Record 418b7022d996496f930f509464242721
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:
- ledger-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.
- 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 '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 (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), 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: 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_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: 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: 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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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_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: 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_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_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: 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_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_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: 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: 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_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: build_art_o0 | 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_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.
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_depth_flag_o0", "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": "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_o0", "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": "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 ledger-0 being healthy. Let's parse initial state:
- Services: ledger-0 (svc_0) is down. webhooks-1 also down but irrelevant.
- Artifacts: release-image (art_0) absent? It says does not exist yet => absent. db-migration (art_1) absent as well.
- Flags: many flags listed multiple times with same names? There seems duplication: maintenance_window_open flag appears three times: flag_0, depth_flag_3, depth_flag_8? Actually they list: flag_0 (maintenance_window_open); then later depth_flag_3 (maintenance_window_open), depth_flag_8 (maintenance_window_open). Similarly secrets_synced: flag_1, depth_flag_4, depth_flag_9. feature_gate_on: depth_flag_0, depth_flag_5, depth_flag_10. backup_taken: depth_flag_1, depth_flag_6. quota_raised: depth_flag_2, depth_flag_7. So there are duplicate logical flags represented by different IDs? Probably each distinct flag variable can be set via specific set_flag tool referencing its ID. We'll treat them as independent boolean variables, though duplicates represent same conceptual flag but separate IDs - we need to satisfy dependencies accordingly.
Goal: service 'ledger-0' must reach at least the 'healthy' state.
To get healthy, we need to run health-check tool (adva_nce_3) which moves service from deployed to healthy. Precondition: service must be currently 'deployed', requires depth_flag_10 flag to be set, requires art_0 artifact to be published.
Thus steps needed:
1. Ensure ledger-0 goes through states: down -> provisioned -> configured -> deployed -> healthy.
Provision: tool advance_o0 (provision) takes service param, precondition: service down. Good.
Configure: tool adva_nce_1 (configure) moves from provisioned to configured, precondition: service provisioned.
Deploy: tool advance_o2 (deploy) moves from configured to deployed, precondition: service configured.
Health-check: tool adva_nce_3 (health-check) moves from deployed to healthy, precondition: service deployed AND depth_flag_10 set AND art_0 published.
So before health-check we need depth_flag_10 true and art_0 published.
Now let's see how to set depth_flag_10. Looking at set_flag tools:
- set_dep-th_flag_10: sets depth_flag_10 to true. Precondition: it must currently be false. Requires the depth_flag_9 flag first.
Thus we need depth_flag_9 true before setting depth_flag_10.
Depth_flag_9 tool: set_dep-th_flag_9: sets depth_flag_9 true, precondition false, requires depth_flag_8.
Depth_flag_8: set_dep-th_flag_8: sets depth_flag_8 true, precondition false, requires depth_flag_7.
Depth_flag_7: set_dep_th_flag_7: sets depth_flag_7 true, precondition false, requires depth_flag_6.
Depth_flag_6: set_dep-th_flag_6: sets depth_flag_6 true, precondition false, requires depth_flag_5.
Depth_flag_5: set_dep-th_flag_5: sets depth_flag_5 true, precondition false, requires depth_flag_4.
Depth_flag_4: set_dep_th_flag_4: sets depth_flag_4 true, precondition false, requires depth_flag_3.
Depth_flag_3: set_depth_flag_o3: sets depth_flag_3 true, precondition false, requires depth_flag_2.
Depth_flag_2: set_dep-th_flag_2: sets depth_flag_2 true, precondition false, requires depth_flag_1.
Depth_flag_1: set_dep-th_flag_1: sets depth_flag_1 true, precondition false, requires depth_flag_0.
Depth_flag_0: set_depth_flag_o0: sets depth_flag_0 true, precondition false, requires flag_0.
Flag_0: set_-flag_0: sets flag_0 true, precondition false (no requirement).
Thus chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 -> depth_flag_7 -> depth_flag_8 -> depth_flag_9 -> depth_flag_10.
All require previous flag true.
Also note some other flag-setting tools like set_dep-th_flag_... etc maybe alternative paths but this linear chain works.
Additionally we need art_0 published. To publish artifact, we need to build it first: build_art_o0 builds art_0 from absent to built. Then publish_art_o0 publishes from built to published.
Preconditions: build requires artifact absent (true initially). publish requires artifact built.
Thus we need to do build_art_o0 then publish_art_o0.
Now ensure all preconditions satisfied when we call each tool.
Let's outline sequence:
1. set_-flag_0 (set flag_0 true)
2. set_depth_flag_o0 (set depth_flag_0 true) requires flag_0 true (now true)
3. set_dep-th_flag_1 (depth_flag_1) requires depth_flag_0 true
4. set_dep-th_flag_2 (depth_flag_2) requires depth_flag_1 true
5. set_depth_flag_o3 (depth_flag_3) requires depth_flag_2 true
6. set_dep_th_flag_4 (depth_flag_4) requires depth_flag_3 true
7. set_dep-th_flag_5 (depth_flag_5) requires depth_flag_4 true
8. set_dep-th_flag_6 (depth_flag_6) requires depth_flag_5 true
9. set_dep_th_flag_7 (depth_flag_7) requires depth_flag_6 true
10. set_dep-th_flag_8 (depth_flag_8) requires depth_flag_7 true
11. set_dep-th_flag_9 (depth_flag_9) requires depth_flag_8 true
12. set_dep-th_flag_10 (depth_flag_10) requires depth_flag_9 true
Now after depth_flag_10 true, we can proceed with service provisioning and artifact building/publishing.
But note health-check also requires art_0 published. So we need to build and publish artifact before health-check. Could do earlier.
Sequence for artifact:
13. build_art_o0 (build artifact) precondition: artifact absent (true)
14. publish_art_o0 (publish artifact) precondition: artifact built (after step13 true)
Now service provisioning:
15. advance_o0 (provision ledger-0) precondition: service down (true)
16. adva_nce_1 (configure ledger-0) precondition: service provisioned (after step15)
17. advance_o2 (deploy ledger-0) precondition: service configured (after step16)
18. adva_nce_3 (health-check ledger-0) precondition: service deployed (after step17) AND depth_flag_10 true (after step12) AND art_0 published (after step14)
Check if any other constraints: health-check also requires depth_flag_10 flag to be set (we have) and art_0 published (we have). No other requirements.
Thus final state: ledger-0 healthy.
We used 18 tool calls, within limit 36.
Need to output JSON array of objects with tool IDs exactly as given. Need to match case and hyphens/underscores as per tool IDs.
List of tool IDs:
- set_-flag_0 (note: includes underscore after set? Actually "set_-flag_0". The ID string: "set_-flag_0". We'll output exactly that.
- set_depth_flag_o0 (ID: "set_depth_flag_o0")
- set_dep-th_flag_1 (ID: "set_dep-th_flag_1") Note hyphen between dep and th? Actually "set_dep-th_flag_1". Yes.
- set_dep-th_flag_2 (ID: "set_dep-th_flag_2")
- set_depth_flag_o3 (ID: "set_depth_flag_o3")
- set_dep_th_flag_4 (ID: "set_dep_th_flag_4") note underscore after dep? Actually "set_dep_th_flag_4".
- set_dep-th_flag_5 (ID: "set_dep-th_flag_5")
- set_dep-th_flag_6 (ID: "set_dep-th_flag_6")
- set_dep_th_flag_7 (ID: "set_dep_th_flag_7")
- set_dep-th_flag_8 (ID: "set_dep-th_flag_8")
- set_dep-th_flag_9 (ID: "set_dep-th_flag_9")
- set_dep-th_flag_10 (ID: "set_dep-th_flag_10")
- build_art_o0 (ID: "build_art_o0")
- publish_art_o0 (ID: "publish_art_o0")
- advance_o0 (ID: "advance_o0")
- adva_nce_1 (ID: "adva_nce_1") note spelling: "adva_nce_1" (with underscore after adva?). Actually given: "adva_nce_1". We'll use that.
- advance_o2 (ID: "advance_o2")
- adva_nce_3 (ID: "adva_nce_3")
Make sure arguments: each tool expects params: flag: flag (for set_flag tools) where flag is the flag entity ID (like flag_0, depth_flag_0, etc). For provision/configure/deploy/health-check: service: service entity ID (svc_0 for ledger-0). For build/publish artifact: artifact: artifact entity ID (art_0).
Thus construct JSON.
Order as above.
Let's double-check each precondition at time of call.
State initially:
- flag_0 false
- depth_flag_0 false
- depth_flag_1 false
- depth_flag_2 false
- depth_flag_3 false
- depth_flag_4 false
- depth_flag_5 false
- depth_flag_6 false
- depth_flag_7 false
- depth_flag_8 false
- depth_flag_9 false
- depth_flag_10 false
- art_0 absent
- ledger-0 down
- webhooks-1 down (irrelevant)
Step1: set_-flag_0: precondition flag_0 false -> ok. After: flag_0 true.
Step2: set_depth_flag_o0: precondition depth_flag_0 false, requires flag_0 true -> ok. After depth_flag_0 true.
Step3: set_dep-th_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true -> ok. After depth_flag_1 true.
Step4: set_dep-th_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true -> ok. After depth_flag_2 true.
Step5: set_depth_flag_o3: precondition depth_flag_3 false, requires depth_flag_2 true -> ok. After depth_flag_3 true.
Step6: set_dep_th_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true -> ok. After depth_flag_4 true.
Step7: set_dep-th_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true -> ok. After depth_flag_5 true.
Step8: set_dep-th_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true -> ok. After depth_flag_6 true.
Step9: set_dep_th_flag_7: precondition depth_flag_7 false, requires depth_flag_6 true -> ok. After depth_flag_7 true.
Step10: set_dep-th_flag_8: precondition depth_flag_8 false, requires depth_flag_7 true -> ok. After depth_flag_8 true.
Step11: set_dep-th_flag_9: precondition depth_flag_9 false, requires depth_flag_8 true -> ok. After depth_flag_9 true.
Step12: set_dep-th_flag_10: precondition depth_flag_10 false, requires depth_flag_9 true -> ok. After depth_flag_10 true.
Step13: build_art_o0: precondition art_0 absent -> ok. After art_0 built.
Step14: publish_art_o0: precondition art_0 built -> ok. After art_0 published.
Step15: advance_o0: precondition ledger-0 down -> ok. After ledger-0 provisioned.
Step16: adva_nce_1: precondition ledger-0 provisioned -> ok. After ledger-0 configured.
Step17: advance_o2: precondition ledger-0 configured -> ok. After ledger-0 deployed.
Step18: adva_nce_3: precondition ledger-0 deployed, depth_flag_10 true, art_0 published -> all true. After ledger-0 healthy.
Goal satisfied.
Thus output JSON array.
Make sure to format correctly: each element: {"tool": "<tool id>", "args": {"flag": "<flag id>"} or {"service": "<service id>"} or {"artifact": "<artifact id>"}}.
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 |