precondition: depth_flag_8 false, requires depth_flag_7.
- set_dep_th_flag_9 : set depth_flag_9 (secrets_synced) true. Precondition: depth_flag_9 false, requires depth_flag_8.
- set_dep_th_flag_10 : set depth_flag_10 (feature_gate_on) true. Precondition: depth_flag_10 false, requires depth_flag_9.
Now artifacts:
- build-_art_0 : build artifact art_0 (release-image) from absent to built. Precondition: artifact absent.
- publish_art_o0 : publish artifact art_0 from built to published. Precondition: artifact built.
Service tools:
- advance_o0 : provision service (down->provisioned). param service: service id.
- adva_nce_1 : configure service (provisioned->configured). param service.
- adva_nce_2 : deploy service (configured->deployed). param service.
- adva_nce_3 : health-check service (deployed->healthy). param service. Precondition: service deployed, requires depth_flag_10 flag set, requires art_0 artifact published.
Other tools like audit_logs, warm_cache are no-ops; we can ignore.
Goal: billing-0 healthy.
Thus we need to:
- Provision svc_0 (billing-0) => advance_o0 with service svc_0.
- Configure svc_0 => adva_nce_1 with service svc_0.
- Deploy svc_0 => adva_nce_2 with service svc_0.
- Before health-check, ensure depth_flag_10 true and artifact art_0 published.
Thus we need to do flag chain and artifact build/publish either before or after service steps, as long as preconditions satisfied when health-check called.
Health-check also requires service deployed (so after adva_nce_2). And requires depth_flag_10 true and artifact published.
Thus we can do flag chain and artifact steps anytime before health-check.
Now check if any other constraints: The health-check tool requires depth_flag_10 flag to be set. It also requires the art_0 artifact to be published. No other preconditions.
Thus plan:
1. set_-flag_0 (flag_0 true)
2. set_dep_th_flag_0 (depth_flag_0 true)
3. set_dep_th_flag_1 (depth_flag_1 true)
4. set_dep-th_flag_2 (depth_flag_2 true)
5. set_depth_flag_o3 (depth_flag_3 true)
6. set_dep_th_flag_4 (depth_flag_4 true)
7. set_dep-th_flag_5 (depth_flag_5 true)
8. set_depth_flag_o6 (depth_flag_6 true)
9. set_dep_th_flag_7 (depth_flag_7 true)
10. set_dep_th_flag_8 (depth_flag_8 true)
11. set_dep_th_flag_9 (depth_flag_9 true)
12. set_dep_th_flag_10 (depth_flag_10 true)
Now artifact:
13. build-_art_0 (build art_0)
14. publish_art_o0 (publish art_0)
Now service steps:
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) -> should achieve healthy.
Check preconditions:
- For each set_flag tool, we need to ensure its precondition flag is false and required flag(s) true.
We start all false.
After step1 flag_0 true.
Step2: depth_flag_0 false, requires flag_0 true -> ok.
Step3: depth_flag_1 false, requires depth_flag_0 true (now true) -> ok.
Step4: depth_flag_2 false, requires depth_flag_1 true -> ok.
Step5: depth_flag_3 false, requires depth_flag_2 true -> ok.
Step6: depth_flag_4 false, requires depth_flag_3 true -> ok.
Step7: depth_flag_5 false, requires depth_flag_4 true -> ok.
Step8: depth_flag_6 false, requires depth_flag_5 true -> ok.
Step9: depth_flag_7 false, requires depth_flag_6 true -> ok.
Step10: depth_flag_8 false, requires depth_flag_7 true -> ok.
Step11: depth_flag_9 false, requires depth_flag_8 true -> ok.
Step12: depth_flag_10 false, requires depth_flag_9 true -> ok.
Artifact: initially absent.
Step13: build-_art_0 precondition artifact absent -> ok, moves to built.
Step14: publish_art_o0 precondition artifact built -> ok, moves to published.
Service: initially down.
Step15: advance_o0 precondition service down -> ok, moves to provisioned.
Step16: adva_nce_1 precondition service provisioned -> ok, moves to configured.
Step17: adva_nce_2 precondition service configured -> ok, moves to deployed.
Step18: adva_nce_3 precondition service deployed, depth_flag_10 true, artifact published -> all true.
Thus goal achieved.
We used 18 tool calls, within limit 36.
Now output JSON array with objects {"tool": "<tool id>", "args": {"service": "...", ...}}.
Need to map each tool to correct args.
Tools:
- set_-flag_0: param flag: flag (the flag entity id?). According to spec: params: flag: flag. Likely we need to pass the flag entity id: flag_0? Actually the tool sets flag_0. The param is flag: flag. Probably we need to specify which flag entity to set? But the tool is specific to flag_0. However the description says "Set the flag_0 flag to true." So maybe the args expects {"flag": "flag_0"}? Let's see other set_flag tools: set_dep_th_flag_0 also param flag: flag. Likely they expect the flag entity id corresponding to the flag being set. Eg for set_dep_th_flag_0, we need to pass flag: "depth_flag_0". Similarly for set_dep_th_flag_1: flag: "depth_flag_1". For set_-flag_0: flag: "flag_0". For set_depth_flag_o3: flag: "depth_flag_3". etc.
Thus we need to include args: {"flag": "<entity id>"}.
Similarly for provision/configure/deploy/health-check: param service: service. So args: {"service": "svc_0"} (billing-0). For search-1 not needed.
For build_artifact: param artifact: artifact. So args: {"artifact": "art_0"}.
For publish_artifact: same.
Thus construct JSON.
Let's list each step with tool id and args.
Step1: tool "set_-flag_0", args {"flag": "flag_0"}
Step2: tool "set_dep_th_flag_0", args {"flag": "depth_flag_0"}
Step3: tool "set_dep_th_flag_1", args {"flag": "depth_flag_1"}
Step4: tool "set_dep-th_flag_2", args {"flag": "depth_flag_2"}
Step5: tool "set_depth_flag_o3", args {"flag": "depth_flag_3"}
Step6: tool "set_dep_th_flag_4", args {"flag": "depth_flag_4"}
Step7: tool "set_dep-th_flag_5", args {"flag": "depth_flag_5"}
Step8: tool "set_depth_flag_o6", args {"flag": "depth_flag_6"}
Step9: tool "set_dep_th_flag_7", args {"flag": "depth_flag_7"}
Step10: tool "set_dep_th_flag_8", args {"flag": "depth_flag_8"}
Step11: tool "set_dep_th_flag_9", args {"flag": "depth_flag_9"}
Step12: tool "set_dep_th_flag_10", args {"flag": "depth_flag_10"}
Step13: tool "build-_art_0", args {"artifact": "art_0"}
Step14: tool "publish_art_o0", args {"artifact": "art_0"}
Step15: tool "advance_o0", args {"service": "svc_0"}
Step16: tool "adva_nce_1", args {"service": "svc_0"}
Step17: tool "adva_nce_2", args {"service": "svc_0"}
Step18: tool "adva_nce_3", args {"service": "svc_0"}
Now output JSON array.
Make sure proper escaping of hyphens and underscores as in tool IDs.
Let's craft final answer.
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 |
| plan_overhead | 0.0 |
| 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 |