Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: AI & models
9,019 results · page 146 of 301
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to-goalSkillAI & models
Turn an approved spec, agent-ready ticket, tracker frontier, or partially implemented ticket into a verifiable execution goal without re-interviewing the user. Use after to-tickets or triage, before starting a fresh implementation session; use --all only for an explicitly requested cross-ticket goal
Ready to connect★ 161
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white-bearSkillAI & models
Use when the user asks to \"check white bear\", \"audit prohibitions\", \"find negative framing\", or invokes /white-bear. Read-only audit: unnecessary competing-target mentions in LLM-facing prose.
Ready to connect★ 161
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zero-shotSkillAI & models
Use when the user asks to \"check zero-shot\", \"audit few-shot anchoring\", \"find example anchoring\", or invokes /zero-shot. Read-only audit of LLM-facing prose: principle over anchoring examples.
Ready to connect★ 161
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claude-agent-sdkSkillAI & models
Use when working with Anthropic Claude Agent SDK. Provides architecture guidance, implementation patterns, best practices, and common pitfalls.
Ready to connect★ 160
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domain-modelSkillAI & models
Actively build and sharpen a project's domain model - challenge terms against the glossary, stress-test boundaries with scenarios, cross-reference against the code, and record the glossary (CONTEXT.md) and decisions (ADRs) the moment they crystallise. Use when you are changing the domain model itsel
Ready to connect★ 160
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herdrSkillAI & models
Control Herdr, a terminal multiplexer for coding agents. Use only when the user explicitly asks to you use or configure Herdr
Ready to connect★ 160
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prompt-enhancerSkillAI & models
Transform poor or overly simple prompts with expert-level framing. Use when the user explicitly asks to improve, refine, or rewrite a prompt, or wants help framing a request for another AI system. Do NOT use for authoring, reviewing, or migrating system prompts or skills targeting a specific Claude
Ready to connect★ 160
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self-reviewSkillAI & models
Use to critically self-review your changes, or when you want to delegate the review to a sub-agent.
Ready to connect★ 160
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skill-creator-primerSkillAI & models
You **MUST** load this skill before the skill-creator skill AND before making ANY change to, or conducting a review of ANY Agent Skill. Triggers include creating, editing, reviewing, or contributing to any part of an Agent Skill (description, frontmatter, body, references, scripts, trigger evals, co
Ready to connect★ 160
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tmux-cliSkillAI & models
CLI utility to help when running ongoing interactive CLI sessions or using tmux to communicate with other CLI Agents. Use when you are asked to ssh to remote machines, or need to use interactive CLI tools that require ongoing input.
Ready to connect★ 160
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abstraction-concrete-examplesSkillAI & models
Builds structured abstraction ladders that translate high-level principles into concrete, actionable examples across 3-5 levels. Bridges communication gaps, reveals hidden assumptions, and tests whether abstract ideas work in practice. Use when explaining concepts at different expertise levels, movi
Ready to connect★ 159
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academic-letter-architectSkillAI & models
Guides the creation of evidence-based academic recommendation letters, reference letters, and award nominations that combine concrete examples, meaningful comparisons, and genuine enthusiasm. Use when writing recommendation letters for students, postdocs, or colleagues, or when user mentions recomme
Ready to connect★ 159
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adverse-selection-priorSkillAI & models
Produces a Bayesian prior probability that an offered transaction is +EV for the recipient, given that the counterparty chose to propose it. Applies Akerlof market-for-lemons logic -- if they offered it, they believe it is +EV for them, so the prior that it is +EV for us is materially below 50%. Reu
Ready to connect★ 159
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advisory-editSkillAI & models
A strict advisory-only editing discipline for a writer who dictates ("speaks out") essays and wants help WITHOUT having their voice changed. The editor directs structure, flags grammar, and suggests strategic language — but never modifies the writer's text unless the writer explicitly says "apply" /
Ready to connect★ 159
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alignment-values-north-starSkillAI & models
Creates actionable alignment frameworks that give teams a shared North Star (direction), values (guardrails), and decision tenets (behavioral standards). Enables autonomous decision-making while maintaining organizational coherence. Use when starting new teams, scaling organizations, defining cultur
Ready to connect★ 159
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analogy-weight-checkSkillAI & models
For every analogy in a substacker draft, verifies it carries mechanical weight — the analogy does real work explaining the mechanism, not merely decorates it. Cross-references analogy-catalog.md for novelty (is this analogy reused from a prior post?) and domain fit (biology > organizational > sports
Ready to connect★ 159
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anomaly-fraud-scannerSkillAI & models
