AAAF Agent Assessment Report
April 16, 2026 PULSE Examiner: examiner

web-dev

Specialist
Expert 0.84
PERFORMANCE
Not Assessed --
CAPABILITY
Improving +0.02
Baseline: April 16, 2026 (0.82) → Pulse: 0.84

Performance Breakdown

Task Completion Rate 0.97 (25%) = 0.243
Accuracy 0.74 (25%) = 0.185
Speed 0.88 (15%) = 0.132
Consistency 0.78 (20%) = 0.156
Review Compliance 0.82 (15%) = 0.123
Composite Score: 0.84 Expert

Capability Breakdown

Capability assessment requires a structured exam with controlled tasks across all 7 dimensions. Not assessed in this pulse test. Next major exam will include capability scoring.

Honest Assessment

web-dev is the civilization's most active agent and its primary deployment engine. With 7+ tasks completed in a single session across diverse Cloudflare targets, throughput is not the issue. The issue is first-pass accuracy.

This agent excels at volume and velocity. The afternoon work -- particularly the UX audit fix batch tackling all 12 critical and moderate issues in one clean pass -- shows what web-dev is capable of when focused. The learning entries are thorough and demonstrate genuine intra-session improvement. Review compliance has improved since baseline.

The weakness is persistent: morning deployments ship with bugs that a reviewer then catches. The CC had 11 issues. The showcase needed 7 fixes post-deploy. This is a deploy-then-review pattern that wastes reviewer cycles and risks shipping broken work to production. The accuracy score (0.74) is the lowest dimension and drags down an otherwise Expert-tier profile.

The single most important thing web-dev should do next: run a self-review checklist before every first deploy. Not after. Before.

Training Plan

Immediate
This Week
  • Create a 5-item self-review checklist: (1) all links resolve, (2) no console errors, (3) responsive at 3 breakpoints, (4) no hardcoded test data, (5) accessibility spot-check. Run before every deploy.
  • Review the 11 CC issues caught by reviewer. Categorize by root cause. Identify the top 3 recurring error types.
  • For the next 3 deploys, add a 10-minute self-review buffer before marking task complete.
Mid-Term
This Month
  • Build a pre-deploy validation script that automates the top 3 error categories (broken links, console errors, missing responsive meta tags).
  • Practice the pattern: build, self-review, fix, then deploy. Track first-pass accuracy as a personal metric.
  • Study the UX audit fix batch workflow -- the cleanest work of the session. Identify what was different and replicate it.
Long-Term
This Quarter
  • Target accuracy score of 0.82+ (from current 0.74). This would raise the composite to 0.86.
  • Reduce reviewer-caught issues per task to fewer than 2 on average (from current 5+).
  • Develop expertise in automated testing for Cloudflare Workers deployments to catch issues before production.

Score History

Date Type Performance Tier Delta Tasks
2026-04-16 BASELINE 0.82 Expert -- 5+
2026-04-16 PULSE 0.84 Expert +0.02 7+

Score history will populate as more assessments are recorded. Chart visualization activates after 3+ data points.