DerivativeLabs

@derivativelabs source repo

7 skills
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6 hours ago last updated

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Content Angle · derivativelabs
Pre-writing angle selection for text content. Generates 3 competing angles, tests each against the platform coach persona from community-profile.md, and outputs a structured angle-brief.md that constrains the writing step. Runs before any draft is written.

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Brand Artifact · derivativelabs
Generate and maintain research-driven brand artifact library. Coach personas are always derived from real forum research — never invented. Living docs that evolve as research and performance data come in.

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Decision Review · derivativelabs
Audit decisions for judgment quality, compliance bias, and manipulation vulnerability. Inspired by Anthropic's Project Vend Phase 2 finding that helpfulness training creates exploitable attack surface.

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Transcript Query · derivativelabs bundle
Query AI coding session transcripts across Claude, Codex, Cursor, and Gemini. Use when: transcript, session history, previous work

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Pattern Extractor · derivativelabs
Automatically analyze transcripts to extract error patterns, success patterns, and decision patterns. Updates technical-patterns.md and suggests code-level improvements.. Use when: patterns, extract patterns, analyze transcripts

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Adversarial Reviewer · derivativelabs
Argue against proposed actions to test judgment quality. Not "is the code correct" but "should we be doing this at all?" Aligned with robustness, not performance.. Use when: review, adversarial, challenge

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Authenticity Reviewer · derivativelabs
Fast single-pass adversarial review for community content (Reddit comments, short-form posts, HN threads). Checks AI tells, tone match, value-add vs. existing thread, and account-level risk. Runs before posting, not after a full pipeline. Lighter and faster than text-review-loop.

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7 published skills