Record 5f2666fdad69459fb2de5fdf3dad4ff9
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).
- search-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.
- 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 (search-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), depth_flag_11 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on)
TOOL CATALOG:
- 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_15 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_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_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: 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: 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_o12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 flag first.
- id: set_dep_th_flag_11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 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: 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: 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_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_dep-th_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: set_depth_flag_o14 | name: set_flag | params: flag: flag
Set the depth_flag_14 flag to true. Precondition: it must currently be false. Requires the depth_flag_13 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: 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_depth_flag_o13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 flag first.
- id: set_depth_flag_o6 | 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: 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_15 | name: set_flag | params: flag: flag
Set the depth_flag_15 flag to true. Precondition: it must currently be false. Requires the depth_flag_14 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: set_depth_flag_o9 | 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_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_flag_o0 | 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 46 tool calls.
Response
[
{"tool": "set_flag_o0", "args": {"flag": "flag_0"}},
{"tool": "set_dep_th_flag_0", "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_dep-th_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_dep-th_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_depth_flag_o6", "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_depth_flag_o9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_dep-th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_dep_th_flag_11", "args": {"flag": "depth_flag_11"}},
{"tool": "set_depth_flag_o12", "args": {"flag": "depth_flag_12"}},
{"tool": "set_depth_flag_o13", "args": {"flag": "depth_flag_13"}},
{"tool": "set_depth_flag_o14", "args": {"flag": "depth_flag_14"}},
{"tool": "set_dep_th_flag_15", "args": {"flag": "depth_flag_15"}},
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "adva_nce_1", "args": {"service": "svc_0"}},
{"tool": "adva_nce_2", "args": {"service": "svc_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 being healthy. Let's parse initial state: - Services: both down (svc_0 auth-api-0, svc_1 search-1) -> status down. - Artifacts: none built/published. - Flags all false? Many flags repeated but essentially all false initially. Goal: service auth-api-0 must be at least healthy. To get healthy we need to run health-check tool (advance_o3) which moves service from deployed to healthy, precondition: service must be currently deployed, requires depth_flag_15 flag set, requires art_0 artifact published. Thus steps needed: 1. Get auth-api-0 from down → provisioned via adva-nce_0 (provision) with service param = svc_0. Precondition: service must be down (true). 2. Then configured via adva_nce_1 (configure) moving from provisioned to configured. Precondition: service must be provisioned. 3. Then deployed via adva_nce_2 (deploy) moving from configured to deployed. Precondition: service must be configured. Now after step 3, service is deployed. But also need depth_flag_15 set and art_0 published before health-check. So we need to build artifact art_0 then publish it. Build artifact: build_art_o0 (build_artifact) with artifact=art_0. Precondition: artifact absent (true). Moves to built. Publish artifact: publish_art_o0 (publish_artifact) with artifact=art_0. Precondition: artifact built (true). Moves to published. Now need depth_flag_15 set. Depth flags chain: many dependencies. Let's list depth flags and their prerequisites as per tool definitions: depth_flag_0: set by set_dep_th_flag_0 (requires flag_0 first) depth_flag_1: set by set_depth_flag_o1 (requires depth_flag_0) depth_flag_2: set by set_dep-th_flag_2 (requires depth_flag_1) depth_flag_3: set by set_dep-th_flag_3 (requires depth_flag_2) depth_flag_4: set by set_depth_flag_o4 (requires depth_flag_3) depth_flag_5: set by set_dep-th_flag_5 (requires depth_flag_4) depth_flag_6: