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content-hunter

Use when creating social media content ideas, hunting for viral references, adapting content formulas from other niches/countries, or planning content calendars. Generates hook variations, writes caption drafts, curates cross-niche reference swipe files, scores references with STEPPS framework, produces complete content briefs, and builds weekly posting schedules — all grounded in brand and offer data. Integrates with Brand Studio (positioning, narrative, voice) and Offer Studio (promise, audience psychology). Triggers: 'contenido', 'content', 'ideas de contenido', 'reel', 'carrusel', 'post', 'viral', 'qué publico', 'dame ideas', 'inspiración', 'referencia', 'steal like an artist', 'calendario de contenido', 'qué posteo', 'ideas para Instagram', 'ideas para TikTok', 'content hunting'.

72

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

The canonical home for this skill is content-hunter in alpacapurpura/luana-method

SKILL.md
Quality
Evals
Security

Quality

Content

81%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 model of actionable workflow design — hard gates with numeric pass criteria, corrective loops, tool assignments, and a complete worked example. Its weaknesses are efficiency-related: enumerations that duplicate the reference files inline, an orphaned saturation-signals.md reference, and behavioral constraints restated in two places.

Suggestions

Replace the inline enumerations (7 hook types, 8 content arcs in Phase 2 Layer 3; 6 saturation signals in Layer 2) with one-line pointers to the corresponding sections of references/virality-frameworks.md and references/saturation-signals.md, keeping only the names in SKILL.md — this cuts ~40 duplicated lines.

Wire the orphaned references/saturation-signals.md into the workflow: cite it in Phase 2 Layer 2 and Phase 4 validation (its own header claims it is 'Used in Phase 2 (layer 2) and Phase 4'), and reconcile the body's inline 6 signals with the file's 6 indicators so the two lists cannot drift apart.

De-duplicate the behavioral constraints: the role block, the Common Mistakes table, and the phase gates all restate Phone Camera Rule, 'BRIEFS not final content', and 'minimum 2 SCAMPER ops' — state each once at its point of enforcement and trim the rest.

DimensionReasoningScore

Conciseness

No generic-concept padding (it never explains what a reel or what SCAMPER is), but ~40 lines duplicate reference-file content inline: the 7 hook types and 8 content arcs restate sections of 'references/virality-frameworks.md', the 6 saturation signals restate 'references/saturation-signals.md', and the 6 Steal-Like-an-Artist rules and 5 validation checks restate 'references/adaptation-engine.md'. Role-block behavioral constraints (Phone Camera Rule, 'BRIEFS not final content', '2+ SCAMPER ops') are then repeated verbatim in the Common Mistakes table. Mostly efficient, but clearly could be tightened by pointing to the references instead of restating them.

3 / 5

Actionability

Guidance is fully concrete and executable for an instruction-only skill: every phase names its tools (Glob/Grep/Read, WebSearch/WebFetch), exact domain file paths to read, numeric gates ('>= 10/18', 'minimum 5 references from at least 2 different niches AND 2 different countries', 'minimum 2 SCAMPER ops'), a table format to present findings, and a complete end-to-end worked example with the exact hook text ('Llevé un registro de TODO lo que comí por 30 días…'), CTA, posting time, and hashtags. Specific examples cover the common case, matching the copy-paste-ready anchor.

5 / 5

Workflow Clarity

The five-phase pipeline is clearly sequenced with mode detection up front, a declared 'HARD GATE' in Phase 1, explicit GATE criteria between all subsequent phases, and corrective feedback loops ('If any check fails, apply corrective SCAMPER operation or discard', 'If not met, search more'). Phase 5 terminates in a 10-point final checklist (reference section 4), and the Common Mistakes table maps each error to its fix. This matches the anchor: explicit validation steps, error-recovery loops, and checklists.

5 / 5

Progressive Disclosure

Four of five bundle files are cited at the right moments with verified section pointers ('references/research-sources.md sections 4.1 and 4.4', 'references/content-brief-template.md section 4', the adaptation-engine's five checks), all one level deep and all confirmed to exist with the cited sections. However, 'references/saturation-signals.md' is orphaned — SKILL.md never references it and instead inlines its own competing 6-signal list — so navigation to that file is impossible from the skill, and the inlined hook/arc enumerations duplicate virality-frameworks.md rather than deferring to it. Good structure with minor organization gaps, not the fully clean split of the top anchor.

4 / 5

Total

17

/

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: comprehensive third-person action inventory, explicit 'Use when' guidance, and unusually rich bilingual trigger coverage. The only weakness is a handful of over-broad single-word triggers that create minor overlap risk with other content-related skills in the same suite.

DimensionReasoningScore

Specificity

The description lists six concrete, distinct actions — 'Generates hook variations, writes caption drafts, curates cross-niche reference swipe files, scores references with STEPPS framework, produces complete content briefs, and builds weekly posting schedules' — in third person, matching the comprehensive multi-action anchor. No vague fluff or buzzwords; every clause names an operation and its artifact.

5 / 5

Completeness

Both questions are answered explicitly: the 'what' via the enumerated action list ('generates… writes… curates… scores… produces… builds…') and the 'when' via an explicit 'Use when creating social media content ideas, hunting for viral references, adapting content formulas…' clause plus a dedicated 'Triggers:' list. This mirrors the top anchor's what+when-with-concrete-triggers pattern.

5 / 5

Trigger Term Quality

Seventeen natural trigger terms in both Spanish and English — 'dame ideas', 'qué publico', 'ideas de contenido', 'referencia', 'reel', 'carrusel', 'content hunting', 'ideas para Instagram/TikTok' — covering synonyms, platforms, and the colloquial phrases a bilingual user would actually say. This matches the comprehensive coverage anchor including synonyms.

5 / 5

Distinctiveness Conflict Risk

The niche is clear (cross-niche viral reference hunting grounded in Brand/Offer Studio data, STEPPS, 'steal like an artist'), but several triggers are bare generic words — 'content', 'post', 'viral', 'reel', 'inspiración' — that would also fire for sibling content skills (e.g., a copywriting or posting-schedule skill). This is 'mostly distinct; minor overlap risk with closely related skills' rather than minimal conflict risk.

4 / 5

Total

19

/

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

alpacapurpura/ap_sales_agent

Path

.claude/skills/content-hunter/SKILL.md

Reviewed

Table of Contents

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