Record 7c3e151855a249c8bfc7523ae8ab08ee
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:
- search-0 is currently down (not yet provisioned).
- notifier-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 'search-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-0), svc_1 (notifier-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: 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_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: 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_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_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_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: 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_6 flag to be set. Requires the art_0 artifact to be published.
- 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: adva_nce_0 | 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_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_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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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: advance_o2 | 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 28 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_depth_flag_o2","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":"adva_nce_0","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 sequence of tool calls leading to service search-0 reaching healthy state.
Goal: service 'search-0' must reach at least the 'healthy' state.
Current state: search-0 is down (svc_0). Notifier-1 also down but irrelevant.
Release-image artifact absent. DB migration artifact absent.
Maintenance window open flag off (flag_0? Actually there are multiple flags with same names due to duplication?). Let's parse:
List of flags given:
- 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) // duplicate?
- depth_flag_4 (secrets_synced)
- depth_flag_5 (feature_gate_on)
- depth_flag_6 (backup_taken)
So we have two sets: top-level flags (flag_0..?) maybe used as prerequisites for setting depth flags via set_flag commands like set_dep_th_flag_0 requires flag_0 then sets depth_flag_0 etc.
Let's examine each tool:
- dec_oy_1: warm_cache (no effect)
- set_dep_th_flag_1: set_flag param flag -> sets depth_flag_1 true. Precondition: depth_flag_1 currently false. Requires depth_flag_0 flag first. So before using this, depth_flag_0 must be true.
- decoy_o0: audit_logs (no effect)
- set_depth_flag_o2: set_flag param flag -> sets depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 flag first.
- set_depth_flag_o3: set_flag param flag -> sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 flag first.
- set_dep_th_flag_4: set_flag param flag -> sets depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 flag first.
- adva-nce_3: health-check moves service from deployed to healthy. Precondition: service must be deployed. Requires depth_flag_6 flag to be set. Requires art_0 artifact to be published.
- build_art_0: builds artifact art_0 from absent to built. Precondition: artifact absent.
- adva_nce_0: provision moves service from down to provisioned. Precondition: service down.
- set_dep_th_flag_0: set_flag param flag -> sets depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 flag first.
- set_dep_th_flag_6: set_flag param flag -> sets depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 flag first.
- advance_o1: configure moves service from provisioned to configured. Precondition: service provisioned.
- set_-flag_0: set_flag param flag -> sets flag_0 true. Precondition: flag_0 false.
- set_dep-th_flag_5: set_flag param flag -> sets depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 flag first.
- publis-h_art_0: publish artifact art_0 from built to published. Precondition: artifact built.
- advance_o2: deploy moves service from configured to deployed. Precondition: service configured.
Thus path to get service healthy:
1. Provision service (adva_nce_0) => down->provisioned.
2. Configure service (advance_o1) => provisioned->configured.
3. Deploy service (advance_o2) => configured->deployed.
4. Then health-check (adva-nce_3) => deployed->healthy, requiring depth_flag_6 true and art_0 published.
Thus we need to ensure depth_flag_6 true and art_0 published before health-check.
Now how to set depth_flag_6?
Depth flags chain: depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 ?
From tools:
- set_dep_th_flag_0 sets depth_flag_0, requires flag_0.
- set_dep_th_flag_1 sets depth_flag_1, requires depth_flag_0.
- set_depth_flag_o2 sets depth_flag_2, requires depth_flag_1.
- set_depth_flag_o3 sets depth_flag_3, requires depth_flag_2.
- set_dep_th_flag_4 sets depth_flag_4, requires depth_flag_3.
- set_dep-th_flag_5 sets depth_flag_5, requires depth_flag_4.
- set_dep_th_flag_6 sets depth_flag_6, requires depth_flag_5.
Thus we need to set flag_0 first (maintenance_window_open) via set_-flag_0.
Then set depth_flag_0 via set_dep_th_flag_0.
Then set depth_flag_1 via set_dep_th_flag_1.
Then set depth_flag_2 via set_depth_flag_o2.
Then set depth_flag_3 via set_depth_flag_o3.
Then set depth_flag_4 via set_dep_th_flag_4.
Then set depth_flag_5 via set_dep-th_flag_5.
Then set depth_flag_6 via set_dep_th_flag_6.
Also need to build and publish artifact art_0.
Build artifact: build_art_0 (requires artifact absent). Currently absent. After building, artifact becomes built.
Publish artifact: publis-h_art_0 (requires artifact built). After publishing, artifact becomes published.
Health-check requires art_0 published.
Thus steps:
- set_-flag_0 (set flag_0 true)
- set_dep_th_flag_0 (set depth_flag_0 true)
- set_dep_th_flag_1 (depth_flag_1 true)
- set_depth_flag_o2 (depth_flag_2 true)
- set_depth_flag_o3 (depth_flag_3 true)
- set_dep_th_flag_4 (depth_flag_4 true)
- set_dep-th_flag_5 (depth_flag_5 true)
- set_dep_th_flag_6 (depth_flag_6 true)
- build_art_0
- publis-h_art_0
- adva_nce_0 (provision svc_0)
- advance_o1 (configure svc_0)
- advance_o2 (deploy svc_0)
- adva-nce_3 (health-check svc_0) -> healthy
Check ordering constraints: For health-check, need depth_flag_6 set and art_0 published. We'll have those before health-check.
