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LLM cost and token optimization
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Defuddle Uses the Defuddle CLI to pull clean, readable Markdown, JSON or metadata from web pages, stripping navigation, ads and clutter to save tokens. | kepano/ | 49k | 12 repos | ~208 | Automated safety check: Pass | MIT | 23 days ago |
| 2 | Finds every LLM workflow in a repository, proposes a labeling table and, once you agree, wires labels so Caveman Cloud groups spend per workflow. | JuliusBrussee/ | 110k | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Read-only review of Caveman Cloud data to explain where LLM spend goes: cost, score, workflows, traces, latency, errors, routing and verified savings. | JuliusBrussee/ | 110k | 1 repo | ~927 | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Turns a Caveman report-only optimization observation into one minimal code change and a paired baseline evaluation, after the operator picks which to pursue. | JuliusBrussee/ | 110k | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Mines local Copilot CLI session logs for dotnet/maui to rank costly or failing runs, tag recurring failure modes, propose repo edits and emit guard evals. | dotnet/ | 23k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 6 | Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash. | mksglu/ | 26k | — | ~4.1k | Automated safety check: Pass | Unknown | yesterday |
| 7 | This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve… | guanyang/ | 975 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 8 | CodexBar read. Provider usage, limits, credits, config health. JSON. No writes. | steipete/ | 22k | — | ~320 | Automated safety check: Pass | MIT | today |
| 9 | Hands simple, deterministic tasks such as typo fixes, tests and small refactors to cheaper models through the ccs CLI, choosing a profile from your config. | kaitranntt/ | 2.9k | — | ~1.8k | Automated safety check: Pass | MIT | 8 days ago |
| 10 | Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation. | mksglu/ | 26k | — | ~850 | Automated safety check: Pass | Unknown | yesterday |
| 11 | Configures OpenClaw to use free OpenRouter models, setting the best one as primary and adding ranked fallbacks so rate limits do not interrupt work. | Shaivpidadi/ | 238 | 3 repos | ~1.1k | Automated safety check: Pass | No licence | 5 mo ago |
| 12 | Maintains LobeHub's model-backed alint rule set: writing rules, removing false positives against real code, deciding warn versus error and tracking token cost. | lobehub/ | 83k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 13 | This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped… | guanyang/ | 975 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 14 | A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. | DenisSergeevitch/ | 2.4k | — | ~7.4k | Automated safety check: Pass | MIT | 4 days ago |
| 15 | Converts large PDF, DOCX, PPTX, XLSX and CSV files into markdown or CSV plus an index before the agent reads them, so tokens go to the compressed copy. | NateBJones-Projects/ | 4.7k | — | ~995 | Automated safety check: Pass | Unknown | yesterday |
| 16 | A professional AI bounty hunter persona named Atlas. An agent skill from 1sadjlk/bounty-hunter-skill. | 1sadjlk/ | 282 | 1 repo | ~761 | Automated safety check: Pass | MIT | 7 mo ago |
| 17 | Routes every LLM call in a repository through the Caveman Cloud gateway in record mode, so requests and costs are measured without changing behavior. | JuliusBrussee/ | 110k | 1 repo | ~2.6k | Automated safety check: Warn | Apache-2.0 | today |
| 18 | Quick-reference card for the three caveman skills and their commands. Trigger: /caveman-help or "caveman help". | JuliusBrussee/ | 110k | — | ~690 | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Configure and test prompt compression from the CLI. Manage RTK filters, Caveman rules, stacked compression modes, and preview compression output… | diegosouzapw/ | 74k | 1 repo | ~521 | Automated safety check: Pass | MIT | today |
| 20 | Refactor a too-long SKILL.md by progressive disclosure: measure token cost, classify every section KEEP/CUT/MOVE, shorten the body into references/ and scripts/, verify nothing was lost. | luongnv89/ | 953 | — | ~3.8k | Automated safety check: Notes | MIT | 2 days ago |
| 21 | A skill your agent uses when working in a repo with agentacct MCP configured, or when asked to track coding-agent work, smoke-test agentacct integrations, or report objective AI-agent task evidence. | mikehasa/ | 766 | — | ~1.6k | Automated safety check: Pass | MIT | 5 days ago |
| 22 | View cost breakdowns, token usage, and call logs from the CLI. Filter by provider, model, or date range. Export usage reports and inspect… | diegosouzapw/ | 74k | 1 repo | ~693 | Automated safety check: Pass | MIT | today |
| 23 | Audit local AI coding-agent sessions with agenttrace. An agent skill from luoyuctl/agenttrace. | luoyuctl/ | 140 | 1 repo | ~656 | Automated safety check: Pass | MIT | 2 days ago |
| 24 | A skill your agent uses when maintaining or optimizing OpenClaw workspace files — AGENTS.md, TOOLS.md, SOUL.md, USER.md, IDENTITY.md, HEARTBEAT.md, BOOT.md, MEMORY.md, and related checklists and… | win4r/ | 288 | — | ~2.4k | Automated safety check: Pass | No licence | 7 mo ago |
