Record bd95a6369b0d42328479bb9a387b1703
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).
- scheduler-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 '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 (scheduler-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: 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_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: 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_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: 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_o7 | 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_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: 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_10 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: 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_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_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_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_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: 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: 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: 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_depth_flag_o4 | 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_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 36 tool calls.
Response
[
{"tool": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "adva-nce_2", "args": {"service": "svc_0"}},
{"tool": "set_flag_0", "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_depth_flag_o4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_o5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_dep-th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_depth_flag_o7", "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": "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 auth-api-0 healthy.
Goal: service auth-api-0 (svc_0) must reach at least 'healthy'.
Current state: all services down, artifacts absent, flags off.
We have many duplicate flags with weird naming but we can treat them as separate boolean variables? Actually they refer to same underlying logical flags maybe duplicates due to copy-paste errors. But each flag appears multiple times with different IDs like flag_0, depth_flag_0 etc. We'll need to follow dependencies.
Let's list actual unique flags:
From description: - maintenance_window_open flag is off. That's flag_0? They gave 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 there are three groups: main flags (flag_0, flag_1) plus depth_flag series representing repeated copies perhaps used by some tools requiring certain depth_flags before setting others.
Tools referencing depth_flag numbers require those specific depth_flags.
Thus we need to satisfy prerequisites for health-check tool: requires depth_flag_10 flag to be set AND art_0 artifact to be published.
Health-check moves service from deployed to healthy.
Thus steps needed:
1. Provision svc_0 (adva-nce_0) -> from down to provisioned.
2. Configure svc_0 (advance_o1) -> from provisioned to configured.
3. Deploy svc_0 (adva-nce_2) -> from configured to deployed.
4. Ensure art_0 built and published.
- Build artifact (_build_art_0): builds art_0 from absent to built.
- Publish artifact (publis-h_art_0): from built to published.
5. Need depth_flag_10 set true.
Depth_flag_10 corresponds to feature_gate_on group third level? Let's see chain: There are several set_flag tools that set various depth flags with dependencies.
List set_flag tools:
- set_depth_flag_o3: sets depth_flag_3 true, precondition false, requires depth_flag_2 first.
- set_dep-th_flag_8: sets depth_flag_8 true, precondition false, requires depth_flag_7 first.
- set_dep_th_flag_9: sets depth_flag_9 true, precondition false, requires depth_flag_8 first.
- set_depth_flag_o7: sets depth_flag_7 true, precondition false, requires depth_flag_6 first.
- set_depth_flag_o1: sets depth_flag_1 true, precondition false, requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 true, precondition false, requires depth_flag_1 first.
- set_depth_flag_o0: sets depth_flag_0 true, precondition false, requires flag_0 first.
- set_depth_flag_o5: sets depth_flag_5 true, precondition false, requires depth_flag_4 first.
- set_dep-th_flag_6: sets depth_flag_6 true, precondition false, requires depth_flag_5 first.
- set_depth_flag_o4: sets depth_flag_4 true, precondition false, requires depth_flag_3 first.
- set_flag_0: sets flag_0 true, precondition false.
Also there might be other set_flag for flag_1? Not listed. No direct tool for flag_1? Possibly not needed.
Thus to get depth_flag_10 we need set_dep_th_flag_10 tool which sets depth_flag_10 true, precondition false, requires depth_flag_9 first.
Set_dep_th_flag_10 exists: id: set_dep_th_flag_10 | name: set_flag | params: flag: flag ; Sets depth_flag_10 true, precondition false, requires depth_flag_9 first.
Thus chain: To set depth_flag_10, need depth_flag_9 true. To set depth_flag_9, need depth_flag_8 true. To set depth_flag_8, need depth_flag_7 true. To set depth_flag_7, need depth_flag_6 true. To set depth_flag_6, need depth_flag_5 true. To set depth_flag_5, need depth_flag_4 true. To set depth_flag_4, need depth_flag_3 true. To set depth_flag_3, need depth_flag_2 true. To set depth_flag_2, need depth_flag_1 true. To set depth_flag_1, need depth_flag_0 true. To set depth_flag_0, need flag_0 true.
