Borrowing it
Nothing to install: this file belongs to aget-framework/aget. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/aget-framework/aget/main/.claude/skills/aget-search-literature/SKILL.mdgit clone --depth 1 https://github.com/aget-framework/agetWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aget-framework/aget/aget-search-literature)<a href="https://agentmods.dev/skills/aget-framework/aget/aget-search-literature"><img src="https://agentmods.dev/badge/skills/aget-framework/aget/aget-search-literature/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aget-framework/aget/aget-search-literature"><img src="https://agentmods.dev/badge/skills/aget-framework/aget/aget-search-literature.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00012 | $0.00583 |
| Opus 5 | $0.00006 | $0.00292 |
| Sonnet 5 | $0.00002 | $0.00117 |
| Haiku 4.5 | $0.00001 | $0.00058 |
Grade A, and why
aget-search-literature scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.
aget-search-literature
Search and review relevant literature, papers, and prior work. Prioritizes internal KB before external sources.
Instructions
When this skill is invoked:
-
Search Internal KB First
- L-docs in
.aget/evolution/ - Patterns in
.aget/patterns/ - Specs in
specs/ - SOPs in
sops/
- L-docs in
-
Search External (if enabled)
- Academic sources
- Technical documentation
- Web resources
-
Synthesize Findings
- Summarize key points
- Note convergence/divergence
- Identify gaps
-
Provide Citations
- Proper attribution
- Accessible references
- Context for each
Output Format
## Literature Review: [Topic]
### Search Parameters
| Parameter | Value |
|-----------|-------|
| Topic | [Search terms] |
| Scope | [KB Only / KB + External] |
| Date | [YYYY-MM-DD] |
---
### Internal KB Results
#### L-docs
| ID | Title | Relevance |
|----|-------|-----------|
| L[XXX] | [Title] | [How it relates] |
#### Patterns
- [Pattern name]: [Relevance]
#### Specs
- [Spec name]: [Relevance]
---
### External Results (if searched)
| Source | Title | Key Finding |
|--------|-------|-------------|
| [URL/Ref] | [Title] | [Relevant insight] |
---
### Synthesis
**Key Themes**:
1. [Theme 1]: [Summary]
2. [Theme 2]: [Summary]
**Convergence**: [Where sources agree]
**Divergence**: [Where sources differ]
---
### Knowledge Gaps
1. [Gap 1]: [What's missing]
2. [Gap 2]: [What's missing]
---
### Citations
1. [Full citation 1]
2. [Full citation 2]
Constraints
- C1: NEVER fabricate sources or citations — research integrity essential
- C2: NEVER present paraphrased content without attribution — plagiarism must be avoided
- C3: NEVER claim comprehensive coverage without noting limitations — search scope must be acknowledged
Related
- SKILL-029: aget-search-literature specification
- ONTOLOGY_researcher.yaml: Literature, Citation, Knowledge_Gap concepts
- CAP-RES-001: Literature Search capability
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 116 lines · 12 tokens per session scan A fc013912f48f
aget-search-literature is a skill published in the GitHub repository aget-framework/aget (11 stars, last pushed 2d ago), licensed Apache-2.0. It adds 12 tokens to every session and 583 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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