Skip to content

improve(research-synthesizer): enhance with phased workflow, tool expansion, and quality verification#559

Merged
davila7 merged 1 commit into
mainfrom
review/research-synthesizer-2026-05-01
May 1, 2026
Merged

improve(research-synthesizer): enhance with phased workflow, tool expansion, and quality verification#559
davila7 merged 1 commit into
mainfrom
review/research-synthesizer-2026-05-01

Conversation

@davila7
Copy link
Copy Markdown
Owner

@davila7 davila7 commented May 1, 2026

Automated Component Improvement

Changes

  • Expanded tool list: Added WebSearch and WebFetch with explicit guidance to use them sparingly (only for verifying ambiguous citations or contested claims from upstream outputs)
  • Input Discovery Protocol: New section with numbered rules for locating all researcher output files, recording missing researchers in synthesis_metadata.missing_researchers, and never blocking synthesis due to a single absent source
  • Phased execution framework: Replaced flat bullet lists with a structured 4-phase workflow — Phase 1 Input Discovery, Phase 2 Parallel Extraction, Phase 3 Cross-Source Integration, Phase 4 Output and Self-Review
  • Quality Verification Checklist: Pre-output checklist enforcing citation completeness, contradiction resolution presence, non-empty knowledge_gaps when coverage is incomplete, and single_source labeling
  • Dual output requirement: Agent now writes synthesis-summary.md first as a standalone markdown executive summary, then synthesis.json with the full structured data
  • Schema additions: Added missing_researchers to synthesis_metadata and single_source to consensus_level enum
  • Concrete examples: Replaced abstract domain examples (climate change, AI safety) with realistic Claude Code workflow scenarios referencing actual agent output files (LLM fine-tuning costs, WASM adoption)

Research Summary

The original component had solid structure (JSON schema, contradiction handling, consensus_level) but lacked operational guidance for discovering inputs, handling missing sources, and verifying output quality before writing. The improvements add a complete pre-synthesis protocol and a self-verification gate that make the agent more robust in automated multi-agent pipelines.

Validation

  • component-reviewer: PASSED
    • Valid YAML frontmatter with all required fields
    • Kebab-case naming
    • No hardcoded secrets
    • No absolute paths
    • 2 concrete workflow examples with commentary
    • Correct category placement (deep-research-team)

Automated review cycle by Component Improvement Loop


Summary by cubic

Improves the research-synthesizer with a phased workflow, input discovery, and quality checks to make syntheses more reliable. Also adds limited web verification tools and tightens outputs and schema.

  • Area: components (cli-tool/components/). No new components; no docs/components.json regen; no new env vars or secrets.
  • Adds a 4-phase workflow (discovery, extraction, integration, output) and an Input Discovery protocol that finds researcher files and continues when some are missing.
  • Introduces a Quality Verification checklist (citation completeness, contradiction resolutions, non-empty knowledge_gaps, missing_researchers tracking).
  • Expands tools with WebSearch and WebFetch, used only to verify ambiguous or contested claims.
  • Requires dual outputs (synthesis-summary.md before synthesis.json) and extends the schema with synthesis_metadata.missing_researchers and consensus_level: single_source.

Written for commit 9da5698. Summary will update on new commits.

…ansion, and quality verification

- Add WebSearch and WebFetch to tools with sparingly-use guidance
- Add Input Discovery Protocol for locating upstream researcher outputs and handling missing sources gracefully
- Replace flat bullet lists with 4-phase execution framework (Discovery, Extraction, Integration, Output)
- Add Quality Verification Checklist before final output
- Require standalone synthesis-summary.md written before synthesis.json
- Add missing_researchers field to synthesis_metadata schema
- Add single_source consensus_level value
- Replace abstract examples with realistic Claude Code workflow scenarios referencing actual agent outputs

Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com>
@vercel
Copy link
Copy Markdown

vercel Bot commented May 1, 2026

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
aitmpl-dashboard Ready Ready Preview, Comment May 1, 2026 8:17pm
claude-code-templates Ready Ready Preview, Comment May 1, 2026 8:17pm

@github-actions github-actions Bot added the review-pending Component PR awaiting maintainer review label May 1, 2026
@github-actions
Copy link
Copy Markdown
Contributor

github-actions Bot commented May 1, 2026

👋 Thanks for contributing, @davila7!

This PR touches cli-tool/components/** and has been marked review-pending.

What happens next

  1. 🤖 Automated security audit runs and posts results on this PR.
  2. 👀 Maintainer review — a human reviewer validates the component with the component-reviewer agent (format, naming, security, clarity).
  3. Merge — once approved, your PR is merged to main.
  4. 📦 Catalog regeneration — the component catalog is rebuilt automatically.
  5. 🚀 Live on aitmpl.com — your component appears on the website after deploy.

While you wait

  • Check the Security Audit comment below for any issues to fix.
  • Make sure your component follows the contribution guide.

This is an automated message. No action is required from you right now — a maintainer will review soon.

@github-actions
Copy link
Copy Markdown
Contributor

github-actions Bot commented May 1, 2026

⚠️ Security Audit Report

Status: ❌ FAILED

Metric Count
Total Components 763
✅ Passed 360
❌ Failed 403
⚠️ Warnings 1006

❌ Failed Components (Top 5)

Component Errors Warnings Score
vercel-edge-function 3 4 81/100
prompt-engineer 2 0 90/100
neon-expert 2 2 88/100
agent-overview 2 1 89/100
unused-code-cleaner 2 1 89/100

...and 398 more failed component(s)


📊 View Full Report for detailed error messages and all components

Copy link
Copy Markdown
Contributor

@cubic-dev-ai cubic-dev-ai Bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

No issues found across 1 file

@davila7 davila7 merged commit edc8f2e into main May 1, 2026
7 checks passed
@davila7 davila7 deleted the review/research-synthesizer-2026-05-01 branch May 1, 2026 21:10
davila7 added a commit that referenced this pull request May 1, 2026
Reflects merged improvements to cli-tool/components/agents/deep-research-team/research-synthesizer.md.

Automated by pr-verification cycle | Co-Authored-By: Claude Code <noreply@anthropic.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

review-pending Component PR awaiting maintainer review

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant