Borrowing it
Nothing to install: this file belongs to azazhang/finance-literature-review-skill. 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/azazhang/finance-literature-review-skill/main/CLAUDE.mdgit clone --depth 1 https://github.com/azazhang/finance-literature-review-skillWrote 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/instructions/azazhang/finance-literature-review-skill/claude-md)<a href="https://agentmods.dev/instructions/azazhang/finance-literature-review-skill/claude-md"><img src="https://agentmods.dev/badge/instructions/azazhang/finance-literature-review-skill/claude-md/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/instructions/azazhang/finance-literature-review-skill/claude-md"><img src="https://agentmods.dev/badge/instructions/azazhang/finance-literature-review-skill/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00736 | $0.00736 |
| Opus 5.5 | $0.00294 | $0.00294 |
| Sonnet 5.5 | $0.00147 | $0.00147 |
| Haiku 4.5 | $0.00074 | $0.00074 |
Grade A, and why
finance-literature-review-skill CLAUDE.md 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 26d 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 — 42 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Finance Literature Review Context
Use the finance literature review workflow when the user asks for:
- a literature review,
- related literature section,
- annotated bibliography,
- gap map,
- journal-targeted reading list,
- working-paper scan,
- finance / economics / accounting research synthesis.
Dynamic Priorities & Venue Hierarchy
- Core Finance:
Journal of Finance,Journal of Financial Economics,Review of Financial Studies. - Subfield Leading Finance:
JFQA,Review of Finance,Management Science(finance),RCFS,RAPS,JMCB,JCF,JBF. - Adjacent Top Economics:
AER,QJE,JPE,Econometrica,ReStudwhen mechanisms, macro transmission, or identification strategies overlap. - Top Accounting:
TAR,JAR,JAE,RAST,CARwhen overlapping disclosure, earnings, auditing, or information environment. - Dynamic Working Paper Integration: Never automatically rank working papers at the bottom. Tier them into Tier 1 (NBER, CEPR, Central Banks, Top 3/5 R&Rs, AFA/WFA/NBER SI), Tier 2, and Tier 3. For frontier/emergent topics, Tier 1 working papers sit co-equal with Top 3 publications.
- Systematic Discovery: Search SSRN FEN eJournals, NBER programs (
CF,AP,ME), CEPR, Central Banks (FEDS, NY Fed, BIS, ECB), conference programs (AFA, WFA, EFA, NBER SI), RePEc/IDEAS NEP reports, and finance JEL codes (G1,G2,G3,M4,E4/E5).
Hard Rules & Abstract Quarantine
- Never hallucinate citations or metadata.
- Abstract Quarantine: Never infer identification strategies, fixed effects, clustering, or economic magnitudes from an abstract alone. If only the abstract is accessible, tag
[Abstract-Only Provisional], preface statements with "Author claims in abstract (unverified): ...", and mark design fields unverified. Abstract-only papers cannot establish definitive intellectual ownership or settle research gaps. - 3-Anchor Introduction Protocol: Retrieve the Introduction (Paras 3–11) and baseline table notes to verify: (1) Setting & specific exogenous shock, (2) Quantitative magnitude, (3) Self-stated contribution relative to benchmark papers.
- Intellectual Lineage: Distinguish Theoretical Originator $\rightarrow$ Empirical Landmark $\rightarrow$ Causal ID Benchmark $\rightarrow$ Boundary Reassessment.
- Record both what a paper established and its boundary conditions (what it left open).
- Prefer synthesis by mechanism, intellectual lineage, and identification strategy, not paper-by-paper summaries.
- Capture granular empirical attributes: research question, primary dataset/infrastructure, sample period & filters, unit of observation, specific exogenous shock, fixed effects, clustering, main finding, mechanism, and limitations.
- If only titles or abstracts are available, say so explicitly.
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.
- 26d ago Changed · +6 lines · +504 tokens per session 448fc210f3aa
- 1mo ago First seen · 36 lines · 232 tokens per session scan A 961158cf0c0c
finance-literature-review-skill CLAUDE.md is an instructions file published in the GitHub repository azazhang/finance-literature-review-skill (1 stars, last pushed 27d ago), licensed MIT. It adds 736 tokens to every session, about $0.0029 per session on Opus 5.5. 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 2026-08-31.
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