| 25 | Estimates what a codebase would cost a traditional human team to rebuild, with P10, P50 and P90 ranges cross-checked by COCOMO II, Function Points and LOCOMO. | jbarbier/ | 111 | — | ~5k | Automated safety check: Pass | No licence | 5 mo ago |
| 26 | 26.Caveman Mode Switches the agent to a terse reply style that gives the answer first, drops filler, and keeps every technical fact, command and number exact. | JuliusBrussee/ | 110k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | 27.Omni A skill your agent uses when installing, verifying or configuring OMNI, when command output carries an [OMNI: ...] marker, or when output looks shorter than expected. | fajarhide/ | 374 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 28 | Visualize and diagnose OpenClaw context window usage. An agent skill from jzOcb/context-doctor. | jzOcb/ | 119 | — | ~642 | Automated safety check: Pass | MIT | 6 mo ago |
| 29 | 29.Vibe Delegate a coding task to Mistral Vibe and supervise the result via git diff. | pcx-wave/ | 119 | 1 repo | ~7.2k | Automated safety check: Notes | MIT | 7 days ago |
| 30 | Cross-system agent token/cost audit (Claude Code, Codex, OpenClaw, Hermes, OpenCode): idle burns, model misrouting, config bloat, with dollar savings. | alexgreensh/ | 2.5k | — | ~1.7k | Automated safety check: Pass | Unknown | 3 days ago |
| 31 | Sends one prompt to Claude, GPT through the Codex CLI and Gemini, then tabulates response time, token use and cost, with an optional judged quality score. | garrytan/ | 136k | — | ~4k | Automated safety check: Notes | MIT | today |
| 32 | Give the human an off switch and a cost meter for the coding agents on this machine, using ClawMetry. | vivekchand/ | 425 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 33 | 33.Skillkit Toolkit for creating and validating skills and subagents. An agent skill from rfxlamia/skillkit. | rfxlamia/ | 102 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 34 | 34.Bug Audit Weekly multi-agent audit for serious bugs (data integrity, silent caps, staleness, timestamp math, trust boundaries). | VasiHemanth/ | 376 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 35 | 35.Authoring Add or edit an MCP server entry in mcptoon's config correctly — stdio/streamable-http/sse shapes, command rules, placeholders, and validation. | activeing123/ | 215 | 1 repo | ~559 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | 36.Hyper Jev Integrate and use Jev, TypeSafe AI's System One decision model, in production codebases. | disler/ | 207 | — | ~1.7k | Automated safety check: Pass | MIT | 11 days ago |
| 37 | Picks a small, graph-based slice of source with Trailmark and hands a focused code task to a smaller or local model without exposing the whole repository. | trailofbits/ | 7.4k | — | ~2.1k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 38 | 38.Antigravity Run the Antigravity CLI (Gemini) as a collaborating AI inside Claude Code, with intelligent model routing across the software development lifecycle. | yuting0624/ | 376 | — | ~9.1k | Automated safety check: Pass | MIT | 4 days ago |
| 39 | Checks and tunes token-saver output compression: reads stats, explains why a command was or was not compressed, and edits config files or environment variables. | ppgranger/ | 153 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 40 | Acts on a Caveman learn report: reviews ranked token sinks, applies cost-lowering edits one at a time with your consent, and reports what each fix returned. | JuliusBrussee/ | 110k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Turns the lead model into a foreman that plans, routes and verifies while cheaper Claude, Codex or Grok workers do the typing, using a per-machine routing card. | olsenbrands/ | 142 | — | ~5.2k | Automated safety check: Pass | MIT | 14 days ago |
| 42 | Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. | vivekchand/ | 425 | — | ~515 | Automated safety check: Pass | MIT | yesterday |
| 43 | Answers token usage and cost questions from the Claude Command Center throughput dashboard and shares its link, for the last 7 days or one session. | amirfish1/ | 178 | — | ~676 | Automated safety check: Pass | Unknown | yesterday |
| 44 | 44.Connect Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery. | activeing123/ | 215 | 1 repo | ~701 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 45 | 45.Headroom SmartCrusher + CCR context compression — crunch large JSON arrays, tool outputs, and search results to save tokens. | momori777/ | 377 | — | ~562 | Automated safety check: Pass | MIT | 8 days ago |
| 46 | Audit an agent's context layout against the four places: system prompt, tools, history, tail. | undefined-ui/ | 1k | — | ~802 | Automated safety check: Pass | MIT | yesterday |
| 47 | Guidelines for driving a workspace's embedded browser with the fewest tool calls, smallest state reads and no needless screenshots or waits. | holaboss-ai/ | 11k | — | ~736 | Automated safety check: Pass | Unknown | 1 mo ago |
| 48 | Guides building, debugging and tuning apps on the Claude API and Anthropic SDK, including prompt caching, and migrating code between Claude model versions. | warpdotdev/ | 65k | 3 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 | yesterday |