{"id":49878101,"url":"https://github.com/interwebologist/short-hand-skill","last_synced_at":"2026-05-15T13:10:43.367Z","repository":{"id":356229724,"uuid":"1231606610","full_name":"interwebologist/short-hand-skill","owner":"interwebologist","description":"AI short hand skill to maximize speed and context window on local AI system for real engineers","archived":false,"fork":false,"pushed_at":"2026-05-07T06:18:02.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-07T07:39:28.933Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/interwebologist.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-07T05:48:59.000Z","updated_at":"2026-05-07T06:18:06.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/interwebologist/short-hand-skill","commit_stats":null,"previous_names":["interwebologist/short-hand-skill"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/interwebologist/short-hand-skill","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interwebologist%2Fshort-hand-skill","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interwebologist%2Fshort-hand-skill/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interwebologist%2Fshort-hand-skill/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interwebologist%2Fshort-hand-skill/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/interwebologist","download_url":"https://codeload.github.com/interwebologist/short-hand-skill/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interwebologist%2Fshort-hand-skill/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33067623,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T11:35:32.926Z","status":"ssl_error","status_checked_at":"2026-05-15T11:35:31.362Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-05-15T13:10:42.655Z","updated_at":"2026-05-15T13:10:43.360Z","avatar_url":"https://github.com/interwebologist.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Short-hand Skill\n\nA skill for AI coding assistants that enables compressed, token-efficient communication while maintaining technical accuracy. Created custom to maximize speed and stay within 65k \"golden\" context of local coding LLM models\n\n## Overview\n\nThe short-hand skill helps AI coding assistants communicate more efficiently by using compressed syntax, root words, and symbol-dense formatting. This reduces token usage while preserving technical precision.\n\n## Core Principles\n\n- **TL;DR output by default** - Get straight to the point\n- **Predictable pattern**: `[thing] [action] [why]. [next].`\n- **Drop filler words**: Articles, conjunctions, pleasantries when safe\n- **Prefer symbols**: Use → for causality, @ for at/target, etc.\n- **One line per idea** - No periods or commas unless logically required\n- **Preserve meaning** - Only compress when it doesn't risk losing meaning\n\n## Symbolic Substitutions\n\n| Symbol | Meaning |\n|--------|---------|\n| `\u0026` | and |\n| `+` | also, plus, increase |\n| `→` | leads to, results in |\n| `@` | at, target |\n| `Δ` | change |\n| `w/` | with |\n| `w/o` | without |\n| `=` | is, equals |\n| `!=` | not equal |\n| `\u003e` | more than, better than |\n| `\u003c` | less than |\n| `~` | approximately |\n| `?` | query, if |\n| `!` | not, invalid, negative |\n| `*` | multiply, emphasize |\n\n## Compression Patterns\n\n- Use fragments over full sentences\n- Remove duplicates\n- Merge related ideas\n- Prefer lists and bullets\n- Use codes, tags, labels\n- One word or one line when sufficient\n\n## Examples\n\n| Normal Speech | Short-hand |\n|---------------|------------|\n| not valid | `!valid` |\n| database is now working let's begin the next step | `db works -\u003e nxt step` |\n| approximately 5pm | `~5pm` |\n| with code and test | `w/code \u0026 test` |\n\n## When to Use\n\nActivate when you want:\n- Faster, more concise responses\n- To Maximize the \"smartest\" 65k context of my local LLM setup\n- Reduced token usage\n- Technical discussions where brevity is valued\n\n## The skill automatically disables for:\n- Security warnings\n- Irreversible action confirmations\n- Multi-step sequences where order matters\n- When compression creates ambiguity\n- When user asks for clarification\n- Code, commits, PRs (use normal formatting)\n\n## Activation\n\n- **On**: Skill is active by default when loaded\n- **Off**: Say \"stop short hand\" or \"talk normal\" to revert\n- **Auto-resume**: Skill resumes after clarity-critical sections\n\n## Boundaries\n\n- Code/commits/PRs: Always write in normal format\n- Persists until changed or session ends\n- Use \"stop short hand\" or \"talk normal\" to disable manually\n\n## Best Practices\n\n1. Ask for clarification if output is too compressed, the AI will expand when needed for clarity\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finterwebologist%2Fshort-hand-skill","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finterwebologist%2Fshort-hand-skill","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finterwebologist%2Fshort-hand-skill/lists"}