Thus we need to set flag_0 via set_flag_0 then cascade up through depth flags using appropriate set_flag tools.
But note there are also alternative paths: For example set_depth_flag_o3 sets depth_flag_3 directly if depth_flag_2 already true. So we still need to go stepwise.
Thus we need to execute set_flag_0, then set_depth_flag_o0 (depth_flag_0), then set_depth_flag_o1 (depth_flag_1), then set_dep_th_flag_2 (depth_flag_2), then set_depth_flag_o3 (depth_flag_3), then set_depth_flag_o4 (depth_flag_4), then set_depth_flag_o5 (depth_flag_5), then set_dep-th_flag_6 (depth_flag_6), then set_depth_flag_o7 (depth_flag_7), then set_dep-th_flag_8 (depth_flag_8), then set_dep_th_flag_9 (depth_flag_9), then set_dep_th_flag_10 (depth_flag_10).
Check names exactly:
- set_flag_0: id: set_flag_0 | name: set_flag | params: flag: flag . It sets flag_0.
- set_depth_flag_o0: id: set_depth_flag_o0 | name: set_flag | params: flag: flag . Sets depth_flag_0 true, requires flag_0 first.
- set_depth_flag_o1: id: set_depth_flag_o1 | name: set_flag | params: flag: flag . Sets depth_flag_1 true, requires depth_flag_0 first.
- set_dep_th_flag_2: id: set_dep_th_flag_2 | name: set_flag | params: flag: flag . Sets depth_flag_2 true, requires depth_flag_1 first.
- set_depth_flag_o3: id: set_depth_flag_o3 | name: set_flag | params: flag: flag . Sets depth_flag_3 true, requires depth_flag_2 first.
- set_depth_flag_o4: id: set_depth_flag_o4 | name: set_flag | params: flag: flag . Sets depth_flag_4 true, requires depth_flag_3 first.
- set_depth_flag_o5: id: set_depth_flag_o5 | name: set_flag | params: flag: flag . Sets depth_flag_5 true, requires depth_flag_4 first.
- set_dep-th_flag_6: id: set_dep-th_flag_6 | name: set_flag | params: flag: flag . Sets depth_flag_6 true, requires depth_flag_5 first.
- set_depth_flag_o7: id: set_depth_flag_o7 | name: set_flag | params: flag: flag . Sets depth_flag_7 true, requires depth_flag_6 first.
- set_dep-th_flag_8: id: set_dep-th_flag_8 | name: set_flag | params: flag: flag . Sets depth_flag_8 true, requires depth_flag_7 first.
- set_dep_th_flag_9: id: set_dep_th_flag_9 | name: set_flag | params: flag: flag . Sets depth_flag_9 true, requires depth_flag_8 first.
- set_dep_th_flag_10: id: set_dep_th_flag_10 | name: set_flag | params: flag: flag . Sets depth_flag_10 true, requires depth_flag_9 first.
Now after depth_flag_10 set, we need art_0 published.
Build artifact: build-_art_0 (id: build-_art_0) builds art_0 from absent to built.
Publish artifact: publis-h_art_0 (id: publis-h_art_0) publishes from built to published.
Note underscores/hyphens: need to match exactly.
Now after publishing artifact and having depth_flag_10 true, we can health-check svc_0: advance_o3 (health-check) requires service currently deployed, depth_flag_10 set, and art_0 published.
Thus final step: health-check svc_0.
Now ensure we haven't missed any other prerequisites like maybe need to set other flags? Not required.
Now let's construct sequence:
Start: all down, artifacts absent, flags false.
Step1: provision svc_0: adva-nce_0 (note hyphen?). Tool id: adva-nce_0 (looks like "adva-nce_0" with hyphen between va and nce). Use exactly as given.
Step2: configure svc_0: advance_o1 (id: advance_o1). Note underscore o1.
Step3: deploy svc_0: adva-nce_2 (id: adva-nce_2).