Scans transactions for fraud and anomaly signals — duplicate charges within 48 hours, transactions more than 3 standard deviations above a merchant's historical average, first-ever transaction with a new merchant above a high-dollar threshold, and unusual geography or time. Produces severity-tagged
Ready to connect★ 159
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answer-uncomfortable-questionSkillAI & models
Takes one strategic question about substacker ("should we launch paid?", "is this section dead?", "are we writing for the wrong audience?") and produces the mandatory evidence + reasoning + downside triad plus a recommendation. Used 3 times per Growth Strategist review. Trigger keywords — uncomforta
Ready to connect★ 159
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attribute-performanceSkillAI & models
For each substacker post that materially over- or under-performs the rolling baseline (|z| ≥ 1.0), produces a plain-English attribution paragraph with calibrated confidence (high / medium / low / unexplained). Considers subject-line effect, topic zeitgeist, external share, day-of-week, length effect
Ready to connect★ 159
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auction-winners-curse-haircutSkillAI & models
Applies a Bayesian haircut to a bid valuation for common-value auctions where winning is itself evidence the bidder over-estimated. Takes a raw valuation, a value-type classification (common_value / private_value / mixed), the number of informed bidders N, and a signal-dispersion estimate, and retur
Ready to connect★ 159
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audit-driftSkillAI & models
Checks every post currently assigned to a substacker section against that section's promise and flags posts that no longer fit. Distinguishes acceptable-stretch (minor) from borderline (surface for review) from genuine-drift (violates promise). Never reassigns automatically — only flags. Use on ever
Ready to connect★ 159
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bayesian-reasoning-calibrationSkillAI & models
Applies Bayesian reasoning to systematically update probability estimates with new evidence, helping make better forecasts and avoid overconfidence. Use when making predictions or judgments under uncertainty, forecasting outcomes, evaluating probabilities, testing hypotheses, calibrating confidence,
Ready to connect★ 159
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brainstorm-diverge-convergeSkillAI & models
Applies structured divergent-convergent thinking to generate many creative options, organize them into meaningful clusters, then systematically evaluate and narrow to the strongest choices. Balances creative exploration with disciplined decision-making. Use when exploring product ideas, solving open
Ready to connect★ 159
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business-narrative-builderSkillAI & models
Constructs a structured narrative linking a company's qualitative business story to quantitative valuation drivers (revenue growth, target margin, reinvestment efficiency, cost of capital, failure risk). Classifies the company within a 6-stage corporate life cycle and sizes the total addressable mar
Ready to connect★ 159
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category-allocation-best-responseSkillAI & models
Computes the best-response allocation of roster resources across categories in a Head-to-Head Categories matchup. Given our per-category capacity, the opponent's projected output, per-category win probabilities (from matchup-win-probability-sim), and a K-of-N winning threshold, classifies categories
Ready to connect★ 159
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category-trend-analyzerSkillAI & models
For each spending category, computes current-period spend, 6-month rolling average, year-over-year delta, and budget variance, then flags categories that are outliers (>1.5x rolling average or >130% of budget). Produces a ranked list of categories that grew, shrank, or stayed flat, plus the top tran
Ready to connect★ 159
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causal-inference-root-causeSkillAI & models
Systematically investigates causal relationships to identify true root causes rather than correlations or symptoms. Distinguishes genuine causation from spurious associations, tests competing explanations, and designs interventions addressing underlying drivers. Use when investigating why something
Ready to connect★ 159
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chain-estimation-decision-storytellingSkillAI & models
Chains estimation, decision analysis, and storytelling to transform uncertain choices into clear, stakeholder-ready recommendations. Quantifies uncertain variables, applies expected value analysis to identify the best option, then packages the analysis into a persuasive narrative. Use when evaluatin
Ready to connect★ 159
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chain-roleplay-debate-synthesisSkillAI & models
Facilitates structured roleplay, debate, and synthesis to resolve decisions with multiple legitimate perspectives and inherent tensions. Surfaces assumptions that single-viewpoint analysis would miss and integrates competing priorities into coherent recommendations. Use when stakeholders have compet
Ready to connect★ 159
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check-analogy-noveltySkillAI & models
Cross-references each proposed analogy in a 5-framing set against substacker shared-context/analogy-catalog.md to flag reuse. Classifies each analogy as new, reused-from-catalog (and which entry), or adjacent-to-catalog (close to an existing entry but not identical). Prevents the writer from recycli
Ready to connect★ 159
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
54,764 of the 55,196 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.