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autoresearch

Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find everything about, research and file, go research, build a wiki on.

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

88%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 lean, well-structured operational skill with strong validation checkpoints and feedback loops for its destructive vault operations. The main gap is that executable commands rely on placeholders the user must substitute.

Suggestions

Provide one concrete end-to-end example with realistic sample values filled in, alongside the templated commands, to improve copy-paste readiness.

Consider splitting the transaction/provenance mechanics into a dedicated reference file to further reduce body length, since program.md already absorbs the program detail.

DimensionReasoningScore

Conciseness

The body is dense operational guidance (provenance rules, untrusted-evidence handling, transaction mechanics) with no padding explaining what research or vaults are; every section earns its place.

5 / 5

Actionability

Concrete subcommands with flags are given (transaction inspect/apply, checkpoint), but paths, OPERATION_ID, and APPROVAL_SHA256 remain placeholders requiring substitution, so it is not fully copy-paste ready.

4 / 5

Workflow Clarity

A clearly sequenced loop with explicit validation (inspect before apply, SHA-256 preconditions, approval gate), enumerated stop conditions, and feedback loops (conflict -> re-read and rebuild; interruption -> transaction recover).

5 / 5

Progressive Disclosure

The body is a well-sectioned overview that offloads the detailed program to the real references/program.md (one level deep, clearly signaled), with wiki references explicitly resolved to the product root; structure is good with only minor organization gaps.

4 / 5

Total

18

/

20

Passed

Description

96%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 actions, explicit trigger list, and clear what/when coverage. The only weakness is modest overlap between some generic research triggers and other research-oriented skills.

Suggestions

Tighten the generic triggers ("investigate", "deep dive into") toward vault- or dossier-specific phrasing to reduce overlap with general research skills.

Consider mentioning the Obsidian vault integration more prominently in the lead clause to sharpen distinctiveness.

DimensionReasoningScore

Specificity

"Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge" names the domain and three concrete actions spanning the skill's full scope, matching the comprehensive-coverage anchor.

5 / 5

Completeness

It explicitly answers "what" (run the loop, draft a cited dossier, optionally propose a merge) and "when" ("Use when the user wants autonomous or deep research...") with concrete trigger phrases.

5 / 5

Trigger Term Quality

"Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find everything about, research and file, go research, build a wiki on" provides comprehensive natural phrases plus synonyms and the slash command.

5 / 5

Distinctiveness Conflict Risk

The vault-integrated autoresearch niche is distinct, but several triggers ("investigate", "deep dive into", "find everything about") overlap generic research skills, leaving minor conflict risk.

4 / 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

relative_links

Relative link issues: 2 suspicious

Warning

Total

15

/

16

Passed

Repository
AgriciDaniel/claude-obsidian
Reviewed

Table of Contents

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