Record 84bcead062df49fd97fda9cfb2fc22b6
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"adva-nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","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:
- ledger-0 is currently down (not yet provisioned).
- reporting-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 'ledger-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ledger-0), svc_1 (reporting-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: 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_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_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: 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_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_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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: decoy_o1 | 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_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: 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_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.
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":"adva-nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","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_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_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_3","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to ledger-0 healthy. Let's parse states:
Current flags all off? They list many duplicates but essentially all flags false initially: maintenance_window_open flag off, secrets_synced off, feature_gate_on off, backup_taken off, quota_raised off, plus duplicate entries same names with different IDs maybe representing hierarchical dependencies.
Let's map each flag entity ID to its meaning:
Given ENTITY IDS section:
- Services: svc_0 (ledger-0), svc_1 (reporting-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)
So there are two sets: top-level flags (flag_0, flag_1) then depth flags chain: depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
But note they have repeated naming: depth_flag_0 corresponds to feature_gate_on, depth_flag_1 backup_taken, depth_flag_2 quota_raised, depth_flag_3 maintenance_window_open again, depth_flag_4 secrets_synced again, depth_flag_5 feature_gate_on again, depth_flag_6 backup_taken again.
Thus we have multiple flags possibly used as prerequisites for certain actions.
Now look at tool definitions:
- provision: moves service from down to provisioned. precondition: service currently down. No other requirements.
- set_dep_th_flag_1: set depth_flag_1 true. requires depth_flag_0 first (must be true?). Actually description: "Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first." Means before executing this tool, depth_flag_0 must already be true.
Similarly set_dep_th_flag_2: set depth_flag_2 true, requires depth_flag_1 first.
build_art_0: builds artifact art_0 from absent to built. precondition: artifact absent.
decoy_o0: audit logs - no effect.
set_dep_th_flag_6: set depth_flag_6 true, requires depth_flag_5 first.
advance_o2: deploy service from configured to deployed. precondition: service currently configured.
publis_h_art_0: publish artifact from built to published. precondition: artifact built.
adva_nce_3: health-check service from deployed to healthy. precondition: service currently deployed. Requires depth_flag_6 flag to be set. Requires art_0 artifact to be published.
decoy_o1: warm cache - no effect.
set_flag_0: set flag_0 true. precondition: flag_0 false.
set_depth_flag_o3: set depth_flag_3 true. precondition: depth_flag_3 false. Requires depth_flag_2 first.
set_dep_th_flag_0: set depth_flag_0 true. precondition: depth_flag_0 false. Requires flag_0 first.
set_dep_th_flag_4: set depth_flag_4 true. precondition: depth_flag_4 false. Requires depth_flag_3 first.
advance_o1: configure service from provisioned to configured. precondition: service provisioned.
set_dep_th_flag_5: set depth_flag_5 true. precondition: depth_flag_5 false. Requires depth_flag_4 first.
Goal: ledger-0 healthy.
To get health-check, we need ledger-0 deployed, depth_flag_6 true, art_0 published.
Deploy requires ledger-0 configured.
Configure requires ledger-0 provisioned.
Provision requires ledger-0 down (currently down). So start: provision ledger-0.
Then configure ledger-0.
Then deploy ledger-0.
Before health-check, need depth_flag_6 true and art_0 published.
Depth_flag_6 depends on chain: need depth_flag_0 through depth_flag_5 set sequentially, each requiring previous.
Specifically:
depth_flag_0 requires flag_0 set first.
depth_flag_1 requires depth_flag_0.
depth_flag_2 requires depth_flag_1.
depth_flag_3 requires depth_flag_2.
depth_flag_4 requires depth_flag_3.
depth_flag_5 requires depth_flag_4.
depth_flag_6 requires depth_flag_5.
Also some steps like set_depth_flag_o3 etc correspond to setting depth_flag_3 via another tool? Wait we have both set_dep_th_flag_2 (sets depth_flag_2) and set_depth_flag_o3 (sets depth_flag_3). There's redundancy: set_dep_th_flag_2 sets depth_flag_2, set_depth_flag_o3 sets depth_flag_3, set_dep_th_flag_4 sets depth_flag_4, set_dep_th_flag_5 sets depth_flag_5, set_dep_th_flag_6 sets depth_flag_6. Also set_dep_th_flag_0 sets depth_flag_0, set_dep_th_flag_1 sets depth_flag_1.
Thus we can follow chain using those specific tools.
Additionally we need flag_0 (maintenance_window_open) set true via set_flag_0.
And also need artifact: build_art_0 then publis_h_art_0.
No other constraints about reporting-1; we can ignore.
Thus plan:
1. provision svc_0 (ledger-0)
2. configure svc_0
3. deploy svc_0
But wait: health-check requires deployed state; after deploy we will be deployed. However we might need to do health-check after setting flags and publishing artifact. Could do health-check later after those prerequisites satisfied. The deploy step only requires configured; we can do it early. After deploy, service is deployed; we can later health-check when prerequisites met.
Thus ordering: we could do provision, configure, deploy early, then work on flags and artifact, then health-check.
