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capture

Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. Also trigger when the user pastes or dictates a long, unstructured block of mixed ideas — even without the exact phrase — the intent is the same. Fast-to-action by design: no upfront intake. Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question. Asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project.

69

Quality

87%

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 is a well-structured, highly actionable instruction-only skill: exact question templates, fallback messages, executable script invocations, and output formats cover the common cases, and every referenced bundle file exists one level deep with clear signals. Its main weakness is redundancy — trigger phrases, the one-question rule, and a whole anti-patterns section restate rules already covered elsewhere, which inflates token cost without adding guidance.

Suggestions

Cut or fold the 'Anti-Patterns To Reject' section: nearly every bullet restates a rule already stated in place (fabrication ban in Section 3, capture-everything in Operating Principles, compressed output in its own section) — keep only items not stated elsewhere.

State the max-one-clarifying-question rule once in the 'Grill-Me' section and drop its repetitions from the Error Handling table and anti-pattern list.

Trim the Invocation Triggers explicit-phrase list (it duplicates the frontmatter description) to just the implicit-signal detection guidance, and add invocation examples for dump_classifier.py and complexity_estimator.py in the Tooling table to match workspace_inventory.py's.

DimensionReasoningScore

Conciseness

Mostly operational with no explanation of concepts Claude already knows, but it could be meaningfully tightened: the Invocation Triggers list re-states trigger phrases already in the frontmatter description; the max-one-question rule appears in four places (Operating Principles context, the Grill-Me section, the Error Handling table, and the Anti-Patterns list); and the "Anti-Patterns To Reject" section is almost entirely restatement of rules already stated (e.g. "Fabricating workspace connections…", "Dropping items deemed 'trivial'…", "Forcing 4-section structure when input is small"). This fits anchor 3 (mostly efficient but could be tightened); not 2 because every section is functional rather than padded concept-explanation; not 4 because the redundancy spans whole sections, beyond minor trims.

3 / 5

Actionability

Fully executable guidance covering the common cases, appropriate for an instruction-only skill: the exact clarifier question ("Quick clarification — one item in your dump could go either way…") is copy-paste ready, as are the fallback messages ("No connections found — workspace inventory clean"), the script invocation "python workspace_inventory.py --root . --keywords \"k1,k2\"", full output-format templates per section, a compressed-output template, and a ✅/❌ table of concrete Section-4 offers with output paths. Matches anchor 5: specific examples cover the common cases.

5 / 5

Workflow Clarity

Clear sequence with explicit checkpoints: detect trigger ("the dump itself IS the request") → optional single clarifier with a hard stop condition ("Max 1 clarifying question per dump") → full or compressed output with an explicit decision rule ("The trigger is the complexity_estimator.py recommendation OR your judgment") → approval gate ("Wait for the user's explicit pick"), plus an Error Handling table for failure modes. This is a non-destructive text-organization skill, so no validate/retry loop is required, and no batch/destructive cap applies. Fits anchor 4 (clear sequence, most checkpoints present) rather than 5 because the end-to-end pipeline order is implied by section layout rather than stated as one explicit ordered flow.

4 / 5

Progressive Disclosure

Scored against the actual bundle: all six referenced files exist and are substantive (references/voice_preservation.md, references/complexity_matching.md, references/workspace_detection.md; scripts/workspace_inventory.py, dump_classifier.py, complexity_estimator.py). References are one level deep and well-signaled, each stating the question it answers ("context-specific detection tactics", "corporate-speak anti-patterns with concrete examples", "compressed vs full output, worked examples"), with the core workflow kept inline and detail correctly split out. Matches anchor 5: clear overview, well-signaled one-level-deep references, easy navigation.

5 / 5

Total

17

/

20

Passed

Description

91%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: it answers what and when explicitly, with an unusually rich set of natural trigger phrases including synonyms and an implicit-paste signal, all in third-person voice. The only deductions are minor — some abstract framing ("zero information loss", "fast-to-action by design") that adds length without specificity, and a couple of trigger phrases generic enough to risk overlap with adjacent organization skills.

DimensionReasoningScore

Specificity

Quotes several concrete actions: "Captures and organizes chaotic brain dumps into a structured, actionable system", "Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question", "Asks at most one mid-organization clarifying question". Fits anchor 4 (several specific actions, minor gaps) rather than 5 because phrases like "zero information loss" and "Fast-to-action by design: no upfront intake" are abstract framing that pads rather than specifies; not 3 because multiple concrete actions and the exact output structure are named. Third-person voice used throughout, so no voice penalty applies.

4 / 5

Completeness

Explicitly answers both questions: what ("Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss") and when ("Use this skill whenever the user says 'capture this', 'brain dump', …") with concrete trigger phrases plus an implicit-paste trigger. Matches anchor 5 exactly — clear what AND when with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases including synonyms: "capture this", "brain dump", "let me dump some ideas", "I've got a bunch of thoughts", "here's everything on my mind", "idea dump", "let me get this out of my head", "I need to organize my thoughts", "here's what I'm thinking", plus a variation catch-all ("any variation where someone is unloading a messy stream of ideas") and an implicit-signal trigger for pasted unstructured blocks. This matches anchor 5's comprehensive coverage including synonyms; no common phrasing for this intent is missing.

5 / 5

Distinctiveness Conflict Risk

The brain-dump framing ("brain dump", "idea dump", "let me get this out of my head") carves a clear niche, but "I need to organize my thoughts" and "capture this" are generic enough to overlap with general note-taking, summarization, or capture-type skills. Fits anchor 4 (mostly distinct, minor overlap risk with closely related skills); not 5 because a couple of triggers are shared vocabulary with adjacent skills.

4 / 5

Total

18

/

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

alirezarezvani/claude-skills

Path

productivity/capture/skills/capture/SKILL.md

Reviewed

Table of Contents

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