set by set_depth_flag_o6 (requires depth_flag_5) depth_flag_7: set by set_dep_th_flag_7 (requires depth_flag_6) depth_flag_8: set by set_dep-th_flag_8 (requires depth_flag_7) depth_flag_9: set by set_depth_flag_o9 (requires depth_flag_8) depth_flag_10: set by set_dep-th_flag_10 (requires depth_flag_9) depth_flag_11: set by set_dep_th_flag_11 (requires depth_flag_10) depth_flag_12: set by set_depth_flag_o12 (requires depth_flag_11) depth_flag_13: set by set_depth_flag_o13 (requires depth_flag_12) depth_flag_14: set by set_depth_flag_o14 (requires depth_flag_13) depth_flag_15: set by set_dep_th_flag_15 (requires depth_flag_14) Also there are other flags like flag_0 etc. flag_0: set by set_flag_o0 (no prerequisite? It says precondition: it must currently be false.) Other flags: maybe some duplicates but ignore. Thus to set depth_flag_15 we need to sequentially set each preceding flag starting from flag_0 up through depth flags. Specifically: - Need flag_0 true (set_flag_o0) - Then depth_flag_0 (set_dep_th_flag_0) requiring flag_0. - Then depth_flag_1 (set_depth_flag_o1) requiring depth_flag_0. - Then depth_flag_2 (set_dep-th_flag_2) requiring depth_flag_1. - Then depth_flag_3 (set_dep-th_flag_3) requiring depth_flag_2. - Then depth_flag_4 (set_depth_flag_o4) requiring depth_flag_3. - Then depth_flag_5 (set_dep-th_flag_5) requiring depth_flag_4. - Then depth_flag_6 (set_depth_flag_o6) requiring depth_flag_5. - Then depth_flag_7 (set_dep_th_flag_7) requiring depth_flag_6. - Then depth_flag_8 (set_dep-th_flag_8) requiring depth_flag_7. - Then depth_flag_9 (set_depth_flag_o9) requiring depth_flag_8. - Then depth_flag_10 (set_dep-th_flag_10) requiring depth_flag_9. - Then depth_flag_11 (set_dep_th_flag_11) requiring depth_flag_10. - Then depth_flag_12 (set_depth_flag_o12) requiring depth_flag_11. - Then depth_flag_13 (set_depth_flag_o13) requiring depth_flag_12. - Then depth_flag_14 (set_depth_flag_o14) requiring depth_flag_13. - Then depth_flag_15 (set_dep_th_flag_15) requiring depth_flag_14. That's a long chain: total number of set_flag calls: 1 (flag_0) + 16 depth flags = 17. Additionally we have provision/configure/deploy (3), build artifact (1), publish artifact (1), health-check (1). So total ~23 calls, within limit 46. Need to ensure ordering respects preconditions. Let's outline steps: 1. set_flag_o0 (flag_0) - sets flag_0 true. 2. set_dep_th_flag_0 (depth_flag_0) - needs flag_0. 3. set_depth_flag_o1 (depth_flag_1) - needs depth_flag_0. 4. set_dep-th_flag_2 (depth_flag_2) - needs depth_flag_1. 5. set_dep-th_flag_3 (depth_flag_3) - needs depth_flag_2. 6. set_depth_flag_o4 (depth_flag_4) - needs depth_flag_3. 7. set_dep-th_flag_5 (depth_flag_5) - needs depth_flag_4. 8. set_depth_flag_o6 (depth_flag_6) - needs depth_flag_5. 9. set_dep_th_flag_7 (depth_flag_7) - needs depth_flag_6. 10. set_dep-th_flag_8 (depth_flag_8) - needs depth_flag_7. 11. set_depth_flag_o9 (depth_flag_9) - needs depth_flag_8. 12. set_dep-th_flag_10 (depth_flag_10) - needs depth_flag_9. 13. set_dep_th_flag_11 (depth_flag_11) - needs depth_flag_10. 14. set_depth_flag_o12 (depth_flag_12) - needs depth_flag_11. 15. set_depth_flag_o13 (depth_flag_13) - needs depth_flag_12. 16. set_depth_flag_o14 (depth_flag_14) - needs depth_flag_13. 17. set_dep_th_flag_15 (depth_flag_15) - needs depth_flag_14. After this depth_flag_15 true. Provisioning path can happen interleaved; doesn't depend on flags except health-check later needing depth_flag_15 and artifact published. Thus we could do provision/configure/deploy earlier while building flags, but they don't require those flags. However note that health-check also requires art_0 published. So we need to build and publish artifact before health-check. Thus final steps after flags done and artifact ready: - Build artifact: build_art_o0 (artifact abs->built) - Publish artifact: publish_art_o0 (built->published) - Provision auth-api-0: adva-nce_0 (provision) service svc_0 - Configure: adva_nce_1 (configure) service svc_0 - Deploy: adva_nce_2 (deploy) service svc_0 - Health-check: advance_o3 (health-check) service svc_0 Check preconditions: - For provision: service down (yes initially) - After provision, service becomes provisioned. - Configure: service provisioned (yes) - Deploy: service configured (yes) - Health-check: service deployed (yes after deploy), depth_flag_15 true (we will have set earlier), art_0 published (we will have built/published earlier). Good. Potential conflict: If we do provision/configure/deploy before building artifact, that's fine because health-check later checks artifact published; if we haven't published yet, health-check would fail. So we need to ensure artifact published before health-check. We can do build/publish either before or after provisioning as long as before health-check. Simplify: Do all flag setting first, then