Business
before-you-build
Product-risk review before implementation. Challenges demand, positioning, monetization, retention, trust, distribution, and feature-adoption risk before an agent starts building. …
Engineering
pydantic-ai-skills
Pydantic AI with agentskills.io. Type-safe schema validation for skill inputs/outputs.
Engineering
proof-of-work
Enforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review
DevOps
git-workspace-review
Verifies workspace state and staged changes as a read-only preflight. Use before commits or PRs to confirm staged set is clean and correct
Productivity
shared-patterns
Provide reusable patterns for validation, error handling, scaffolding. Use for skill consistency
DevOps
pr-prep
Prepares pull requests by running quality gates, drafting descriptions, and validating tests
Testing
test-updates
Updates, generates, and validates tests using git-workspace context and TDD/BDD methodology
Engineering
spring-boot
Use when creating, modifying, or working on Spring Boot projects. Triggers: creating a new Spring Boot application, adding REST endpoints, writing Spring services or repositories, …
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
Productivity
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
Testing
skills-lint
Validate Agent Skills against Anthropic open standard specifications, checking YAML frontmatter, file naming, description quality, version consistency, and content constraints. Use…
Testing
pulser
Diagnose and test Claude Code skills against Anthropic's 7 principles. Scans SKILL.md files, checks 8 rules (gotchas, description, allowed-tools, file-size, structure, frontmatter,…
Data
profile-imaging
Profiles a medical-imaging dataset before modeling: acquisition grid, voxel spacing, orientation, intensity range, present label values, target volume fraction, and size in millili…
Productivity
cerebro-doctor
Meta-audit of the skill system. Walks `{brain_root}/skills/` + `{brain_root}/AGENTS.md` and reports three classes of drift: (a) skills with no resolver row (unreachable), (b) AGENT…
Automation
loop-up
Multi-agent loop that auto-corrects multi-stage work: an orchestrator plans and validates upgrades, an implementer executes changes, a read-only observer logs actions, and an inspe…
General
Quetzalcoatl
Validates meaning and value first, applies pressure-testing, runs agent teams, compares 3–5 alternatives, cross-checks across models, and turns the full workflow into a repeatable …
AI / ML
model-validation
Audits clinical-validation study design for medical-imaging models (segmentation, classification, detection) before reporting or manuscript. Enforces patient-level split integrity,…
AI / ML
uncertainty-imaging
Audits uncertainty quantification, OOD detection, and selective prediction layers in medical-imaging models, validating MC-dropout, ensembles, conformal intervals, and abstention r…
Engineering
claude-codex-collaboration
Enable automated collaboration between Claude Code and Codex CLI using Byterover as shared memory. This skill should be used when architectural review or code validation from Codex…
Productivity
skills-check
Validates and reviews skills against the Agent Skills specification. Checks YAML syntax, naming conventions, description quality, file structure, and best practices. Provides impro…
Research
spectralbio-canonical-replay-and-portability-audit
Execute the frozen TP53 canonical replay, verify machine-checkable outputs, and inspect replay-ready portability surfaces across TP53, BRCA2, TSC2, and CREBBP, with BRCA1 and MSH2 …
Automation
commands-manager
Branch skill for building and improving commands. Use when creating new slash commands, adapting marketplace commands, validating command structure, working with $ARGUMENTS, or imp…
Data
spreadsheet-data-cleaning
Profiles, cleans, standardizes, transforms, fills, and deduplicates spreadsheet or delimited data into an authorized output with traceable rules, before/after stats, audit log, and…
Engineering
codex
Review code changes, implementation plans, or specific files using OpenAI Codex CLI. Triggers on "review", "check", "validate", "codex". Perfect for maker-checker workflows where y…
DevOps
manifeste
Manages WAMA manifest layers (apps, libraries, models, functions, pipelines, projects, datasets) — extract, compose via requires, validate, and ingest. Activates for any request to…
Documentation
okhp3-mermaid-governance
Manages Mermaid governance profiles for visual and behavioral standards across diagram projects. Validates diagrams against declared profiles, audits for cross-project coherence, a…
Data
product-search
Performs ingredient-level verification of supplement and product recommendations by cross-checking against user constraints in MEMORY.md and medical-history.md, fetching actual pro…
Testing
catalog-audit
Validate product data integration between Adobe Commerce and an AEM Edge Delivery Services storefront. Checks Catalog Service API connectivity, product data rendering accuracy, pri…
Engineering
generate-ppmplugin-manifest
Validates and stages a `manifest.json` for `.ppmplugin` bundles, reconciling entrypoints to target platforms after running compatibility checks (name regex, prefixes, method shapes…
Business
geju
Delivers high-altitude strategic direction: a sharp thesis on target model, kill-list for delete/merge/split/reframe, Conservative-vs-Clean-vs-Staged options table, verification pa…
Testing
check-subagent
Audits custom subagent definitions against deterministic checks for location, frontmatter, naming, tools, prompt size, and structure, plus judgment dimensions covering scope, routi…
Research
reference-validation
Validate references in an academic PDF. Phase 1 extracts text + parses refs. Phase 2 verifies EVERY ref individually via WebSearch (existence + topic relevance), confirms cited arX…
