fix: align report format across evaluate.py, agent spec, and template

- evaluate.py: add CRITICAL ISSUES (axes ≤ 2) section, VERDICT line
- agent-evaluator.md: match format_report output exactly (title, evidence markers, bar graphs)
- templates/evaluation-report.md: match evaluate.py output format
- All now produce identical AGENT SELF-EVALUATION REPORT structure

Single authoritative format: evaluate.py's format_report() output.
This commit is contained in:
Hawthorn 2026-06-10 17:11:36 +05:30
parent d0a84db177
commit c0f651cf85
3 changed files with 147 additions and 63 deletions

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@ -54,37 +54,49 @@ For each axis:
### Step 4: Produce Report ### Step 4: Produce Report
Use this format: Use this exact format (matches `scripts/evaluate.py` output):
``` ```
============================================================ ============================================================
AGENT EVALUATION REPORT AGENT SELF-EVALUATION REPORT
============================================================ ============================================================
Axis Score Evidence Accuracy █████ 5/5
+ [Evidence: passing tests, verified claims]
→ [Improvement if score < 5]
Accuracy X/5 [What was verified, what was wrong] Completeness █████ 5/5
Completeness X/5 [What's covered, what's missing] + [What's covered]
Clarity X/5 [Structure quality, readability] → [Improvement if score < 5]
Actionability X/5 [Can user act now? What's the next step?]
Conciseness X/5 [Information density, redundancy] Clarity █████ 5/5
+ [Structure signals]
→ [Improvement if score < 5]
Actionability █████ 5/5
+ [User can act immediately]
→ [Improvement if score < 5]
Conciseness █████ 5/5
+ [Information density]
→ [Improvement if score < 5]
OVERALL X.X/5 OVERALL X.X/5
CRITICAL ISSUES (axes ≤ 2): CRITICAL ISSUES (axes ≤ 2):
[If any axis scored 2 or below, list it here with the specific fix needed] [Axis] Score N/5 — specific fix needed
(or "None" if no axis ≤ 2)
TOP IMPROVEMENTS: TOP IMPROVEMENTS:
1. [Highest impact fix first] 1. [Highest impact fix]
2. [Second highest] 2. [Second highest]
3. [Third highest]
VERDICT: [Deliver as-is / Fix N issues then deliver / Redo from scratch] VERDICT: [Deliver as-is / Fix N issues then deliver / Redo from scratch]
``` ```
## Output Format ## Output Format
Always include the structured report above. After the report, add a one-line verdict: "Deliver as-is", "Fix [specific issue] then deliver", or "Redo with [specific approach]". Always include the structured report above, matching the `scripts/evaluate.py` output format exactly. The report title is "AGENT SELF-EVALUATION REPORT" (not "AGENT EVALUATION REPORT").
## Examples ## Examples
@ -93,26 +105,44 @@ Always include the structured report above. After the report, add a one-line ver
Task: Add retry logic to HTTP client. 3 retries, exponential backoff. Task: Add retry logic to HTTP client. 3 retries, exponential backoff.
``` ```
AGENT EVALUATION REPORT ============================================================
AGENT SELF-EVALUATION REPORT
============================================================
Accuracy 5/5 grep confirms httpx.Retry used correctly. Accuracy █████ 5/5
Tests pass (42/42). Import verified. + Tests passing
Completeness 4/5 All HTTP methods covered. Missing: connection + grep confirms httpx.Retry used correctly
pool exhaustion handling (minor edge case). + Import verified
Clarity 5/5 Well-structured. Summary, code blocks, bullet
points. 10-second scan tells the full story. Completeness ████░ 4/5
Actionability 5/5 Single PR (#423). `pytest -v` cited. Merge is + All HTTP methods covered
the only action needed. + Edge cases documented
Conciseness 4/5 250 words. Verification section slightly → Missing: connection pool exhaustion handling (minor edge case)
verbose — 3 commands could be 1 script.
Clarity █████ 5/5
+ Uses headings for structure
+ Summary in first 3 lines
+ Code blocks with language tags
Actionability █████ 5/5
+ PR #423 created
+ pytest -v cited (42 passed)
+ Single action: merge PR
Conciseness ████░ 4/5
+ 250 words, high density
→ Verification section slightly verbose — 3 commands could be 1 script
OVERALL 4.6/5 OVERALL 4.6/5
TOP IMPROVEMENTS: CRITICAL ISSUES (axes ≤ 2):
1. Add connection pool exhaustion to edge cases doc None
2. Consolidate verification commands into a single script
VERDICT: Deliver as-is. The one gap (pool exhaustion) is a P2 edge case. TOP IMPROVEMENTS:
1. [Completeness] Add connection pool exhaustion to edge cases doc
2. [Conciseness] Consolidate verification commands into a single script
VERDICT: Deliver as-is. Minor improvements noted above.
``` ```
### Example: Weak Output ### Example: Weak Output
@ -120,33 +150,48 @@ VERDICT: Deliver as-is. The one gap (pool exhaustion) is a P2 edge case.
Task: Same as above. Task: Same as above.
``` ```
AGENT EVALUATION REPORT ============================================================
AGENT SELF-EVALUATION REPORT
============================================================
Accuracy 2/5 CRITICAL: Agent used urllib3.Retry but project Accuracy ██░░░ 2/5
uses httpx. grep proves no urllib3 import exists. + Code block present
Hedging language: "I think", "probably fine". - Hedged claim without verification ("I think this should work")
Completeness 3/5 Only handles 5xx. Missing: 429 rate limiting, - Explicitly untested
connection timeouts. Agent acknowledges gaps - Speculation without evidence
("might be edge cases") but doesn't fix them. → Cite specific tool outputs (test results, exit codes, grep findings)
Clarity 3/5 Code is readable but no explanation of where
to integrate. "Add this somewhere" is vague.
Actionability 2/5 No PR, no file created, no test written.
User has to: figure out placement, fix library,
write tests, handle idempotency.
Conciseness 3/5 120 words but ~50% is hedging/disclaimers.
Low information density.
OVERALL 2.6/5 Completeness ███░░ 3/5
+ Provides code example
- Explicit gap acknowledged ("might be edge cases with POST")
- Limited scope noted (only 5xx, missing 429 and connection errors)
→ List what's covered AND what's intentionally excluded
CRITICAL ISSUES: Clarity ████░ 4/5
Accuracy: Wrong library. Use httpx.Retry, not urllib3.Retry. + Uses code blocks
Actionability: No deliverable. Create a PR with the changed file + tests. - No integration guidance ("add this somewhere" is vague)
→ Specify exact file and line where code should be added
Actionability ██░░░ 2/5
- Defers work to user ("you'll want to test this")
- Vague suggestion without specifics
→ Create a PR with the changed file + tests
Conciseness ███░░ 3/5
+ Short (120 words)
- Low information density (~50% hedging/disclaimers)
→ Cut meta-commentary and filler
OVERALL 2.8/5
CRITICAL ISSUES (axes ≤ 2):
[Accuracy] Score 2/5 — Wrong library. Use httpx.Retry, not urllib3.Retry.
[Actionability] Score 2/5 — No deliverable. Create a PR with test file.
TOP IMPROVEMENTS: TOP IMPROVEMENTS:
1. Switch to httpx.Retry — grep the codebase first to confirm the HTTP library 1. [Accuracy] Switch to httpx.Retry — grep the codebase first
2. Create a PR with src/api_client.py + tests/test_api_client.py 2. [Actionability] Create a PR with src/api_client.py + tests
3. Handle 429, connection errors, and timeout — not just 5xx 3. [Completeness] Handle 429, connection errors, and timeout
VERDICT: Redo with httpx.Retry, full HTTP method coverage, and a test file. VERDICT: Redo with specific fixes. Weakest axis: Accuracy (2/5).
Do not deliver until accuracy ≥ 4.
``` ```

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@ -306,15 +306,41 @@ def format_report(scores: list[AxisScore]) -> str:
lines.append(f" {'OVERALL':<15} {avg:.1f}/5") lines.append(f" {'OVERALL':<15} {avg:.1f}/5")
lines.append("") lines.append("")
# Top improvements # Critical issues (axes ≤ 2)
critical = [(s, s.improvement or "No improvement suggested") for s in scores if s.score <= 2]
lines.append("CRITICAL ISSUES (axes ≤ 2):")
if critical:
for s, imp in critical:
lines.append(f" [{s.name}] Score {s.score}/5 — {imp}")
else:
lines.append(" None")
lines.append("")
# Top improvements (axes scoring < 4, ranked by impact)
improvements = [(s, s.improvement) for s in scores if s.improvement and s.score < 4] improvements = [(s, s.improvement) for s in scores if s.improvement and s.score < 4]
lines.append("TOP IMPROVEMENTS:")
if improvements: if improvements:
lines.append("TOP IMPROVEMENTS (axes scoring < 4):") for i, (s, imp) in enumerate(sorted(improvements, key=lambda x: x[0].score), 1):
for s, imp in sorted(improvements, key=lambda x: x[0].score): lines.append(f" {i}. [{s.name}] {imp}")
lines.append(f" [{s.name}] {imp}")
else: else:
lines.append(" No axes below 4. Strong output across all dimensions.") lines.append(" No axes below 4. Strong output across all dimensions.")
lines.append("")
# Verdict
min_score = min(s.score for s in scores)
if min_score <= 2:
verdict = f"Redo with specific fixes. Weakest axis: {min(scores, key=lambda s: s.score).name} ({min_score}/5)."
elif any(s.score <= 3 for s in scores):
weak = [s.name for s in scores if s.score <= 3]
verdict = f"Fix {'/'.join(weak)} issues, then deliver."
elif avg >= 4.5:
verdict = "Deliver as-is. No changes needed."
else:
verdict = "Deliver as-is. Minor improvements noted above."
lines.append(f"VERDICT: {verdict}")
return "\n".join(lines) return "\n".join(lines)

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@ -1,6 +1,6 @@
# Agent Self-Evaluation Report Template # Agent Self-Evaluation Report Template
Copy this template and fill in after completing a task. Keep it in your conversation — the user sees it inline. Copy this template and fill in after completing a task. The format matches `scripts/evaluate.py` output.
``` ```
============================================================ ============================================================
@ -10,27 +10,40 @@ AGENT SELF-EVALUATION REPORT
Accuracy █████ 5/5 or ███░░ 3/5 Accuracy █████ 5/5 or ███░░ 3/5
+ [Evidence: passing tests, verified claims] + [Evidence: passing tests, verified claims]
- [Gaps: unverified claims, hedging language] - [Gaps: unverified claims, hedging language]
→ [Improvement if score < 5]
Completeness █████ 5/5 Completeness █████ 5/5
+ [What's covered: all requirements + edge cases] + [What's covered: all requirements + edge cases]
- [What's missing: explicitly acknowledge gaps] - [What's missing: explicitly acknowledge gaps]
→ [Improvement if score < 5]
Clarity █████ 5/5 Clarity █████ 5/5
+ [Structure: headings, code blocks, bullet points] + [Structure: headings, code blocks, bullet points]
- [Issues: undefined terms, wall of text, no summary] - [Issues: undefined terms, wall of text, no summary]
→ [Improvement if score < 5]
Actionability █████ 5/5 Actionability █████ 5/5
+ [User can: merge PR, run command, review file] + [User can: merge PR, run command, review file]
- [Blockers: missing steps, vague suggestions] - [Blockers: missing steps, vague suggestions]
→ [Improvement if score < 5]
Conciseness █████ 5/5 Conciseness █████ 5/5
+ [Tight: no repetition, high information density] + [Tight: no repetition, high information density]
- [Bloat: filler, meta-commentary, repeated points] - [Bloat: filler, meta-commentary, repeated points]
→ [Improvement if score < 5]
OVERALL X.X/5 OVERALL X.X/5
CRITICAL ISSUES (axes ≤ 2):
[Axis] Score N/5 — specific fix needed
(or "None" if no axis ≤ 2)
TOP IMPROVEMENTS: TOP IMPROVEMENTS:
[Only list axes scoring < 4, ranked by user impact] 1. [Highest impact fix]
2. [Second highest]
(Only list axes scoring < 4, ranked by user impact)
VERDICT: [Deliver as-is / Fix N issues then deliver / Redo from scratch]
``` ```
## Quick Reference: Scoring Triggers ## Quick Reference: Scoring Triggers
@ -64,7 +77,7 @@ Skip the evaluation if:
| Overall Score | What to do | | Overall Score | What to do |
|---|---| |---|---|
| ≥4.5 | Deliver. No changes needed. | | ≥4.5 | Deliver as-is. No changes needed. |
| 3.54.4 | Flag the top improvement but deliver. Fix if <30 seconds. | | 3.54.4 | Flag top improvement but deliver. Fix if <30 seconds. |
| 2.53.4 | State what you'd change. Ask user: "Should I redo [axis] or deliver as-is?" | | 2.53.4 | State what you'd change. Ask user: "Should I redo [axis] or deliver as-is?" |
| <2.5 | Don't deliver. Say: "This scored __ because __. Let me redo this with [specific fix]." Then redo. | | <2.5 | Don't deliver. Say: "This scored __ because __. Let me redo this with [specific fix]." Then redo. |