finman-topic-selection — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited finman-topic-selection (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
FM is the FMA's general-interest finance journal, and its editors are unusually explicit about taste: they want "academic articles that people actually read," judged on originality, rigor, timeliness, practical relevance, and quality, with less weight on trivial robustness and real weight on whether the paper "provokes and furthers debate." Translated into a topic filter, an FM-worthy question is one a corporate-finance, asset-pricing, banking, or markets reader would all find interesting, that speaks to a decision a manager, investor, regulator, or trader actually faces, and that is topical — anchored to a current or emerging financial issue rather than a marginal extension of a 2008 debate. The journal also actively solicits work "from anywhere around the globe," so a clean non-US setting is an asset, not a liability, when the financial mechanism is general.
Run the question through four gates, in order. If it fails the first two, FM is probably the wrong target; if it fails the last two, the topic needs reframing before you proceed.
FM is general-interest, so the same four gates apply across very different subfields — but the shape of an FM-worthy question differs by area. Use this to pressure-test the topic against its home subfield's FM bar.
| Subfield | An FM-shaped question looks like | A too-narrow / mis-targeted version |
|---|---|---|
| Corporate finance | a financing/investment/M&A decision affected by a live shock, with a managerial takeaway | a marginal re-test of pecking order on a new sample |
| Payout & capital structure | how a policy choice responds to a tax/regulatory change that separates competing theories | another determinants-of-leverage regression |
| Governance | a board/ownership mechanism with a credible source of variation and a board-relevant implication | a governance-index correlation with performance |
| Investments / asset pricing | a return pattern that speaks to a general debate (risk vs. mispricing) and survives costs | a factor zoo addition with no economic story |
| Banking / intermediation | an information/frictions mechanism that generalizes beyond banks | a bank-specific regulatory note |
| Markets / microstructure | a market-design or liquidity finding with implications a trader/regulator acts on | a venue-specific tick-size technicality |
A draft documents that firms in one country smooth dividends more after a 2023 tax change. As framed it reads like a country-specific note. The FM reframe: ask the general-interest question — do payout commitments respond to tax-induced changes in the marginal investor's clientele, and what should a CFO infer about signaling vs. catering? Now the decision-maker (the CFO setting payout policy), the topicality (a 2023 reform), and the originality (clean tax variation that separates two payout theories) are all explicit, and a non-US setting becomes the source of identification rather than a parochial limitation.
Topic selection is also where you decide, provisionally, two things that shape the whole pipeline:
finman-workflow can route to the right next link instead of marching through every stage.When a topic fails a gate, it is often salvageable by changing the question, not the data:
A topic that survives all four after reframing is genuinely FM-shaped; one that needs the data to do the persuading is not.
【Journal】Financial Management
【Topic in one sentence】<general-interest finance claim>
【Decision-maker】<manager / investor / regulator / board who acts on it>
【Timeliness hook】<current or emerging issue it speaks to>
【Originality】<new fact / mechanism / identification / answer>
【FM vs. siblings】why FM and not JCF / JFQA / a top-3 desk
【Source status】verified / 待核实 / not asserted
【Next skill】finman-literature-positioning~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.