Data
dq-validator
Data quality validation across any database: completeness, syntactic/semantic correctness, internal/external consistency, and uniqueness checks on operational tables, lookup tables…
DevOps
id-validate
Performs static validation of infrastructure changes before testing or merging: resolves the active stack profile, executes read-only `tofu validate` and `tofu fmt`, and evaluates …
General
yes-ja
Triggers on file, config, database, or deployment changes; repeated debug failures; unsupported guesses; deferring to users; unverified completions; root-cause conclusions; unused …
General
yes-zh
Triggers on file, config, database, or deployment changes; repeated debug failures; unsupported guesses; deferring to users; unverified completions; root-cause conclusions; unused …
Business
sales-miskmap
Sales idea validator that scores a concept 0-100 across market urgency, defensibility, monetization, and distribution, then returns a BUILD / PIVOT / DON'T BUILD verdict, competito…
DevOps
tss-batch-prefetch
Maintains the batched TSS-prefetch list of peripheral updaters. Use when onboarding new device models, debugging TSS POST rejections, or extending prefetch coverage to additional c…
Research
food-deep-research
Produces fully written, source-validated literature reviews on any topic: scopes questions, discovers and screens sources by journal ranking, validates evidence, synthesizes findin…
Content
h3-reality-physics-guard
Pre-generative physics and reality gate for 5–15s clips. Classifies subject reality mode, runs an eight-category fact check against a fixed priority ladder, and outputs a Reality S…
Research
numerical-check
Numerically stress-test a self-authored mathematical claim over its parameter space to seek counterexamples or characterize violations. Use when checking monotonicity, thresholds, …
Documentation
skill-description-audit
Cross-validates an Agent Skill's SKILL.md frontmatter and description against its implementation body, checking compliance, claim accuracy, non-emptiness, trigger words, rename res…
Engineering
deep-assessment
Performs comprehensive whole-project audits on demand, orchestrating layered validation instruments plus specialized checks for gate efficacy, citation sampling, adoptability, and …
Testing
yamlet-criteria-challenger
Adversarial reviewer invoked inside the yamlet-author flow to surface gaps in a proposed requirement and its EARS acceptance-criteria before commit. Flags multi-capability bundling…
Documentation
awl-frontmatter
YAML frontmatter standard for agents and commands: required fields (name, description), recommended (tools, model), optional metadata (version, category, color), with four-tier mod…
Testing
grounding-conformance
Audits frozen acceptance-contract.yaml files against the current system-state snapshot, classifying each as GROUNDED, UNGROUNDED, or STALE using structural and consistency validato…
AI / ML
tool-schema-design
Design and validate model-facing tool schemas with precise names, action-oriented descriptions, bounded JSON parameters, explicit side effects, safe defaults, idempotency, and test…
Engineering
check-xaml-layout
Detects and fixes visual layout defects in CvWpfclient XAML - clipped text, insufficient margins, bottom/right cut-off, missing ScrollViewer, hardcoded sizes, and design inconsiste…
Data
analytical-self-review
Final analytical gate: runs after sensitivity and multiverse checks, before any summary or finding. Scans for Simpson's paradox, base-rate fallacy, leakage, p-hacking, ecological f…
Data
ontology
Typed knowledge graph for structuring agent memory and composable skills. Supports creating and querying entities such as Person, Project, Task, Event, or Document, linking related…
Engineering
review-contrib
Audits contributor commits or PRs from forks before merge: validates conflicts, runs tests/lint/build, performs code review, fact-checks external rules against primary sources, gen…
Research
target-validation-ladder
Ranks drug-target genetic validation on a causality ladder from rare-variant/Mendelian evidence through coding GWAS, Mendelian randomization, and non-coding signals; outputs a 0-13…
Productivity
story-analyze
Audits alignment between story.md, design.md, and implementation artifacts (testcases.md or tasks.md) before coding. Requires at least one of testcases.md or tasks.md; rejects if b…
Business
create-business
Guides teams from raw idea through validation, positioning, pricing, and beachhead selection by sequencing ten complementary frameworks—jobs-to-be-done, Mom Test, design sprints, l…
Security
coverage-assessment
Validates provider credentials through NPI lookup, checks Medicare coverage rules via CMS, and evaluates clinical evidence against payer requirements with MET/NOT_MET/INSUFFICIENT …
Business
mittelstand-ma-tabellenreview
Reviews tables, formulas, and data points in corporate/M&A documents using a three-perspective internal matrix covering legal, tax, and economic factors. Validates formulas, checks…
Productivity
notion-prd-intake
Scans a Notion PRD database, validates the first ready-status page through the review pipeline, then either creates tickets and advances status or posts clarifying questions and bl…
Business
guimkt-offer-diagnosis
Evaluates offer strength across eight dimensions before ICP, ads, or landing pages are created. Scores clarity, specificity, proof, uniqueness, perceived risk, objections, real ver…
Engineering
implement-tickets
Coordinates a batch of normalized tickets by building a dependency graph, grouping same-file work, dispatching groups to agents with fresh context, validating each against acceptan…
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