template-literature-synthesis SKILL.md skillA

template-literature-synthesis from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add docxology/template/template-literature-synthesis@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
docxology/template
Path
docs/prompts/literature-synthesis/SKILL.md
Versions recorded
4
Latest version
v1.0.0, committed Jul 1, 2026
First version recorded
May 24, 2026
Size
2,618 bytes
Repository stars
23
License
Apache-2.0

LLM prompt blocks for per-paper and corpus literature synthesis after a search pipeline. USE WHEN synthesizing arXiv/Crossref results, writing per-paper notes, thematic clusters, gap analysis from a literature corpus, or wiring template_search_project synthesis — even without naming infrastructure.llm templates.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Literature synthesis

Prompt blocks for `infrastructure.llm` or project `synthesis.py` after literature search.

## Natural invoke

- "Synthesize these 12 papers into thematic clusters with citation keys"
- "Per-paper structured notes: contribution, method, evidence, limitation"
- "Gap analysis: what experiments would close open questions?"

## Inputs to confirm

- **Corpus** — list of papers (title, authors, year, abstract, optional fulltext).
- **Goal paragraph** — for gap-analysis variant only.

## Paper block format

Each paper renders as:

```text
### {citation_key} — {title} ({year})
**Authors:** {authors}
**DOI / URL:** {doi or url}
**Abstract:** {abstract}
```

## Workflows

### Per-paper analysis

Structured note: CONTRIBUTION (one sentence), METHOD (2–3 bullets), EVIDENCE (2–3 bullets), LIMITATION (one bullet), TAGS (3–7 lowercase). Cite as `[{citation_key}]`.

### Cross-paper synthesis

Group into 3–7 thematic clusters; summarise dominant approach; agreements/disagreements; 3 open questions. Cite only corpus keys in square brackets.

### Gap analysis

Given GOAL + corpus: per paper COVERS/LACKS sub-claims; propose 3 follow-up experiments. Cite by key.

## Style
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add docxology/template/template-literature-synthesis@sha256:e4c106050e37de3c

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tbpxexofuuk3q7pm.svg)](https://markdownregistry.com/a/art_tbpxexofuuk3q7pm)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between May 24, 2026 and Jul 1, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-01 17470f5 2,618 BA view · diff
v1.0.02026-05-28 db613f8 2,614 BA view · diff
v1.0.02026-05-25 550d90f 2,614 BA view · diff
git:20260524.10292012026-05-24 1029201 2,351 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2618 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

docxology/template · 23 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tbpxexofuuk3q7pm
GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/template-literature-synthesis
GET https://markdownregistry.com/api/v1/blob/e4c106050e37de3ca85dbb58acbaddecb3d5a0319599007b78384a2ec72a77ca

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from docxology/template

AGENTS.md@.agents AGENTS.md file
docxology/template · .agents/AGENTS.md
git:20261031.a87934e · audit A · 23 stars
AGENTS.md@.agents/skills AGENTS.md file
docxology/template · .agents/skills/AGENTS.md
git:20260829.b2727a9 · audit A · 23 stars
advanced-evaluation SKILL.md skill
docxology/template · .agents/skills/advanced-evaluation/SKILL.md · This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison…
git:20260713.397aa15 · audit A · 23 stars
bdi-mental-states SKILL.md skill
docxology/template · .agents/skills/bdi-mental-states/SKILL.md · This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions…
git:20260713.397aa15 · audit A · 23 stars
context-compression SKILL.md skill
docxology/template · .agents/skills/context-compression/SKILL.md · This skill should be used when long-running agent sessions need context compression, structured summarization…
git:20260713.397aa15 · audit A · 23 stars
context-degradation SKILL.md skill
docxology/template · .agents/skills/context-degradation/SKILL.md · This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context…
git:20260713.397aa15 · audit A · 23 stars
context-fundamentals SKILL.md skill
docxology/template · .agents/skills/context-fundamentals/SKILL.md · This skill should be used to explain or reason about the foundational concepts of context engineering: what context is…
git:20260713.397aa15 · audit A · 23 stars
context-optimization SKILL.md skill
docxology/template · .agents/skills/context-optimization/SKILL.md · This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache…
git:20260713.397aa15 · audit A · 23 stars
evaluation SKILL.md skill
docxology/template · .agents/skills/evaluation/SKILL.md · This skill should be used when building agent evaluation systems: deterministic checks, regression suites…
git:20260713.397aa15 · audit A · 23 stars
filesystem-context SKILL.md skill
docxology/template · .agents/skills/filesystem-context/SKILL.md · This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading…
git:20260713.397aa15 · audit A · 23 stars
harness-engineering SKILL.md skill
docxology/template · .agents/skills/harness-engineering/SKILL.md · This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and…
git:20260713.397aa15 · audit A · 23 stars
hosted-agents SKILL.md skill
docxology/template · .agents/skills/hosted-agents/SKILL.md · This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding…
git:20260713.397aa15 · audit A · 23 stars

Every file in docxology/template

Browse by kind, by grade A, or by owner.