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[P3-03] Define Growth Delta as measured behavioural advantage #46

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opened 2026-08-28 20:54:55 +01:00 by conductor · 1 comment
conductor commented 2026-08-28 20:54:55 +01:00
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Plain summary

Defines Growth Delta as measured behavioural advantage: task success, repeated-mistake rate, owner interventions, correct capability selection, cloud tokens per recurring task, novel transfer, cross-model transfer, personality consistency — NOT database growth.

Example

The dashboard shows fewer repeated mistakes over time, not more rows in the database.

Technical details

Parent epic: #16

Manifest ID: P3-03

Priority: P3

Growth dashboard should emphasize:

  • task success;
  • repeated-mistake rate;
  • owner interventions;
  • correct capability selection;
  • cloud tokens per recurring task;
  • novel transfer;
  • cross-model state-transfer advantage;
  • personality consistency/correction rate.

Do not use database growth as a proxy for intelligence.

Dependencies: P3-01.

Resolved dependency references

  • Depends on: #44 (P3-01)
  • Blocks: None.

Relevant source files

Not specified in the handoff. P0-01 must identify authoritative paths before implementation; do not guess by adding another path.

Do not do

  • Do not begin this issue before its dependencies are complete.
  • Do not create a parallel authority path; replace, extend, or remain dormant.
  • Do not add unrelated cognitive subsystems or additive feature growth.
  • Do not treat module/schema existence, background activity, or model self-report as acceptance evidence.

Source directive

Preserved from /home/nick/Desktop/rune_v1_course_correction_handoff.md, Section 14. The handoff is authoritative if this issue summary is ambiguous.

Pipeline requirements

  • TDD: frozen/regression tests written first, red → green
  • ruff check and ruff format --check clean
  • Spec-compliance review gate: PASS
  • Code-quality review gate: Approved
  • Full orchestration suite regression green
  • Canary passes (where applicable)
  • Closed with a properly formatted closing comment + commit/PR references
## Plain summary Defines Growth Delta as measured behavioural advantage: task success, repeated-mistake rate, owner interventions, correct capability selection, cloud tokens per recurring task, novel transfer, cross-model transfer, personality consistency — NOT database growth. ## Example The dashboard shows fewer repeated mistakes over time, not more rows in the database. ## Technical details Parent epic: #16 Manifest ID: **P3-03** **Priority:** P3 Growth dashboard should emphasize: - task success; - repeated-mistake rate; - owner interventions; - correct capability selection; - cloud tokens per recurring task; - novel transfer; - cross-model state-transfer advantage; - personality consistency/correction rate. Do not use database growth as a proxy for intelligence. **Dependencies:** P3-01. --- ## Resolved dependency references - Depends on: #44 (P3-01) - Blocks: None. ## Relevant source files Not specified in the handoff. P0-01 must identify authoritative paths before implementation; do not guess by adding another path. ## Do not do - Do not begin this issue before its dependencies are complete. - Do not create a parallel authority path; replace, extend, or remain dormant. - Do not add unrelated cognitive subsystems or additive feature growth. - Do not treat module/schema existence, background activity, or model self-report as acceptance evidence. ## Source directive Preserved from `/home/nick/Desktop/rune_v1_course_correction_handoff.md`, Section 14. The handoff is authoritative if this issue summary is ambiguous. ## Pipeline requirements - [ ] TDD: frozen/regression tests written first, red → green - [ ] `ruff check` and `ruff format --check` clean - [ ] Spec-compliance review gate: PASS - [ ] Code-quality review gate: Approved - [ ] Full orchestration suite regression green - [ ] Canary passes (where applicable) - [ ] Closed with a properly formatted closing comment + commit/PR references
conductor added the P3 — lowv1-course-correction labels 2026-08-28 20:54:55 +01:00
gitea-actions Bot added the featuregrowthidentityperception labels 2026-08-28 20:56:01 +01:00
gitea-actions Bot added the custodian label 2026-09-03 22:54:43 +01:00
conductor commented 2026-10-08 12:32:28 +01:00
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CLOSED PROGRAMMATICALLY — commit 0307083 (contract batch 197587/a78c0a/31d506). See scripts/warm_ablation.py, scripts/growth_delta.py, scripts/transfer_experiment.py + tests/test_p3_benchmarks.py (9/9 green).

CLOSED PROGRAMMATICALLY — commit 0307083 (contract batch 197587/a78c0a/31d506). See scripts/warm_ablation.py, scripts/growth_delta.py, scripts/transfer_experiment.py + tests/test_p3_benchmarks.py (9/9 green).
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Reference: conductor/rune#46