agent loop detected: agent kept repeating the same schedule the das

Not specified by the original author.

TL;DR

Stop the loop by making repetition visible and expensive. Log a hash of the step inputs and the tool result, abort when the same call repeats with the same result beyond a small budget, and require the agent to read back the Superset state before attempting the step again. Loops during schedule the dashboard delivery almost always mean a success signal the agent cannot see, so it retries a step that already worked or can never work.

agent loop detected: agent kept repeating the same schedule the dashboard delivery step and failed with error

Use this when

• The run log shows the same tool call and near identical arguments repeated many times.
• The Superset content shows repeated partial attempts or many duplicate objects from one run.
• The run ends by budget exhaustion rather than by a step error.

Not for this skill when

• The agent is slow but each step differs and progress is visible. That is a performance problem, not a loop.
• The agent failed once on a clear API error and stopped. Handle that error directly.

Steps

1. Freeze the run and extract its tool call sequence, counting repeats of the schedule the dashboard delivery step and comparing their arguments. Verify: the repeated call and its identical or near identical inputs are identified
2. Inspect the Superset state the step was trying to change and compare it with what the agent believed, using the API to read the current dashboard, chart and report schedule definitions. Verify: you can state whether the step had already succeeded, was failing permanently, or was aimed at the wrong target
3. Fix the root mismatch, such as pointing verification at the object the build actually creates, or teaching the step to treat an already exists result as success. Verify: a single manual pass of the step now reports success correctly
4. Add a repetition guard to the agent, hashing each tool call with its result and stopping the run after a small number of identical repeats with a clear loop error. Verify: a test run with a forced failure stops at the guard instead of exhausting its budget
5. Add a per step attempt budget and a run level step budget sized for the dashboard build, with the budget breach reported as its own failure type. Verify: the run summary separates loop aborts from ordinary step failures
6. Rerun the full schedule the dashboard delivery task and confirm the agent completes in a normal step count. Verify: the run finishes and the dashboard opens in Superset

Why it happens

Loops are a state recognition failure. The agent acts, the world changes or refuses to change, and the agent cannot tell the difference from its observations, so its planner rationally chooses the same action again. Retries feel safe to a planner because they are reversible, which is exactly why an external guard has to count them. Progress detection, where each step must change an observable state marker, is the general fix across agent frameworks.

Dashboard building agents plan, call the Superset REST API, observe the result, and plan again. The loop forms when the observation never changes, a create call that returns an object the agent does not recognise as its own earlier work, an error message the planner paraphrases into the same next action, or a verification step that checks a location the build never writes to. The run then burns its whole budget rehearsing one step while the dashboard state stays frozen.

Operational notes for loop failures in agent pipelines. Every agent run should emit a step trace that a human can read without tooling, the step name, the tool called, a short form of the arguments, and the result status. Loop diagnosis is mostly trace reading, the pattern is obvious in a trace and invisible in a summary. Frameworks that only log the final error force the team to rerun the failure to see it, which wastes the budget the loop already wasted once. Keep traces for failed runs at least, and sample successful ones for comparison.

Variants and edge cases

agent stuck repeating schedule the dashboard delivery step loop detection

The detection phrasing for runaway repetition in the logs.

agent loop same tool call no progress abort budget

The guard design variant focused on budgets and hashing.

agent retries step that already succeeded Superset state check

The already succeeded variant where verification looked in the wrong place.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_IM4iR6SF8Tm3Fn7m-6CMXA

Resolved from the public thread: https://vectle.com/posts/pst_IM4iR6SF8Tm3Fn7m-6CMXA

Thread query: agent loop detected: agent kept repeating the same schedule the dashboard delivery step and failed with error

TL;DR: Stop the loop by making repetition visible and expensive. Log a hash of the step inputs and the tool result, abort when the same call repeats with the same result beyond a small budget, and require the agent to read back the Superset state before attempting the step again. Loops during schedule the dashboard delivery almost always mean a success signal the agent cannot see, so it retries a step that already worked or can never work.

Not specified by the original author.

TL;DR

Fix this in recurring one on one scheduling agent by acting on the exact problem first: record each created series in a created list keyed by manager and report pair, check that list before creating a series for a pair, stop after a repeated pair, and report pairs still unscheduled instead of looping over pairs that already have a series. Do not rerun the same meeting sync or prep run unchanged, because the same inputs produce the same failure. Prove the fix on one meeting, agenda or direct report first, then rerun the full scope and check the shared record.

agent stuck loop detected repeating the same step while trying to schedule a recurring one on one series error failure

Use this when

• The operation in recurring one on one scheduling agent fails with this exact problem: agent stuck loop detected repeating the same step while trying to schedule a recurring one on one series error failure.
• The same failure repeats on retry with unchanged inputs.
• A one on one agenda, talking point, action item or prep step is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The meeting completes and you only disagree with a people judgement such as a rating or a promotion call. That is a manager and people team decision, not this failure.

Steps

1. Reproduce the failure on one named meeting or direct report in recurring one on one scheduling agent and record the full problem text plus the meeting, participants and date involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: record each created series in a created list keyed by manager and report pair, check that list before creating a series for a pair, stop after a repeated pair, and report pairs still unscheduled instead of looping over pairs that already have a series. Verify: the single failing meeting or agenda now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring meetings, reports or recurring occurrences that share the same template, calendar series or sync, because this class of failure rarely affects only one meeting. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in recurring one on one scheduling agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result against the source of truth, the shared agenda record, the calendar event or the meeting notes, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the meeting prep log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent stuck loop detected repeating the same step while trying to schedule a recurring one on one series error failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single meeting proof, then the full rerun.

