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Talocode Skills

Reusable instructions for AI coding agents that help them build open-source, local-first tools the Talocode way.

Demo

Watch the demo video in the GitHub release assets: Talocode Skills Demo

Talocode Skills API

Talocode Skills are also available as a hosted API at https://api.talocode.site/v1/skills/*. Generate installable AI skill packs from GitHub profiles, repos, docs, and text — no npx skills required.

curl -X POST "$TALOCODE_BASE_URL/v1/skills/generate/github-repo" \
  -H "Authorization: Bearer $TALOCODE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"repoUrl": "https://github.com/talocode/codra", "target": "cursor"}'

See the Skills API docs for full usage, pricing, and SDK/MCP integration.

What are Talocode Skills?

Skills are markdown files that give AI coding agents (Codex, Claude Code, Cursor, Hermes) specialized knowledge about how Talocode builds products. They encode repeatable patterns so agents can follow proven workflows.

Skills

Skill Purpose
talocode-release Full release discipline for npm packages
talocode-local-first-cli Building local-first open-source CLIs
talocode-video Create videos with Remotion, HyperFrames-style HTML, ffmpeg, and ClipLoop
talocode-open-source-positioning Messaging and positioning for open-source tools
talocode-github-sponsors Adding GitHub Sponsors support to repos
talocode-production-deploy Production deployment and build verification
talocode-partnership-branding Premium partnership/collaboration image style
talocode-design-taste-router Route agents to the right design skill
talocode-superagent-harness Patterns for long-horizon agent systems
talocode-product-design Design high-quality product interfaces
talocode-systematic-debugging Root-cause debugging workflow
talocode-codebase-search Search codebases before editing
talocode-context-engineering Manage long-running tasks
talocode-theme-system Create coherent theme systems
talocode-visual-artifact Turn text into visual artifacts
talocode-generative-visuals Create procedural visuals
talocode-skill-creator Standardize skill creation with leading words, failure modes, and progressive disclosure
talocode-agent-workflows Disciplined agent workflows
talocode-web-context Safe web/document context extraction workflow
talocode-youtube-intelligence Analyze YouTube patterns and create original high-retention video plans
talocode-domain-ingest Domain onboarding: YouTube channel → wiki claims (extract, fact-check, recency) + research fleet
leanlane Stop agents from over-building — decision ladder, score, review
talocode-visual-context Use screenshot-aware page context when layout, charts, tables, or UI structure matter
talocode-bug-diagnosis 6-phase debug discipline: build a tight feedback loop before hypothesising
talocode-writing Three-phase writing methodology: explore fragments, exploit through shaping or beats
talocode-workspace-teach Multi-session teaching workspace with lessons, reference docs, and learning records
talocode-architecture-design Deep-module vocabulary and process for codebase improvements
talocode-wayfinder Plan large multi-session efforts as a shared ticket map with fog-of-war tracking
talocode-code-review Two-axis parallel sub-agent review: Standards and Spec
talocode-domain-modeling Build, sharpen, and maintain domain glossary and architectural decisions
talocode-worklane WorkLane as an approval-first agent automation control plane
talocode-stacklane Stacklane as a local-first backend, storage, and usage layer
talocode-launchpix LaunchPix launch graphics and social assets from screenshots
talocode-market-radar Competitor surveillance: verified baseline, delta grading, Act/Investigate/Watch/Ignore decisions with evidence
talocode-content-agent Brief-to-improvement content loop with evidence review and performance receipts
talocode-tutorial-video Step-by-step tutorial videos: outcome, prerequisites, numbered steps, recap

Install

npx skills add talocode/skills/talocode-release
npx skills add talocode/skills/talocode-local-first-cli
npx skills add talocode/skills/talocode-video
npx skills add talocode/skills/talocode-open-source-positioning
npx skills add talocode/skills/talocode-github-sponsors
npx skills add talocode/skills/talocode-production-deploy
npx skills add talocode/skills/talocode-partnership-branding
npx skills add talocode/skills/talocode-design-taste-router
npx skills add talocode/skills/talocode-superagent-harness
npx skills add talocode/skills/talocode-product-design
npx skills add talocode/skills/talocode-systematic-debugging
npx skills add talocode/skills/talocode-codebase-search
npx skills add talocode/skills/talocode-context-engineering
npx skills add talocode/skills/talocode-theme-system
npx skills add talocode/skills/talocode-visual-artifact
npx skills add talocode/skills/talocode-generative-visuals
npx skills add talocode/skills/talocode-skill-creator
npx skills add talocode/skills/talocode-agent-workflows
npx skills add talocode/skills/talocode-web-context
npx skills add talocode/skills/talocode-youtube-intelligence
npx skills add talocode/skills/talocode-domain-ingest
npx skills add talocode/skills/talocode-visual-context
npx skills add talocode/skills/talocode-bug-diagnosis
npx skills add talocode/skills/talocode-writing
npx skills add talocode/skills/talocode-workspace-teach
npx skills add talocode/skills/talocode-architecture-design
npx skills add talocode/skills/talocode-wayfinder
npx skills add talocode/skills/talocode-code-review
npx skills add talocode/skills/talocode-domain-modeling
npx skills add talocode/skills/talocode-worklane
npx skills add talocode/skills/talocode-stacklane
npx skills add talocode/skills/talocode-launchpix
npx skills add talocode/skills/talocode-market-radar
npx skills add talocode/skills/talocode-content-agent
npx skills add talocode/skills/talocode-tutorial-video

Or install all at once:

npx skills add talocode/skills

Install from Marketplace

All 51 skills ship as a single installable plugin (talocode-skills) in the talocode marketplace, distributed from this repository. No Claude account or Talocode account required.

Claude Code

/plugin marketplace add talocode/skills
/plugin install talocode-skills@talocode

Codex

codex plugin marketplace add talocode/skills
codex plugin add talocode-skills@talocode

OpenCode / Cursor / other SKILL.md agents

Copy the SKILL.md files you need from skills/<name>/ into your agent's skill directory (for example .agents/skills/ or .claude/skills/). Every skill ships a name and description in frontmatter, so it is auto-discovered without a registry step.

External Skills

We recommend these external skills:

See docs/EXTERNAL_SKILLS.md for more information.

Usage

After installing, the skill files are available to your AI coding agent. Use them when:

  • Releasing a new version of an npm package
  • Building a CLI tool
  • Creating demo videos for releases
  • Positioning an open-source product

Skills work best when used case-by-case, not always-on.

Audit Skill Instructions

Run the local no-op auditor to find vague skill instructions that should be rewritten into concrete, testable rules:

node scripts/audit-skill-noops.mjs
node scripts/test-skill-noop-auditor.mjs

See docs/SKILL_NOOP_AUDITOR.md for the instruction standard, allowlist comments, and rewrite guidance.

Talocode Agent Distribution Pack

Marketplace-ready skills that make Talocode tools usable from Codex, Claude Code, OpenCode, Cursor, and other SKILL.md-compatible agent workflows. Local-first by default, approval-first for all write/destructive/external actions, no cloud account required.

Skills included:

  • talocode-worklane — WorkLane as an approval-first agent automation control plane
  • talocode-stacklane — Stacklane as a local-first backend, storage, and usage layer
  • talocode-launchpix — LaunchPix launch graphics and social assets from screenshots

Marketplace metadata lives under marketplace/, examples under examples/, and full docs at docs/AGENT_DISTRIBUTION_PACK.md.

Validate the pack:

node scripts/test-agent-distribution-pack.mjs
node scripts/audit-skill-noops.mjs --fail-on-high

Both checks run in CI on every push and PR.

Philosophy

  • Open-source first: Build in public, share freely
  • Local-first: No hosted dependencies for core flows
  • Provider-agnostic: Don't lock into one AI provider
  • Practical over perfect: Ship working code, iterate later
  • No overclaiming: Be honest about what works and what's experimental

Contributing

To add a new skill:

  1. Create skills/your-skill/SKILL.md
  2. Follow the existing format
  3. Keep it practical and actionable
  4. Test it with an AI agent before submitting

External Agent Harnesses

We study external agent systems to improve Talocode's architecture:

Support Talocode

Talocode builds open-source workflow layers for builders: coding agents, learning tools, trading intelligence, video workflows, and local-first automation.

If Talocode Skills helps you, you can support the work here:

Sponsor Abdulmuiz44

Talocode Domains

Domain Purpose
talocode.site Main site / homepage
docs.talocode.site Documentation
api.talocode.site API endpoint
dashboard.talocode.site Cloud dashboard
stacklane.talocode.site Stacklane platform
dashboard.talocode.site Dashboard

Talocode ecosystem

Part of Talocode — open-source workflow layers for builders. Explore sibling projects:

Project What it is
ScreenLane Screen-aware voice command layer
Tera AI chat & assistant
Codra Local coding agent
GateLane MCP gateway & agent tool control plane
ContextLane Context ingestion for persistent agents
MemoryLane Persistent agent memory
SignalLane X growth intelligence
ReplyLane X reply opportunity intelligence
CrawlerLane Crawler / SEO intelligence
WebDataLane Web extraction to structured data
SearchLane Search layer for agents
InvoiceLane Invoicing tools
GeoLane Geo intelligence
UgcLane UGC workflows
OpenSourceLane Open-source distribution tools
StackLane Builder stack platform
Tradia Trading intelligence
Agent Browser Browser automation for agents
Talocode Org home & control plane
Skills Shared agent skills (this repo)
X Agent X automation agent
LaunchPix Launch tooling
ForgeCAD CAD workflows
WorkLane Work automation
ClipLoop Clip / video loops

MCP-compatible agents integrate via each product's MCP server where available (Model Context Protocol).

More: github.com/talocode · talocode.site · docs.talocode.site

License

MIT © Talocode

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Reusable AI-agent skill files for Codex, Claude Code, Cursor, and Hermes

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