Release v1.26.0: Add deep-research skill

This commit is contained in:
daymade
2026-01-25 15:45:29 +08:00
parent 450b33940b
commit 114c355aa8
12 changed files with 504 additions and 11 deletions

View File

@@ -0,0 +1,4 @@
Security scan passed
Scanned at: 2026-01-25T15:33:59.582023
Tool: gitleaks + pattern-based validation
Content hash: 36de97399b27f8a70dc16d74d4abf39d62918f50c6a8f67385463f9b95cc4839

207
deep-research/SKILL.md Normal file
View File

@@ -0,0 +1,207 @@
---
name: deep-research
description: |
Generate format-controlled research reports with evidence tracking, citations, and iterative review. This skill should be used when users request a research report, literature review, market or industry analysis, competitive landscape, policy or technical brief, or require a strict report template and section formatting that a single deepresearch pass cannot reliably enforce.
---
# Deep Research
Create high-fidelity research reports with strict format control, evidence mapping, and multi-pass synthesis.
## Quick Start
1. Clarify the report spec and format contract
2. Build a research plan and query set
3. Collect evidence with the deepresearch tool (multi-pass if needed)
4. Triage sources and build an evidence table
5. Draft the full report in multiple complete passes (parallel subagents)
6. UNION merge, enforce format compliance, verify citations
7. Present draft for human review and iterate
## Core Workflow
Copy this checklist and track progress:
```
Deep Research Progress:
- [ ] Step 1: Intake and format contract
- [ ] Step 2: Research plan and query set
- [ ] Step 3: Evidence collection (deepresearch tool)
- [ ] Step 4: Source triage and evidence table
- [ ] Step 5: Outline and section map
- [ ] Step 6: Multi-pass full drafting (parallel subagents)
- [ ] Step 7: UNION merge and format compliance
- [ ] Step 8: Evidence and citation verification
- [ ] Step 9: Present draft for human review and iterate
```
### Step 1: Intake and Format Contract
Establish the report requirements before any research:
- Confirm audience, purpose, scope, time range, and geography
- Lock output format: Markdown, DOCX, slides, or user-provided template
- Capture required sections and exact formatting rules
- Confirm citation style (footnotes, inline, numbered, APA, etc.)
- Confirm length targets per section
- Ask for any existing style guide or sample report
Create a concise report spec file:
```
Report Spec:
- Audience:
- Purpose:
- Scope:
- Time Range:
- Geography:
- Required Sections:
- Section Formatting Rules:
- Citation Style:
- Output Format:
- Length Targets:
- Tone:
- Must-Include Sources:
- Must-Exclude Topics:
```
If a user provides a template or an example report, treat it as a hard constraint and mirror the structure.
### Step 2: Research Plan and Query Set
Define the research strategy before calling tools:
- Break the main question into 3-7 subquestions
- Define key entities, keywords, and synonyms
- Identify primary sources vs secondary sources
- Define disqualifiers (outdated, low quality, opinion-only)
- Assemble a query set per section
Use [references/research_plan_checklist.md](references/research_plan_checklist.md) for guidance.
### Step 3: Evidence Collection (Deepresearch Tool)
Use the deepresearch tool to collect evidence and citations.
- Run multiple complete passes if coverage is uncertain
- Vary query phrasing to reduce blind spots
- Preserve raw tool output in files for traceability
**File structure (recommended):**
```
<output_dir>/research/<topic-name>/
deepresearch_pass1.md
deepresearch_pass2.md
deepresearch_pass3.md
```
If deepresearch is unavailable, rely on user-provided sources only and state limitations explicitly.
### Step 4: Source Triage and Evidence Table
Normalize and score sources before drafting:
- De-duplicate sources across passes
- Score sources using [references/source_quality_rubric.md](references/source_quality_rubric.md)
- Build an evidence table mapping claims to sources
Evidence table minimum columns:
- Source ID
- Title
- Publisher
- Date
- URL or reference
- Quality tier (A/B/C)
- Notes
### Step 5: Outline and Section Map
Create an outline that enforces the format contract:
- Use the template in [references/research_report_template.md](references/research_report_template.md)
- Produce a section map with required elements per section
- Confirm ordering and headings match the report spec
### Step 6: Multi-Pass Full Drafting (Parallel Subagents)
Avoid single-pass drafting; generate multiple complete reports, then merge.
#### Preferred Strategy: Parallel Subagents (Complete Draft Each)
Use the Task tool to spawn parallel subagents with isolated context. Each subagent must:
- Load the report spec, outline, and evidence table
- Draft the FULL report (all sections)
- Enforce formatting rules and citation style
**Implementation pattern:**
```
Task(subagent_type="general-purpose", prompt="Draft complete report ...", run_in_background=false) -> version1.md
Task(subagent_type="general-purpose", prompt="Draft complete report ...", run_in_background=false) -> version2.md
Task(subagent_type="general-purpose", prompt="Draft complete report ...", run_in_background=false) -> version3.md
```
**Write drafts to files, not conversation context:**
```
<output_dir>/intermediate/<topic-name>/version1.md
<output_dir>/intermediate/<topic-name>/version2.md
<output_dir>/intermediate/<topic-name>/version3.md
```
### Step 7: UNION Merge and Format Compliance
Merge using UNION, never remove content without evidence-based justification:
- Keep all unique findings from all versions
- Consolidate duplicates while preserving the most detailed phrasing
- Ensure every claim in the merged draft has a cited source
- Enforce the exact section order, headings, and formatting
- Re-run formatting rules from [references/formatting_rules.md](references/formatting_rules.md)
### Step 8: Evidence and Citation Verification
Verify traceability:
- Every numeric claim has at least one source
- Every recommendation references supporting evidence
- No orphan claims without citations
- Dates and time ranges are consistent
- Conflicts are explicitly called out with both sources
Use [references/completeness_review_checklist.md](references/completeness_review_checklist.md).
### Step 9: Present Draft for Human Review and Iterate
Present the draft as a reviewable version:
- Emphasize that format compliance and factual accuracy need human review
- Accept edits to format, structure, and scope
- If the user provides another AI output, cross-compare and UNION merge
## Output Requirements
- Match the requested language and tone
- Preserve technical terms in English
- Respect the report spec and formatting rules
- Include a references section or bibliography
## Reference Files
| File | When to Load |
| --- | --- |
| [research_report_template.md](references/research_report_template.md) | Build outline and draft structure |
| [formatting_rules.md](references/formatting_rules.md) | Enforce section formatting and citation rules |
| [source_quality_rubric.md](references/source_quality_rubric.md) | Score and triage sources |
| [research_plan_checklist.md](references/research_plan_checklist.md) | Build research plan and query set |
| [completeness_review_checklist.md](references/completeness_review_checklist.md) | Review for coverage, citations, and compliance |
## Anti-Patterns
- Single-pass drafting without parallel complete passes
- Splitting passes by section instead of full report drafts
- Ignoring the format contract or user template
- Claims without citations or evidence table mapping
- Mixing conflicting dates without calling out discrepancies
- Copying external AI output without verification
- Deleting intermediate drafts or raw research outputs

View File

@@ -0,0 +1,25 @@
# Completeness Review Checklist
Verify the draft meets all requirements before delivery.
## Structure and Format
- All required sections present and ordered
- Headings match the format contract
- Length targets met per section
## Evidence and Citations
- Every claim has a citation
- Every numeric claim has at least one Tier A or B source
- Conflicting sources are explicitly noted
- Evidence table maps claims to sources
## Content Quality
- Findings answer the research questions
- Recommendations are tied to evidence
- Limitations and uncertainty are documented
- Terminology is consistent
## Final Checks
- Dates and time ranges are consistent
- No unsupported claims
- No duplicate or conflicting statements

View File

@@ -0,0 +1,31 @@
# Formatting Rules
Use these rules to enforce strict report formatting.
## Headings
- Use H2 for top-level sections
- Use H3 for subsections
- Keep heading titles consistent with the report spec
## Section Order
- Follow the report spec order exactly
- Do not add or remove sections without approval
## Bullets and Tables
- Use bullets for lists of findings and actions
- Use tables for comparisons, metrics, or timelines
- Keep tables compact and label all columns
## Citations
- Use the citation style defined in the report spec
- Place citations immediately after the claim
- If a claim has multiple sources, list all relevant sources
## Terminology
- Define key terms once and reuse consistently
- Preserve technical terms in English
## Formatting Hygiene
- Avoid mixed numbering styles in the same section
- Avoid inline URLs in prose unless the spec requires it
- Do not embed new assets unless requested

View File

@@ -0,0 +1,26 @@
# Research Plan Checklist
Use this checklist before calling the deepresearch tool.
## Scope and Questions
- Define the primary research question
- Break into 3-7 subquestions
- Define scope boundaries and exclusions
- Define time range and geography
## Evidence Strategy
- Identify primary sources needed
- Identify secondary sources needed
- Define inclusion and exclusion criteria
- Define minimum number of sources per section
## Query Set
- Create query variants per subquestion
- Include synonyms and alternate terms
- Add disambiguating keywords
## Query Log Template
- Query:
- Intended section:
- Date run:
- Notes:

View File

@@ -0,0 +1,49 @@
# Research Report Template
## Title
- Report title
- Date
- Author or team (optional)
## Executive Summary
- 3-6 bullets, each supported by evidence
- Include top conclusions and implications
## Research Question and Scope
- Primary question
- Scope boundaries (what is included and excluded)
- Time range and geography
## Methodology
- Data sources used
- Search strategy and inclusion criteria
- Limitations and known gaps
## Key Findings
- 5-10 findings, each with citations
## Analysis
### Section 1: [Theme]
- Structured paragraphs with citations
- If comparative, include a table
### Section 2: [Theme]
- Structured paragraphs with citations
### Section 3: [Theme]
- Structured paragraphs with citations
## Risks and Limitations
- Data gaps
- Conflicting sources
- Uncertainty ranges
## Recommendations (If requested)
- Actionable recommendations tied to findings
- Each recommendation cites evidence
## Appendix A: Evidence Table
- Table mapping claims to sources
## Appendix B: Sources
- Full citations or links

View File

@@ -0,0 +1,28 @@
# Source Quality Rubric
Classify sources into tiers and prioritize higher quality evidence.
## Tier A (Highest)
- Primary sources: government data, standards bodies, peer-reviewed papers
- Official filings: annual reports, regulatory filings, audited statements
- First-party datasets with transparent methodology
## Tier B (Reliable)
- Reputable news organizations with editorial standards
- Industry analyst reports with clear methodology
- Company technical blogs with data and disclosures
## Tier C (Use Sparingly)
- Opinion pieces without evidence
- Marketing materials without verification
- Aggregators without clear sourcing
## Exclusion Rules
- Exclude sources with no date or author
- Exclude sources that cannot be verified
- Exclude sources that are clearly outdated for the topic
## Conflict Handling
- Surface conflicting sources explicitly
- Prefer higher tier sources
- Note uncertainty when conflicts remain