Record 5a8f353ef7f44f8cbd44bd9645e959b6
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).
- ledger-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.
GOAL (all conditions must hold at the end):
- service 'auth-api-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (ledger-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: decoy_11 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- 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: decoy_2 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_10 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_14 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_16 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_17 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_15 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_8 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: decoy_12 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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_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_6 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- id: decoy_3 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_9 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_13 | 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_4 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_5 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- 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: decoy_18 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_7 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
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 12 tool calls.
Response
[
{"tool": "advance_0", "args": {"service": "svc_0"}},
{"tool": "advance_1", "args": {"service": "svc_0"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "advance_2", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to auth-api-0 being deployed. Starting state: both services down, artifacts absent, flags off.
Goal: service auth-api-0 (svc_0) must be at least 'deployed'.
To get there we need:
- Provision service -> moves from down to provisioned (advance_0 with service=svc_0)
- Configure service -> from provisioned to configured (advance_1 with service=svc_0)
- Deploy service -> from configured to deployed (advance_2 with service=svc_0) requires flag_0 set and artifact art_0 published.
Thus we need to also:
- Build artifact art_0 (build_art_0) precondition: artifact absent => yes initially.
- Publish artifact art_0 (publish_art_0) precondition: built.
- Set flag_0 (set_flag_0) precondition: false.
Also note we might need to ensure other dependencies? Not required.
Potentially we could do steps in any order as long as preconditions satisfied when called.
Let's list needed tools:
- advance_0 (provision) for svc_0
- advance_1 (configure) for svc_0
- build_art_0 (build artifact) for art_0
- publish_art_0 (publish artifact) for art_0
- set_flag_0 (set flag) for flag_0
- advance_2 (deploy) for svc_0
That's 6 calls.
Check each precondition:
Start: svc_0 down, so advance_0 ok.
After advance_0: svc_0 provisioned.
Now can we call advance_1? Yes if service currently provisioned. So after advance_0, we can call advance_1.
But before advance_2 we need flag set and artifact published. We can do those anytime before advance_2.
Build artifact: artifact absent initially, so build_art_0 ok.
Publish artifact: requires built, so after build_art_0.
Set flag: requires false initially, so after start we can set flag.
Thus ordering possible:
1. advance_0 (provision svc_0)
2. advance_1 (configure svc_0)
3. build_art_0
4. publish_art_0
5. set_flag_0
6. advance_2 (deploy svc_0)
Check each step's precondition given prior steps.
Step1: svc_0 down -> ok.
State after step1: svc_0 provisioned.
Step2: svc_0 provisioned -> ok.
State after step2: svc_0 configured.
Step3: artifact absent -> ok.
State after step3: art_0 built.
Step4: artifact built -> ok.
State after step4: art_0 published.
Step5: flag false -> ok.
State after step5: flag_0 true.
Step6: svc_0 configured, flag true, artifact published -> ok.
Thus final state: svc_0 deployed.
Goal satisfied.
We used exactly 6 tool calls (<12). No need for decoys.
Return JSON array with objects: {"tool":"advance_0","args":{"service":"svc_0"}} etc.
Make sure to use exact IDs: advance_0, advance_1, build_art_0, publish_art_0, set_flag_0, advance_2.
Args: service param uses entity id svc_0; artifact param uses art_0; flag param uses flag_0.
Thus output.
Realized dims
| dim | value |
|---|---|
| catalog_size | 25.0 |
| chain_length | 3.0 |
| decoy_count | 19.0 |
| 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 | 6.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 19.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |