Record c449e8b1d20c41bab88ec35b07aac3e4
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:
- auth-api-0 is currently down (not yet provisioned).
- webhooks-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.
GOAL (all conditions must hold at the end):
- service 'auth-api-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (webhooks-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)
TOOL CATALOG:
- id: advance_0 | 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_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: advance_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_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_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: publish_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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_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_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_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 24 tool calls.
Response
[
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_depth_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_4", "args": {"flag": "depth_flag_4"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_0", "args": {"service": "svc_0"}},
{"tool": "advance_1", "args": {"service": "svc_0"}},
{"tool": "advance_2", "args": {"service": "svc_0"}},
{"tool": "advance_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to auth-api-0 healthy.
Goal: service auth-api-0 (svc_0) must be at least healthy.
Current state: all services down, artifacts absent, flags off.
We have many flags with dependencies:
Flag hierarchy appears as:
flag_0 = maintenance_window_open? Actually there are two entries: flag_0 (maintenance_window_open) and also depth_flag_3 (maintenance_window_open) and depth_flag_4 (secrets_synced). There's duplication but we follow given IDs.
List of flags:
- flag_0: maintenance_window_open (top-level)
- flag_1: secrets_synced (top-level)
- 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 (duplicate)
But they require certain ordering via preconditions:
set_depth_flag_0 requires flag_0 first.
set_depth_flag_1 requires depth_flag_0 first.
set_depth_flag_2 requires depth_flag_1 first.
set_depth_flag_3 requires depth_flag_2 first.
set_depth_flag_4 requires depth_flag_3 first.
Thus chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
Also top-level flag_1 maybe independent? Not used elsewhere except maybe needed? No tool references flag_1 directly. So ignore.
Now other steps: To get service healthy, we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision) requiring service down.
Configure uses advance_1 (configure) requiring service provisioned.
Deploy uses advance_2 (deploy) requiring service configured.
Health-check uses advance_3 (health-check) requiring service deployed AND depth_flag_4 flag set AND art_0 artifact published.
So we need to:
- Provision svc_0
- Configure svc_0
- Deploy svc_0
- Ensure depth_flag_4 set (via chain)
- Ensure art_0 published (build then publish)
- Then health-check svc_0.
Additionally, we might need to ensure any prerequisites like maintenance window open etc. But only requirement for health-check is depth_flag_4 and artifact published. No mention of needing maintenance_window_open flag itself aside from being prerequisite for depth_flag_0 chain. Indeed depth_flag_0 requires flag_0. So we need to set flag_0 (maintenance_window_open) first.
Thus overall steps:
1. set_flag_0 (flag_0) - sets maintenance_window_open true.
2. set_depth_flag_0 (depth_flag_0) - feature_gate_on.
3. set_depth_flag_1 (depth_flag_1) - backup_taken.
4. set_depth_flag_2 (depth_flag_2) - quota_raised.
5. set_depth_flag_3 (depth_flag_3) - maintenance_window_open (duplicate).
6. set_depth_flag_4 (depth_flag_4) - secrets_synced (duplicate).
7. build_art_0 (artifact art_0) - from absent to built.
8. publish_art_0 (artifact art_0) - from built to published.
9. advance_0 (provision svc_0)
10. advance_1 (configure svc_0)
11. advance_2 (deploy svc_0)
12. advance_3 (health-check svc_0)
Check preconditions each step.
Initial state: flag_0 false, depth flags false, artifact absent, service down.
Step1 set_flag_0: precondition flag_0 false => ok.
After step1: flag_0 true.
Step2 set_depth_flag_0: precondition depth_flag_0 false and requires flag_0 true => ok.
After step2: depth_flag_0 true.
Step3 set_depth_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true => ok.
After step3: depth_flag_1 true.
Step4 set_depth_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true => ok.
After step4: depth_flag_2 true.
Step5 set_depth_flag_3: precondition depth_flag_3 false and requires depth_flag_2 true => ok.
After step5: depth_flag_3 true.
Step6 set_depth_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true => ok.
After step6: depth_flag_4 true.
Step7 build_art_0: precondition artifact absent => ok.
After step7: artifact built.
Step8 publish_art_0: precondition artifact built => ok.
After step8: artifact published.
Step9 advance_0 provision svc_0: precondition service down => ok.
After step9: service provisioned.
Step10 advance_1 configure svc_0: precondition service provisioned => ok.
After step10: service configured.
Step11 advance_2 deploy svc_0: precondition service configured => ok.
After step11: service deployed.
Step12 advance_3 health-check svc_0: precondition service deployed, depth_flag_4 true, artifact published => all true.
After step12: service healthy.
Goal satisfied.
Total steps 12 <=24.
Need to output JSON array with objects {"tool":"<tool id>", "args":{...}}.
Tool IDs list:
- set_flag_0: id? In catalog: "set_flag_0" name set_flag param flag: flag. Yes.
- set_depth_flag_0: id set_depth_flag_0.
- set_depth_flag_1: id set_depth_flag_1.
- set_depth_flag_2: id set_depth_flag_2.
- set_depth_flag_3: id set_depth_flag_3.
- set_depth_flag_4: id set_depth_flag_4.
- build_art_0: id build_art_0.
- publish_art_0: id publish_art_0.
- advance_0: id advance_0.
- advance_1: id advance_1.
- advance_2: id advance_2.
- advance_3: id advance_3.
Args: For set_flag tools, param "flag": flag entity id. Which flag? For set_flag_0, flag is flag_0. For set_depth_flag_0, flag is depth_flag_0, etc.
For build_art_0 and publish_art_0: param "artifact": artifact id (art_0).
For advance_* tools: param "service": service id (svc_0).
Let's construct.
Array order as above.
Make sure no extra commas.
Return JSON only.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 12.0 |
| 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 | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |