research-status

Included with Lifetime

$97 forever

Show research corpus health and statistics

General

What this skill does


# Research Status Command

Display comprehensive health check and statistics for the research corpus.

## Scope Boundary

`corpus-health` / `research-status` is **structural** — it checks whether the corpus is well-formed:
- Are files present where expected? (orphans, missing artifacts)
- Is frontmatter complete and valid? (schema violations)
- Are references intact? (broken links, missing provenance)
- Is the data well-organized? (checksums, naming, metadata)

For **intellectual** gap analysis — what topics lack coverage, what claims lack evidence, what contradictions are unresolved — use `research-gap` instead.

For **declarative rule checking** (automated, CI-ready), use `research-lint` which runs the `research` lint ruleset.

## Instructions

When invoked, analyze corpus health:

1. **Scan Corpus**
   - Count papers in `.aiwg/research/sources/`
   - Count finding documents
   - Count quality assessments
   - Count archival packages
   - Identify orphaned or incomplete artifacts

2. **Validate Integrity**
   - Check fixity manifest integrity
   - Verify all checksums
   - Detect corrupted files
   - Find missing provenance records

3. **Assess Completeness**
   - Papers missing finding documents
   - Papers missing quality assessments
   - Papers missing archival packages
   - Incomplete frontmatter
   - Missing metadata fields

4. **Analyze Coverage**
   - Topic distribution
   - Publication year distribution
   - Source type distribution (journal, conference, preprint)
   - GRADE quality distribution

5. **Check Policy Compliance**
   - Citation policy violations
   - GRADE hedging compliance
   - Provenance completeness
   - Metadata standards adherence

6. **Generate Report**
   - Summary statistics
   - Health score
   - Problem areas flagged
   - Remediation suggestions

## Arguments

- `--detailed` - Show detailed statistics and breakdowns
- `--problems-only` - Only show issues requiring attention
- `--export [json|yaml|markdown]` - Export report to file
- `--validate-all` - Perform deep validation (slower, thorough)
- `--check-citations` - Include citation policy validation

## Examples

```bash
# Basic status check
/research-status

# Detailed analysis
/research-status --detailed

# Show only problems
/research-status --problems-only

# Full validation with citation check
/research-status --validate-all --check-citations

# Export report
/research-status --detailed --export markdown
```

## Expected Output

### Standard Mode

```
Research Corpus Health Check
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Corpus Statistics:
─────────────────────────────────────────────────────────────────────
  Papers:               47
  Finding Documents:    47 (100%)
  Quality Assessments:  45 (96%)
  Archival Packages:    42 (89%)
  Literature Notes:     38 (81%)

  Total Size:           142.8 MB
  Oldest Paper:         2018
  Newest Paper:         2024

Health Score: 92/100 (GOOD)
─────────────────────────────────────────────────────────────────────

Completeness:
─────────────────────────────────────────────────────────────────────
  ✓ All papers have finding documents
  ⚠ 2 papers missing quality assessments (REF-044, REF-045)
  ⚠ 5 papers missing archival packages (REF-041-045)
  ✓ Fixity manifest up to date
  ✓ Provenance records complete

Quality Distribution:
─────────────────────────────────────────────────────────────────────
  HIGH:      12 papers (26%)  ████████░░░░░░░░░░░░░░░░░░
  MODERATE:  18 papers (38%)  ███████████████░░░░░░░░░░░
  LOW:       14 papers (30%)  ████████████░░░░░░░░░░░░░░
  VERY LOW:   3 papers (6%)   ██░░░░░░░░░░░░░░░░░░░░░░░░

Source Types:
─────────────────────────────────────────────────────────────────────
  Peer-reviewed Journal:    15 (32%)
  Peer-reviewed Conference: 22 (47%)
  Preprint:                  8 (17%)
  Technical Report:          2 (4%)

Topics (Top 5):
─────────────────────────────────────────────────────────────────────
  1. agentic-workflows         24 papers
  2. llm-evaluation            18 papers
  3. human-in-the-loop         14 papers
  4. multi-agent-systems       12 papers
  5. cognitive-scaffolding      9 papers

Issues Requiring Attention:
─────────────────────────────────────────────────────────────────────
  ⚠ 2 papers need quality assessment:
      - REF-044 (acquired 7 days ago)
      - REF-045 (acquired 5 days ago)

  ⚠ 5 papers need archival:
      - REF-041, REF-042, REF-043, REF-044, REF-045

  ⚠ 9 papers need literature notes

Next Steps:
─────────────────────────────────────────────────────────────────────
  1. /research-quality REF-044 REF-045 - Complete quality assessments
  2. /research-archive REF-041 REF-042 REF-043 REF-044 REF-045
  3. /research-document REF-038 --depth comprehensive --include-notes

Last Corpus Update: 2026-02-03T14:35:25Z (15 minutes ago)
```

### Detailed Mode

```
/research-status --detailed

Research Corpus Health Check (Detailed)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Corpus Statistics:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Papers by Year:
  2024: ███████████ 18 (38%)
  2023: ██████████  15 (32%)
  2022: ████        6 (13%)
  2021: ███         4 (9%)
  2020: ██          3 (6%)
  2019: ░           1 (2%)

Papers by GRADE Level:
  HIGH:      ████████  12 (26%)
    - Systematic Reviews: 4
    - Meta-analyses: 2
    - High-quality RCTs: 6

  MODERATE:  ███████████████  18 (38%)
    - Conference Papers: 12
    - Cohort Studies: 6

  LOW:       ████████████  14 (30%)
    - Case Series: 8
    - Limited Evaluation: 6

  VERY LOW:  ██  3 (6%)
    - Preprints (not peer-reviewed): 2
    - Blog Posts: 1

Papers by Source:
  ACM Digital Library:      12
  IEEE Xplore:              8
  arXiv:                    15
  Nature/Science:           5
  Springer:                 4
  Other:                    3

AIWG Relevance:
  HIGH:      32 papers (68%)  - Direct applicability
  MEDIUM:    12 papers (26%)  - Tangential relevance
  LOW:        3 papers (6%)   - Background/context only

Citation Usage:
  Total citations across corpus: 347
  Average citations per paper:   7.4
  Most cited: REF-001 (34 citations)
  Least cited: REF-044 (0 citations, new)

Completeness Matrix:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Artifact Type               Count    %      Status
────────────────────────────────────────────────────────────────────
Source PDFs                 47/47    100%   ✓ Complete
Finding Documents           47/47    100%   ✓ Complete
Quality Assessments         45/47    96%    ⚠ 2 missing
Archival Packages           42/47    89%    ⚠ 5 missing
Literature Notes            38/47    81%    ⚠ 9 missing
Provenance Records          47/47    100%   ✓ Complete

Metadata Completeness:
────────────────────────────────────────────────────────────────────
DOI:                        44/47    94%    ⚠ 3 preprints lack DOI
Authors:                    47/47    100%   ✓ Complete
Year:                       47/47    100%   ✓ Complete
Abstract:                   46/47    98%    ⚠ 1 missing
Keywords:                   38/47    81%    ⚠ 9 missing
Citation Count:             45/47    96%    ⚠ 2 missing

Integrity Checks:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Fixity Validation:          47/47    100%   ✓ All checksums verified
Provenance Chains:          47/47    100%   ✓ Complete
Broken References:          0               ✓ None found
Orphaned Files:             0               ✓ None found

Storage Metrics:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Total Size:                 142.8 MB
  Source PDFs:              128.4 MB (90%)
  Finding Documents:        2.1 MB (1%)
  Literature Notes:         0.8 MB (1%)
  Quality Assessments:      0.3 MB (<1%)
  Archival Packages:        11.2 MB (8%)

Average PDF Size:           2.7 MB
Largest Paper:              REF-015 (12.4 MB, book chapter)
Smallest Paper:             REF-031 (0.4 MB, s

Files: 1

Size: 17.5 KB

Complexity: 24/100

Category: General

Source: https://github.com/jmagly/aiwg/tree/main/agentic/code/frameworks/research-complete/skills/research-status

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