Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git 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/commands/azazhang/finance-literature-review-skill/finance-lit-review)<a href="https://agentmods.dev/commands/azazhang/finance-literature-review-skill/finance-lit-review"><img src="https://agentmods.dev/badge/commands/azazhang/finance-literature-review-skill/finance-lit-review/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/commands/azazhang/finance-literature-review-skill/finance-lit-review"><img src="https://agentmods.dev/badge/commands/azazhang/finance-literature-review-skill/finance-lit-review.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 | $0.00000 | $0.00625 |
| Opus 5.5 | $0.00000 | $0.00250 |
| Sonnet 5.5 | $0.00000 | $0.00125 |
| Haiku 4.5 | $0.00000 | $0.00063 |
Grade A, and why
finance-lit-review 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 — 37 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Run a finance-first literature review for:
$ARGUMENTS
Workflow
- Scope & Topic Maturity:
- Assess whether the topic is frontier/emergent (where Tier 1 working papers lead) or a mature paradigm (where peer-reviewed articles anchor the literature).
- Identify relevant subfields (Asset Pricing, Corporate Finance, Banking, Accounting).
- Build Search Grid & Query Channels:
- Query core finance journals (JF, JFE, RFS), subfield leaders (JFQA, RCFS, RAPS, JMCB), Top 5 Econ, and Top 5 Accounting.
- Execute systematic working paper searches via SSRN FEN eJournals, NBER programs (
CF,AP,ME), CEPR, Central Banks (FEDS, NY Fed, BIS, ECB), conference programs (AFA, WFA, EFA, NBER SI), and finance JEL codes (G1,G2,G3,M4,E4/E5).
- Full-Text / Introduction Retrieval & Abstract Quarantine:
- Retrieve manuscript or working paper PDFs/HTML. Do not stop at abstracts.
- Enforce Abstract Quarantine: If only an abstract is available, tag
[Abstract-Only Provisional], preface statements with "Author claims in abstract (unverified): ...", and mark design fields unverified. Never infer identification strategies, fixed effects, clustering, or numerical magnitudes from an abstract.
- Extract via 3-Anchor Protocol (16 Columns):
- Target Introduction Paras 3–4 (setting & shock), Paras 5–6 (findings & economic magnitude), Paras 9–11 (self-stated contribution & boundary relative to benchmark papers), and baseline table notes.
- Assign Lineage Role (Theoretical Originator, Empirical Landmark, Causal ID Benchmark, Boundary / Reassessment).
- Separate Verified Empirical Finding from Boundary Condition (what it leaves open).
- Synthesize by Mechanism, Lineage, and Design:
- Synthesize along economic channels and causal designs. Contrast findings by identification strategy and sample setting. Do not summarize paper-by-paper.
- Deliver:
- Scope note and topic maturity classification,
- Prioritized reading list,
- 16-column literature matrix with verification tags and lineage roles,
- Thematic synthesis,
- Explicit research gaps grounded in boundary conditions,
- Verified citation block.
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 · -3 lines 17ea31f04afb
- 1mo ago First seen · 40 lines · 0 tokens per session scan A 340ae6ddffdd
finance-lit-review is a command published in the GitHub repository azazhang/finance-literature-review-skill (1 stars, last pushed 27d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 625 tokens. 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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