build/publish artifact, then provision/configure/deploy, then health-check. Check that after provisioning etc, no other tool changes flags inadvertently? No. Thus sequence: 1. set_flag_o0 2. set_dep_th_flag_0 3. set_depth_flag_o1 4. set_dep-th_flag_2 5. set_dep-th_flag_3 6. set_depth_flag_o4 7. set_dep-th_flag_5 8. set_depth_flag_o6 9. set_dep_th_flag_7 10. set_dep-th_flag_8 11. set_depth_flag_o9 12. set_dep-th_flag_10 13. set_dep_th_flag_11 14. set_depth_flag_o12 15. set_depth_flag_o13 16. set_depth_flag_o14 17. set_dep_th_flag_15 18. build_art_o0 19. publish_art_o0 20. adva-nce_0 (provision svc_0) 21. adva_nce_1 (configure svc_0) 22. adva_nce_2 (deploy svc_0) 23. advance_o3 (health-check svc_0) All good. Double-check tool IDs exactly as given: List them: - set_flag_o0 (id: set_flag_o0) name: set_flag, params flag: flag (should be flag_0) - set_dep_th_flag_0 (id: set_dep_th_flag_0) name: set_flag, params flag: flag (depth_flag_0) - set_depth_flag_o1 (id: set_depth_flag_o1) name: set_flag, params flag: flag (depth_flag_1) - set_dep-th_flag_2 (id: set_dep-th_flag_2) name: set_flag, params flag: flag (depth_flag_2) - set_dep-th_flag_3 (id: set_dep-th_flag_3) name: set_flag, params flag: flag (depth_flag_3) - set_depth_flag_o4 (id: set_depth_flag_o4) name: set_flag, params flag: flag (depth_flag_4) - set_dep-th_flag_5 (id: set_dep-th_flag_5) name: set_flag, params flag: flag (depth_flag_5) - set_depth_flag_o6 (id: set_depth_flag_o6) name: set_flag, params flag: flag (depth_flag_6) - set_dep_th_flag_7 (id: set_dep_th_flag_7) name: set_flag, params flag: flag (depth_flag_7) - set_dep-th_flag_8 (id: set_dep-th_flag_8) name: set_flag, params flag: flag (depth_flag_8) - set_depth_flag_o9 (id: set_depth_flag_o9) name: set_flag, params flag: flag (depth_flag_9) - set_dep-th_flag_10 (id: set_dep-th_flag_10) name: set_flag, params flag: flag (depth_flag_10) - set_dep_th_flag_11 (id: set_dep_th_flag_11) name: set_flag, params flag: flag (depth_flag_11) - set_depth_flag_o12 (id: set_depth_flag_o12) name: set_flag, params flag: flag (depth_flag_12) - set_depth_flag_o13 (id: set_depth_flag_o13) name: set_flag, params flag: flag (depth_flag_13) - set_depth_flag_o14 (id: set_depth_flag_o14) name: set_flag, params flag: flag (depth_flag_14) - set_dep_th_flag_15 (id: set_dep_th_flag_15) name: set_flag, params flag: flag (depth_flag_15) - build_art_o0 (id: build_art_o0) name: build_artifact, params artifact: artifact (art_0) - publish_art_o0 (id: publish_art_o0) name: publish_artifact, params artifact: artifact (art_0) - adva-nce_0 (id: adva-nce_0) name: provision, params service: service (svc_0) - adva_nce_1 (id: adva_nce_1) name: configure, params service: service (svc_0) - adva_nce_2 (id: adva_nce_2) name: deploy, params service: service (svc_0) - advance_o3 (id: advance_o3) name: health-check, params service: service (svc_0) Make sure naming matches exactly: Some have hyphens vs underscores. Use as given. Now output JSON array of objects with "tool" and "args". Args: for set_flag tools, param "flag": entity id of flag. Which entity ids correspond? Given ENTITY IDS list includes many flags with same names duplicated. But we need to use exact ids: They gave list: 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), depth_flag_11 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on), depth_flag_16? Actually they stopped at depth_flag_15? Wait they listed up to depth_flag_15 (feature_gate_on). Yes. Thus entity IDs: - flag_0 - flag_1 - 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 - depth_flag_11 - depth_flag_12 - depth_flag_13 - depth_flag_14 - depth_flag_15 Note they also had duplicate entries for maintenance_window_open etc but we ignore. Thus for each set_flag tool we need to specify the flag entity id accordingly. Mapping: set_flag_o0 -> flag_0 set_dep_th_flag_0 -> depth_flag_0 set_depth_flag_o1 -> depth_flag_1 set_dep-th_flag_2 -> depth_flag_2 set_dep-th_flag_3 -> depth_flag_3 set_depth_flag_o4 -> depth_flag_4 set_dep-th_flag_5 -> depth_flag_5 set_depth_flag_o6 -> depth_flag_6 set_dep_th_flag_7 -> depth_flag_7 set_dep-th_flag_8 -> depth_flag_8 set_depth_flag_o9 -> depth_flag_9 set_dep-th_flag_10 -> depth_flag_10 set_dep_th_flag_11 -> depth_flag_11 set_depth_flag_o12 -> depth_flag_12 set_depth_flag_o13 -> depth_flag_13 set_depth_flag_o14 -> depth_flag_14 set_dep_th_flag_15 -> depth_flag_15 For build_art_o0: artifact: art_0 publish_art_o0: artifact: art_0 adva-nce_0: service: svc_0 adva_nce_1: service: svc_0 adva_nce_2: service: svc_0 advance_o3: service: svc_0 Now produce JSON array. Check count: 23 entries. Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 25.0 |
| chain_length | 19.0 |
| 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 | 23.0 |
| 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 | 20.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |