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Capture friction as methodology notes. Three modes — explicit description, contextual (review recent corrections), session mining (scan transcripts for patterns). Triggers on "/remember", "/remember [description]".

66

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

A thorough, highly actionable skill with clear sequenced workflows and verification checkpoints, but it is verbose and monolithic — duplication and inline philosophy/templates bloat a ~535-line file that would benefit from progressive disclosure.

Suggestions

Split the reusable note/MOC templates and category reference tables into a bundled reference file (e.g., references/TEMPLATES.md) and link to it from the body, reducing the ~535-line monolith and enabling one-level-deep progressive disclosure.

Remove duplication to tighten the body: the category table is repeated (Explicit Mode Step 1 and Methodology Note Design) and Rule Zero is stated twice — consolidate each to one canonical location.

Trim the conceptual/essay sections ('The Methodology Learning Loop', 'Rule Zero: Methodology as Canonical Specification') to the minimum needed for action; they explain system philosophy rather than instruct.

DimensionReasoningScore

Conciseness

Mostly actionable but ~535 lines with repetition (the category table appears twice; Rule Zero is stated twice) and essay-like philosophy sections ('The Methodology Learning Loop') that could be tightened without losing clarity.

2 / 3

Actionability

Provides executable commands ('ls -1 ops/methodology/*.md 2>/dev/null', 'grep -rl "^category: [CATEGORY]" ops/methodology/ ...') and copy-paste note/output templates throughout, with only a single empty placeholder code block (Session Mining Step 6).

3 / 3

Workflow Clarity

Each mode has a clearly numbered step sequence (Explicit 1-6, Contextual 1-5, Mining 1-7) with verification checkpoints (dedup in Step 2/Step 4, 'Wait for user confirmation') and error-recovery edge cases.

3 / 3

Progressive Disclosure

Well-organized into sections but monolithic — all templates, category tables, and philosophy are inline in one ~535-line file with no split into bundled reference files, fitting the 'content that should be separate is inline' anchor.

2 / 3

Total

10

/

12

Passed

Description

85%

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, specific description that states concrete capabilities across three modes and includes an explicit trigger clause. Its only gap is trigger-term coverage, which omits the --mine-sessions/--mine activation forms documented in the body.

Suggestions

Add the session-mining trigger forms to the description's trigger clause — e.g., 'Triggers on "/remember", "/remember [description]", "/remember --mine-sessions"' — so all three documented modes have explicit activation cues.

Add one or two natural-language trigger phrases beyond the slash command (e.g., 'when capturing a correction' or 'to remember a workflow fix') to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete modes — 'explicit description, contextual (review recent corrections), session mining (scan transcripts for patterns)' — matching the multi-specific-action anchor rather than the single-action anchor 2.

3 / 3

Completeness

States both what ('Capture friction as methodology notes') and when via an explicit trigger clause ('Triggers on "/remember"...'), satisfying the explicit-trigger requirement that prevents a cap at 2.

3 / 3

Trigger Term Quality

Includes the primary natural trigger ('Triggers on "/remember", "/remember [description]"') but omits the documented --mine-sessions/--mine variants, so common activation variations are missing.

2 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (friction capture as methodology notes) with a distinct '/remember' slash-command trigger unlikely to collide with other skills.

3 / 3

Total

11

/

12

Passed

Validation

81%

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

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (535 lines); consider splitting into references/ and linking

Warning

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
agenticnotetaking/arscontexta
Reviewed

Table of Contents

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