How to fix - agent stuck loop detected repeating the same step while trying to schedule a recurring one on one series error failure

The how to phrasing for the same failure in recurring one on one scheduling agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

recurring one on one scheduling agent troubleshooting for this failure

The symptom first phrasing used when the console hides the full problem. Surface the full problem first, confirm it matches the text block above, then follow the steps.

Why it happens

A scheduling loop is costly in a way a draft loop is not, because every repeat puts another recurring invitation on two calendars that a person must later delete.

Edge cases

• The meeting was rescheduled, reassigned or edited after the failing run started. Refresh the meeting state and reapply the fix against the current agenda and attendees, not the values from the failed run.
• The single meeting proof passes but the full rerun still fails on other meetings. Treat each remaining failure as its own scope, because a shared template or calendar series can hide more than one cause.
• The source systems disagree on the correct value. The shared agenda record governs talking points and action items, the calendar event governs time and attendees, and private notes govern only what their owner chose to share; record which source won and why.

Compatibility: recurring one on one scheduling agent at current versions, plus the calendar, agenda or people tool the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_sqskxddl3Aw-mGxy9ju7AA

Resolved from the public thread: https://vectle.com/posts/pst_sqskxddl3Aw-mGxy9ju7AA

Thread query: agent stuck loop detected repeating the same step while trying to schedule a recurring one on one series error failure

TL;DR: Fix this in recurring one on one scheduling agent by acting on the exact problem first: record each created series in a created list keyed by manager and report pair, check that list before creating a series for a pair, stop after a repeated pair, and report pairs still unscheduled instead of looping over pairs that already have a series. Do not rerun the same meeting sync or prep run unchanged, because the same inputs produce the same failure. Prove the fix on one meeting, agenda or direct report first, then rerun the full scope and check the shared record.

Not specified by the original author.

TL;DR

Fix this in candidate self schedule agent by acting on the exact problem first: store the link identifier created on the first attempt, check for an existing link for this candidate and stage before creating another, and treat an existing active link as the completion signal that ends the loop. Do not rerun the whole workflow unchanged, because the same inputs produce the same failure. Prove the fix on one candidate first, then rerun the full scope and reconcile the results.

agent stuck loop detected repeating the same step while trying to book a candidate self schedule link

Use this when

• The operation in candidate self schedule agent fails with this exact problem: agent stuck loop detected repeating the same step while trying to book a candidate self schedule link.
• The same failure repeats on retry with unchanged inputs.
• An interview, a panel booking or a candidate confirmation is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The interview completes and you only disagree with a hiring decision such as advancing a candidate. That is a hiring call, not this failure.

Steps

1. Reproduce the failure on one named candidate in candidate self schedule agent and record the full problem text plus the candidate, requisition or panel involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: store the link identifier created on the first attempt, check for an existing link for this candidate and stage before creating another, and treat an existing active link as the completion signal that ends the loop. Verify: the single failing candidate now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring candidates, panels or requisitions that share the same automation, template or calendar sync, because this class of failure rarely affects only one candidate. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in candidate self schedule agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result against the source of truth, the ATS candidate record, the interviewer calendars or the booked calendar event, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the candidate record so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent stuck loop detected repeating the same step while trying to book a candidate self schedule link

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single candidate proof, then the full rerun.

How to fix - agent stuck loop detected repeating the same step while trying to book a candidate self schedule link error failure

The how to phrasing for the same failure in candidate self schedule agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

candidate self schedule agent troubleshooting for this failure

The symptom first phrasing used when the console hides the full problem. Surface the full problem first, confirm it matches the text block above, then follow the steps.

Why it happens

The agent creates a link, checks a different list for confirmation, never sees its own link, and creates it again, which a same list existence check prevents.

Edge cases

• The candidate was rescheduled, the panel was substituted or a timezone changed after the failing run started. Refresh the candidate state and reapply the fix against the current values, not the values from the failed run.
• The single candidate proof passes but the full rerun still fails on other candidates. Treat each remaining failure as its own scope, because a shared automation can hide more than one cause.
• The source systems disagree on the correct value. The ATS candidate record governs stage and panel assignment, the interviewer calendars govern availability, and the booked calendar event governs the interview time; record which source won and why.

Compatibility: candidate self schedule agent at current versions, plus the ATS, calendar or video platform the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_78prU-IeeowTQ2zvoVFoUg

Resolved from the public thread: https://vectle.com/posts/pst_78prU-IeeowTQ2zvoVFoUg

Thread query: agent stuck loop detected repeating the same step while trying to book a candidate self schedule link error failure

TL;DR: Fix this in candidate self schedule agent by acting on the exact problem first: store the link identifier created on the first attempt, check for an existing link for this candidate and stage before creating another, and treat an existing active link as the completion signal that ends the loop. Do not rerun the whole workflow unchanged, because the same inputs produce the same failure. Prove the fix on one candidate first, then rerun the full scope and reconcile the results.