Check preconditions for health-check: service must be deployed (true after deploy), depth_flag_6 true, art_0 published.
Thus we need to ensure after deploy we later set depth_flag_6 and publish artifact.
Now let's list needed tool calls:
- provision svc_0: tool id "adva-nce_0"? Actually the tool list shows "id: adva-nce_0 | name: provision". The id includes hyphen? It's "adva-nce_0". We'll need to use exactly that string.
- configure svc_0: tool id "advance_o1" (note spelling: advance_o1). Actually list: "id: advance_o1 | name: configure". Yes.
- deploy svc_0: tool id "advance_o2".
- set_flag_0: tool id "set_flag_0".
- set depth_flag_0: tool id "set_dep_th_flag_0". Note underscores: set_dep_th_flag_0.
- set depth_flag_1: tool id "set_dep-th_flag_1". Note hyphen after dep? Actually "set_dep-th_flag_1". We'll need exact.
- set depth_flag_2: tool id "set_dep-th_flag_2".
- set depth_flag_3: tool id "set_depth_flag_o3". (note o3 maybe zero? Actually "set_depth_flag_o3").
- set depth_flag_4: tool id "set_dep-th_flag_4".
- set depth_flag_5: tool id "set_dep-th_flag_5".
- set depth_flag_6: tool id "set_dep_th_flag_6". (note underscore after dep? Actually "set_dep_th_flag_6").
- build artifact art_0: tool id "build_art_0".
- publish artifact art_0: tool id "publis_h_art_0".
- health-check svc_0: tool id "adva_nce_3".
Now check each tool's preconditions:
Provision: service down. Initially svc_0 down => ok.
Configure: service provisioned. After provision, svc_0 provisioned => ok.
Deploy: service configured. After configure => ok.
set_flag_0: flag_0 false initially => ok.
set_dep_th_flag_0: requires flag_0 true (precondition: depth_flag_0 false, requires flag_0 first). After set_flag_0, flag_0 true => ok.
set_dep-th_flag_1: requires depth_flag_0 true. After set_dep_th_flag_0, depth_flag_0 true => ok.
set_dep-th_flag_2: requires depth_flag_1 true. After set_dep-th_flag_1 => ok.
set_depth_flag_o3: requires depth_flag_2 true. After set_dep-th_flag_2 => ok.
set_dep-th_flag_4: requires depth_flag_3 true. After set_depth_flag_o3 => ok.
set_dep-th_flag_5: requires depth_flag_4 true. After set_dep-th_flag_4 => ok.
set_dep_th_flag_6: requires depth_flag_5 true. After set_dep-th_flag_5 => ok.
build_art_0: artifact absent initially => ok.
publis_h_art_0: artifact built after build => ok.
health-check: service deployed (after deploy), depth_flag_6 true (after set_dep_th_flag_6), art_0 published (after publis_h_art_0) => ok.
Thus sequence works.
We need to output JSON array of objects with tool and args.
Args: each tool expects certain param names:
- provision: param "service": service id.
- configure: param "service".
- deploy: param "service".
- set_flag_0: param "flag": flag id (flag_0).
- set_dep_th_flag_0: param "flag": flag id (depth_flag_0).
- set_dep-th_flag_1: param "flag": depth_flag_1.
- set_dep-th_flag_2: param "flag": depth_flag_2.
- set_depth_flag_o3: param "flag": depth_flag_3.
- set_dep-th_flag_4: param "flag": depth_flag_4.
- set_dep-th_flag_5: param "flag": depth_flag_5.
- set_dep_th_flag_6: param "flag": depth_flag_6.
- build_art_0: param "artifact": art_0.
- publis_h_art_0: param "artifact": art_0.
- adva_nce_3: param "service": svc_0.
Note: Some tool ids have hyphens and underscores; we must copy exactly.
Let's list them in order:
1. {"tool":"adva-nce_0","args":{"service":"svc_0"}}
2. {"tool":"advance_o1","args":{"service":"svc_0"}}
3. {"tool":"advance_o2","args":{"service":"svc_0"}}
4. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
5. {"tool":"set_dep_th_flag_0","args":{"flag":"depth_flag_0"}}
6. {"tool":"set_dep-th_flag_1","args":{"flag":"depth_flag_1"}}
7. {"tool":"set_dep-th_flag_2","args":{"flag":"depth_flag_2"}}
8. {"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}}
9. {"tool":"set_dep-th_flag_4","args":{"flag":"depth_flag_4"}}
10. {"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}}
11. {"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}}
12. {"tool":"build_art_0","args":{"artifact":"art_0"}}
13. {"tool":"publis_h_art_0","args":{"artifact":"art_0"}}
14. {"tool":"adva_nce_3","args":{"service":"svc_0"}}
That's 14 calls, within limit 28.
Double-check any missing precondition: health-check also requires depth_flag_6 flag to be set AND art_0 artifact to be published. We have both.
Potential nuance: The health-check tool "adva_nce_3" also might require the service to be deployed (we have after deploy). No other flags needed.
Thus plan valid.
Now output JSON array only.
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 |