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Escalating reasoning effort after repeated blocked attempts is recorded rather than assumed

A profile may declare effort_escalation: after a stated number of blocked attempts, effort rises to a stated level. Escalation is a declared, visible rule in the profile — not a habit of running everything at maximum — and it appears in the profile table every worker reads.

declared statusdeclared status: advisory Projected into the worker's instructions. Whether a worker honours it is not observable from outside. Documentation, not enforcement.

recorded evidencerecorded evidence: not run Not judged: only a guaranteed claim is held to a recorded run. how evidence is recorded

What it means

A profile may declare effort_escalation: after a stated number of blocked attempts, effort rises to a stated level. Escalation is a declared, visible rule in the profile — not a habit of running everything at maximum — and it appears in the profile table every worker reads.

How it works

effort_escalation.after_blocked_attempts and effort_escalation.to are validated profile fields; debugging escalates to xhigh after two blocked attempts, deep-work after one. The projection renders them next to the base effort.

How to see it

grep -A2 '^effort_escalation' .ai/repo/profiles/debugging.yaml

What it does not cover

Advisory. The tool records the rule; it does not count attempts or observe the worker's effort. Making escalation an observed event needs telemetry that does not exist yet.

Why it exists

Maximum effort as the default was one of the named cost sources; the source environment's routing guidance said effort should be "set only where it differs from the session default", which is the sparse, deliberate form this field keeps.

Detail rendered from docs/claims/effort-escalation.md.

From the statement to the proof

  1. 1 · the public statement

    Escalating reasoning effort after repeated blocked attempts is recorded rather than assumed

    Made on Policy, Profiles.

  2. 2 · the canonical claim

    effort-escalationdeclared status: advisory in docs/CLAIMS.yaml

    Defined in read it on this site · share/skeleton/profiles/debugging.yaml

  3. 3 · the implementation

    lib/update.sh · majordomus update

  4. 4 · the test and the scenarios

    Test: test/cases/03_update.sh

  5. 5 · the recorded runs

    recorded evidence: not run how evidence is recorded

Verify it yourself

The test runs in a disposable temporary repository and asserts the behaviour, not a string in the source.

from a clone of the repository
bash test/run.sh 03_update

Where this claim is used

Related claims same implementation

The moments this answers

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