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management-deep-dive

Deep management assessment — the 'buying a stock is buying a person' layer. For a company or a named executive, evaluate integrity (promise-vs-delivery tracking, crisis behavior, stakeholder treatment), ability (strategic foresight, execution, capital-allocation record) and governance (equity structure, compensation, related-party deals). Outputs a weighted score across integrity / ability / capital-allocation / governance plus Duan Yongping's 3-question verdict ('would you hand this person your money for 10 years'). Use when standard research leaves management quality uncertain, or when management IS the investment thesis.

68

Quality

86%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

75%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, highly actionable instruction-only skill: every step names its tools and provides a scaffold (tables, bands, weights, verdict rules), ending with an output format and audit gate. The main headroom is trimming the philosophical framing and adding mid-workflow validation checkpoints.

Suggestions

Trim the 'Design Philosophy' section and the epigraph quotes to a single line, or fold them into the description, to reduce non-load-bearing tokens (conciseness).

Add a mid-workflow checkpoint (e.g., after Step 4: if capital-decision data is sparse, mark the dimension 'insufficient data' rather than guessing) to complement the end-of-process `report_audit` gate (workflow_clarity).

Give Step 6 side-validation the same concrete treatment as other steps — named sources, a rating scale, and what to do when platforms require login — matching the specificity of the integrity tables (actionability).

DimensionReasoningScore

Conciseness

The body is table-driven and lean — quantitative delivery-rate bands ('>80% | Excellent'), fixed weights (35/25/25/15), and terse step instructions — but the 'Design Philosophy' section and two framing quotes (Duan Yongping, Buffett at the top) add minor non-load-bearing tokens. Fits 'efficient with minor instances that could be trimmed' rather than the every-token-earns-its-place anchor.

4 / 5

Actionability

Largely concrete: named tools per step (`web_search`, `get_sec_filings`, `financial_rigor` `command=verify_valuation`), a specific output path (`reports/{company}-management-{YYYYMMDD}.md`), structured fill-in tables, rating bands, and an explicit verdict mapping. Minor gaps keep it at 4: Step 6 items like 'Industry reputation: peer and insider views on this management' and the bare `run_swarm` mention lack concrete procedure.

4 / 5

Workflow Clarity

A clear 9-step numbered sequence with a defined output structure and a final quality gate ('Then `report_audit` (`extract` → verify → `verdict`)'). Validation exists but is end-of-process only — no mid-workflow checkpoints or missing-data recovery loops — so it matches 'clear sequence with most checkpoints; minor validation gaps' rather than the explicit-feedback-loops anchor. The destructive/batch cap does not apply since this is read-only research plus a report write.

4 / 5

Progressive Disclosure

Single-file, well-organized structure with clear section headers and a logical Steps 1–9 flow, no nested references, and no orphaned reference links (no bundle files exist to point to). It exceeds the under-50-lines simple-skill exception, and some scoring rubric detail (delivery bands, capital-allocation tables) could be split into a reference file, so it fits 'good structure; most content appropriately placed; minor organization gaps'.

4 / 5

Total

16

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: concrete, structured, with an explicit 'Use when' trigger clause and a distinctive framing. Its only weakness is slightly narrow keyword coverage (no 'leadership' or 'executive team' synonyms).

DimensionReasoningScore

Specificity

Lists multiple concrete actions covering the full domain: 'evaluate integrity (promise-vs-delivery tracking, crisis behavior, stakeholder treatment), ability (strategic foresight, execution, capital-allocation record) and governance (equity structure, compensation, related-party deals)' plus a specified output ('weighted score across integrity / ability / capital-allocation / governance'). Coverage is comprehensive, so it fits the 5 anchor rather than 4.

5 / 5

Completeness

Explicitly answers both: 'what' (evaluates integrity/ability/governance and outputs a weighted score plus Duan Yongping's 3-question verdict) and 'when' ('Use when standard research leaves management quality uncertain, or when management IS the investment thesis'), matching the anchor requiring concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural user-facing terms are present ('management assessment', 'integrity', 'capital-allocation', 'governance', 'named executive', 'management quality'), but common synonyms like 'leadership', 'executive team', or 'CEO evaluation' are missing, matching the 'good coverage, a few natural terms missing' anchor.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche — management quality as an investment thesis with named frameworks (promise-vs-delivery, Duan Yongping's 3 questions) — making it unlikely to trigger for general company research or valuation skills.

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
HKUDS/Vibe-Trading
Reviewed

Table of Contents

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