IntelligenceX

Project Views and Operations

Edit on GitHub

Project Views and Operations

This page covers maintainer-facing operations after project setup: view checklist/apply planning, bot-feedback sync, triage index generation, and vision drift checks.

Important disclaimer

These commands provide assistive operational intelligence, not unattended production governance.

  • Keep human review in the loop for merge/close/defer decisions.
  • Use output confidence and links as context, not as sole authority.

View checklist and apply plan

GitHub Project views are not fully creatable through public API mutations today. IntelligenceX therefore provides deterministic checklist/apply-plan guidance.

intelligencex todo project-view-checklist \
  --config artifacts/triage/ix-project-config.json \
  --create-issue

Useful options:

  • --issue <n> upserts checklist comment on an existing issue.
  • --issue-title <text> customizes title when creating issue.
  • --print emits markdown to stdout.

Build an apply plan for missing views

intelligencex todo project-view-apply \
  --config artifacts/triage/ix-project-config.json \
  --create-issue \
  --open-web

Useful options:

  • --fail-if-missing exits with code 2 when recommended views are missing.
  • --issue <n> upserts plan comment to an existing issue.
  • --out <path> writes markdown to custom location.

Both checklist and apply-plan outputs include recommended columns per view. Use those column sets, otherwise triage quality signals stay hidden and the board appears weak. Recommended columns now include operational PR signals such as PR Size , PR Churn Risk , PR Merge Readiness , PR Freshness , PR Check Health , PR Review Latency , and PR Merge Conflict Risk . Default view guidance now also includes Issue Ops , which highlights issue applicability fields ( Issue Review Action , Issue Review Action Confidence ) for infra-blocker triage.

Sync bot feedback into TODO.md

Use this to keep explicit bot checklist tasks visible in one backlog:

intelligencex todo sync-bot-feedback --repo EvotecIT/IntelligenceX

Create issues for unchecked tasks:

intelligencex todo sync-bot-feedback \
  --repo EvotecIT/IntelligenceX \
  --create-issues \
  --label ix-bot-feedback \
  --max-issues 20

Behavior notes:

  • Imports explicit markdown task-list items only ( - [ ] / - [x] ).
  • Preserves existing checkbox state in TODO.md where possible.
  • Uses stable markers for issue deduplication when --create-issues is enabled.

Build triage, issue-review, and vision artifacts

Build triage index

intelligencex todo build-triage-index \
  --repo EvotecIT/IntelligenceX \
  --max-prs 300 \
  --max-issues 300 \
  --duplicate-threshold 0.82 \
  --best-limit 20

Outputs:

  • artifacts/triage/ix-triage-index.json
  • artifacts/triage/ix-triage-index.md

Build issue-review signals

intelligencex todo issue-review \
  --repo EvotecIT/IntelligenceX \
  --proposal-only \
  --state-path artifacts/triage/ix-issue-review-state.json \
  --out artifacts/triage/ix-issue-review.json \
  --summary artifacts/triage/ix-issue-review.md

Outputs:

  • artifacts/triage/ix-issue-review.json
  • artifacts/triage/ix-issue-review.md

Run vision check

intelligencex todo vision-check \
  --repo EvotecIT/IntelligenceX \
  --vision VISION.md \
  --refresh-index \
  --drift-threshold 0.70 \
  --no-fail-on-drift

Outputs:

  • artifacts/triage/ix-vision-check.json
  • artifacts/triage/ix-vision-check.md

Suggested maintainer cadence

  1. Run sync-bot-feedback during PR-review sweeps.
  2. Refresh triage/issue-review/vision artifacts daily or per release train.
  3. Sync project fields before backlog grooming.
  4. Triage Signal Quality = low items first and request better PR/issue context before acting on recommendations.
  5. Regenerate view checklist/apply plan when project layout drifts.