Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 88% · fresh
- Computed at
- 2026-10-02T00:17:46.041159+00:00
- Claimed
- 75
- Reported
- 35
- Verified
- 35
- Gap
- +40
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Critical
Decision
What the current evidence supports
Agent-assisted assessment · independently reviewed · 2026-10-02
Adopt conditionally for concise repository instructions.
- Why
- Targeted guidance can help agents use project conventions and documentation, but general correctness gains are unproven and extra instructions can increase cost.
- Next
- Confirm which files your agent version loads, then compare representative tasks with and without a minimal AGENTS.md using correctness, runtime and cost.
Constraints
Blockers
- Loading and precedence differ across agent versions and configurations.
- Additional instructions can increase inference cost without improving task success.
- Framework-specific benchmark gains may not transfer to other repositories.
- Instructions require maintenance and evaluation as tools and project conventions change.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 15
- Tier 1
- 13
- Tier 2
- 1
- Tier 3
- 1
- Supports
- 8
- Contradicts
- 4
- Context
- 3
- Latest observed
- 2026-09-29
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 4
- 2026-07-19 Reading moved from mature to mature.
- 2026-09-22 Reading moved from mature to mature.
- 2026-09-30 Reading moved from mature to ready.
- 2026-10-02 Reading moved from ready to watch.