Step4: set_flag_0.
Step5: set_depth_flag_o0.
Step6: set_depth_flag_o1.
Step7: set_dep_th_flag_2.
Step8: set_depth_flag_o3.
Step9: set_depth_flag_o4.
Step10: set_depth_flag_o5.
Step11: set_dep-th_flag_6.
Step12: set_depth_flag_o7.
Step13: set_dep-th_flag_8.
Step14: set_dep_th_flag_9.
Step15: set_dep_th_flag_10.
Step16: build-_art_0.
Step17: publis-h_art_0.
Step18: advance_o3 (health-check) on svc_0.
That should achieve healthy.
Check preconditions each step:
- adva-nce_0: service down -> ok.
- advance_o1: service provisioned -> after step1 yes.
- adva-nce_2: service configured -> after step2 yes.
- set_flag_0: flag_0 false initially -> ok.
- set_depth_flag_o0: requires flag_0 true -> after step4 yes; depth_flag_0 false -> ok.
- set_depth_flag_o1: requires depth_flag_0 true -> after step5 yes; depth_flag_1 false -> ok.
- set_dep_th_flag_2: requires depth_flag_1 true -> after step6 yes; depth_flag_2 false -> ok.
- set_depth_flag_o3: requires depth_flag_2 true -> after step7 yes; depth_flag_3 false -> ok.
- set_depth_flag_o4: requires depth_flag_3 true -> after step8 yes; depth_flag_4 false -> ok.
- set_depth_flag_o5: requires depth_flag_4 true -> after step9 yes; depth_flag_5 false -> ok.
- set_dep-th_flag_6: requires depth_flag_5 true -> after step10 yes; depth_flag_6 false -> ok.
- set_depth_flag_o7: requires depth_flag_6 true -> after step11 yes; depth_flag_7 false -> ok.
- set_dep-th_flag_8: requires depth_flag_7 true -> after step12 yes; depth_flag_8 false -> ok.
- set_dep_th_flag_9: requires depth_flag_8 true -> after step13 yes; depth_flag_9 false -> ok.
- set_dep_th_flag_10: requires depth_flag_9 true -> after step14 yes; depth_flag_10 false -> ok.
- build-_art_0: artifact absent -> ok.
- publis-h_art_0: artifact built -> after step16 yes; artifact not published -> ok.
- advance_o3: health-check: requires service deployed (after step3 yes), depth_flag_10 true (after step15 yes), art_0 published (after step17 yes). Also requires depth_flag_10 flag set (we have). Good.
Thus after step18 service becomes healthy.
Goal satisfied.
We used 18 tool calls (<36). Output JSON array.
Need to format each as {"tool": "<tool id>", "args": {"service": "svc_0" or "artifact": "art_0" or "flag": ???}}.
For set_flag tools, param is "flag": flag entity id? Which flag entity? The tool expects flag param referencing a flag entity. For set_flag_0, flag is flag_0. For set_depth_flag_o0, flag is depth_flag_0. etc.
Thus we need to map.
Let's list mapping:
set_flag_0 -> flag: flag_0
set_depth_flag_o0 -> flag: depth_flag_0
set_depth_flag_o1 -> flag: depth_flag_1
set_dep_th_flag_2 -> flag: depth_flag_2
set_depth_flag_o3 -> flag: depth_flag_3
set_depth_flag_o4 -> flag: depth_flag_4
set_depth_flag_o5 -> flag: depth_flag_5
set_dep-th_flag_6 -> flag: depth_flag_6
set_depth_flag_o7 -> flag: depth_flag_7
set_dep-th_flag_8 -> flag: depth_flag_8
set_dep_th_flag_9 -> flag: depth_flag_9
set_dep_th_flag_10 -> flag: depth_flag_10
Provision/deploy/configure/health-check: service param.
Build/publish artifact: artifact param.
Now produce JSON.
Make sure to escape hyphens correctly in strings.
Tool IDs contain hyphens and underscores; we keep as given.
Let's craft.
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 |