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deep-research

Use for substantial investigations needing current evidence, source comparison, or synthesis across several dimensions. Scale research to the question and requested depth.

Quality

74%

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/public/deep-research/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

73%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.

The body presents a well-sequenced four-phase research workflow with explicit validation checkpoints and concrete example queries, making it highly actionable for an instruction-only skill. Its main weakness is token efficiency: several sections restate obvious knowledge or duplicate each other and could be trimmed or consolidated.

DimensionReasoningScore

Conciseness

The core methodology (temporal precision table, ❌/✅ query patterns, diversity table) earns its place, but sections like "When to Use web_fetch" (obvious guidance), "Iterative Refinement" (research-is-iterative is knowledge Claude already has), and "Output" (restates the Quality Bar) are unnecessary or redundant. Mostly efficient with some explanation that could be tightened, matching the 3 anchor.

3 / 5

Actionability

Concrete, directly usable guidance throughout: example queries ("AI radiology FDA approved systems"), ❌/✅ query comparisons, a diversity table with example searches, and a synthesis checklist. Some directives like "Identify Dimensions" and "Map the Territory" remain abstract without worked detail, keeping it below the fully-executable 5 anchor.

4 / 5

Workflow Clarity

Four clearly sequenced phases with an explicit validation checkpoint (the Phase 4 checklist gated "Before proceeding to content generation"), a feedback loop ("Review what you've learned / Identify gaps / Formulate new queries / Repeat"), and error-recovery guidance ("Investigate material evidence gaps... disclose unresolved limits"). This matches the 5 anchor's explicit validation, feedback loops, and checklists.

5 / 5

Progressive Disclosure

A single well-organized file with clear section headers, tables, and no nested or buried references (no bundle files exist to reference). At roughly 190 lines, extended material like the worked examples and temporal table could arguably be split into reference files, so it fits "good structure, minor organization gaps" rather than the 5 anchor's appropriately-split content.

4 / 5

Total

16

/

20

Passed

Description

62%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.

The description has explicit trigger guidance ("Use for...") and a stated capability ("Scale research to the question and requested depth"), giving it solid completeness and a reasonably distinct niche. Its weaknesses are abstract rather than concrete action language and missing natural trigger variations like "deep dive" or "investigate X".

Suggestions

Replace abstract capability language with concrete actions, e.g. "Conducts multi-phase web research: broad exploration, targeted deep dives, cross-source validation, and synthesis."

Add natural trigger phrases users would actually say, such as "Use when the user asks to research, investigate, deep dive into, or fact-check a topic."

State the deliverable explicitly (e.g. "Produces a synthesis with verified facts, examples, and cited sources") to sharpen the 'what' portion.

DimensionReasoningScore

Specificity

Phrases like "source comparison" and "synthesis across several dimensions" name the domain and a couple of actions, but the actions are abstract (no concrete operations such as "conducts multi-phase web searches with source validation"). It lists domain plus 1-2 actions without comprehensive concrete coverage, matching the 3 anchor rather than the 4 anchor's "several specific actions".

3 / 5

Completeness

An explicit trigger clause is present ("Use for substantial investigations needing...") and the what is stated ("Scale research to the question and requested depth"), so both what and when exist. Not 5 because the when lacks concrete trigger phrases users would say (e.g. "research X", "investigate X"); not 3 because both elements are explicitly present.

4 / 5

Trigger Term Quality

"substantial investigations", "current evidence", and "research" are relevant natural keywords, but common variations users actually say ("deep dive", "investigate X", "look into", "fact-check") are missing. Coverage is moderate rather than good-with-few-missing, fitting the 3 anchor.

3 / 5

Distinctiveness Conflict Risk

Qualifiers like "substantial", "current evidence", "source comparison", and "synthesis across several dimensions" carve a niche clearly above simple lookup, distinguishing it from a quick-search skill. Minor overlap risk with a generic web-search skill remains, so it fits "mostly distinct" rather than the 5 anchor's minimal conflict risk.

4 / 5

Total

14

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

bytedance/deer-flow

Path

skills/public/deep-research/SKILL.md

Reviewed

Table of Contents

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