Provision/configure/deploy can happen earlier or later; they don't depend on flags except health-check step. However note that health-check requires service to be deployed. So we must have deployed before health-check. Could do provision/configure/deploy after flags and artifact, or before. As long as before health-check.
Potential issue: Some tools might have preconditions about service state. Let's list each tool's precondition:
- adva_nce_0 (provision): service must be down. Initially svc_0 down. If we provision later after other steps, still down unless we changed state. No other tool changes service state except advance_o1, advance_o2, adva-nce_3. So if we do flags and artifact first, service remains down, okay.
- advance_o1 (configure): service must be provisioned. So we need to have called provision before configure.
- advance_o2 (deploy): service must be configured.
- adva-nce_3 (health-check): service must be deployed. Also requires depth_flag_6 and art_0 published.
Thus we need to follow that order.
Thus final sequence:
1. set_-flag_0
2. set_dep_th_flag_0
3. set_dep_th_flag_1
4. set_depth_flag_o2
5. set_depth_flag_o3
6. set_dep_th_flag_4
7. set_dep-th_flag_5
8. set_dep_th_flag_6
9. build_art_0
10. publis-h_art_0
11. adva_nce_0 (provision svc_0)
12. advance_o1 (configure svc_0)
13. advance_o2 (deploy svc_0)
14. adva-nce_3 (health-check svc_0)
That's 14 tool calls, within limit 28.
Need to output JSON array with objects: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Tool IDs exactly as given: e.g., set_-flag_0, set_dep_th_flag_0, set_dep_th_flag_1, set_depth_flag_o2, 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, adva_nce_0, advance_o1, advance_o2, adva-nce_3.
Check naming: some have hyphens and underscores. Must match exactly.
List:
- set_-flag_0 (note: there is a leading underscore? Actually tool id: "set_-flag_0". Yes includes set_-flag_0.)
- set_dep_th_flag_0
- set_dep_th_flag_1
- set_depth_flag_o2
- set_depth_flag_o3
- set_dep_th_flag_4
- set_dep-th_flag_5 (note hyphen after dep? Actually "set_dep-th_flag_5". There's a hyphen between dep and th? In list: "set_dep-th_flag_5". Yes.)
- set_dep_th_flag_6
- build_art_0
- publis-h_art_0 (note hyphen after publis? Actually "publis-h_art_0".)
- adva_nce_0
- advance_o1
- advance_o2
- adva-nce_3
Check each tool's param name: all have param "flag" or "service" or "artifact". For set_flag tools, param is "flag": flag entity id. For provision/configure/deploy/health-check, param is "service": service entity id. For build_artifact/publish_artifact, param is "artifact": artifact entity id.
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).
Thus for set_-flag_0, args: {"flag": "flag_0"}.
For set_dep_th_flag_0: {"flag": "depth_flag_0"}.
Set_dep_th_flag_1: {"flag": "depth_flag_1"}.
Set_depth_flag_o2: {"flag": "depth_flag_2"}.
Set_depth_flag_o3: {"flag": "depth_flag_3"}.
Set_dep_th_flag_4: {"flag": "depth_flag_4"}.
Set_dep-th_flag_5: {"flag": "depth_flag_5"}.
Set_dep_th_flag_6: {"flag": "depth_flag_6"}.
Build_art_0: {"artifact": "art_0"}.
Publis-h_art_0: {"artifact": "art_0"}.
Adva_nce_0: {"service": "svc_0"}.
Advance_o1: {"service": "svc_0"}.
Advance_o2: {"service": "svc_0"}.
Adva-nce_3: {"service": "svc_0"}.
Double-check that any tool requires other flags as precondition besides the flag being set. For set_dep_th_flag_0, precondition: depth_flag_0 false, requires flag_0 flag first. So we must have flag_0 true before calling set_dep_th_flag_0. We'll have set_-flag_0 first, good.
Set_dep_th_flag_1 requires depth_flag_0 flag first. So after we set depth_flag_0, ok.
Set_depth_flag_o2 requires depth_flag_1 flag first.
Set_depth_flag_o3 requires depth_flag_2 flag first.
Set_dep_th_flag_4 requires depth_flag_3 flag first.
Set_dep-th_flag_5 requires depth_flag_4 flag first.
Set_dep_th_flag_6 requires depth_flag_5 flag first.
Thus ordering correct.
Now check that any tool has additional hidden preconditions like "requires the depth_flag_0 flag first" meaning that flag must be true, not just that we called it earlier. Since we set it true just before, fine.
Now check that health-check requires depth_flag_6 flag to be set and art_0 artifact to be published. We'll have done those before.
Now check that provision, configure, deploy have no other preconditions besides service state. Good.
Thus plan works.
Now output JSON array.
Make sure no extra text.
Let's craft:
[
{"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_depth_flag_o2","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":"adva_nce_0","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 count: 14.
Now ensure no stray commas.
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 |