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Verification before completion
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Runs a pass, revise or block acceptance review on lo2cin4bt work, checking a deliverable against the request, repo contracts, tests, docs and the public GitHub boundary. | lo2cin4/ | 289 | — | ~1.4k | Automated safety check: Pass | Unknown | 2 mo ago |
| 50 | Compile LaTeX paper to PDF, fix errors, and verify output. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 5 repos | ~2.5k | Automated safety check: Notes | No licence | 4 mo ago |
| 51 | An instruction-only discipline for Trae that forces evidence-based work when an agent keeps failing, gives up or declares a task finished without proof. | tanweai/ | 20k | — | ~878 | Automated safety check: Pass | MIT | 1 mo ago |
| 52 | A skill your agent uses when the user asks for a Databricks lakehouse architecture diagram — medallion architecture (Bronze/Silver/Gold), Delta Lake, Unity Catalog, workspace deployment… | sparklabx/ | 655 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 53 | Has the agent build, test and lint a change, re-read the request and check for regressions before it says a coding task is done, then report exactly what it ran. | duckbugio/ | 502 | — | ~432 | Automated safety check: Pass | MIT | 2 days ago |
| 54 | Finds what a code change could break outside its diff and proves the single fact that makes it safe by running real code instead of writing an explanation. | cursor/ | 11k | 9 repos | ~964 | Automated safety check: Pass | No licence | yesterday |
| 55 | Reconciles documentation with code at the end of a change or as a periodic audit, following a repo rule that code changes and doc changes land in one commit. | fancyboi999/ | 203 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 56 | Acts as a skeptical checker for changes an implementer sub-agent made, running the tests, confirming the diff scope and returning approve, reject or escalate to a human. | cobusgreyling/ | 11k | 1 repo | ~383 | Automated safety check: Pass | MIT | yesterday |
| 57 | Designs a step-by-step playbook for large or unfamiliar work, runs it as a loop of hypotheses and measurements, and logs decisions so a human can review them later. | cursor/ | 11k | 8 repos | ~1k | Automated safety check: Pass | No licence | yesterday |
| 58 | Audits a project's verification skill and its feature map against the source and the live app, then ships at most one pull request of proven corrections. | cursor/ | 11k | 8 repos | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 59 | 59.Paper Review Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. | CamusGIT/ | 151 | 2 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 60 | Takes over one selected project on request, reports progress in a fixed Chinese-language format, and runs bounded reviews, handoffs and verifications from explicit sources. | adand-91/ | 125 | — | ~6.3k | Automated safety check: Pass | MIT | 25 days ago |
| 61 | Create distinctive, production-grade frontend interfaces with high design quality and accessible markup. | spinspire/ | 511 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 62 | Chooses how much validation a TiDB change needs: scoped checks while iterating, required checks at delivery, and expensive runs only when explicitly needed. | pingcap/ | 41k | — | ~496 | Automated safety check: Pass | Apache-2.0 | today |
| 63 | A step-by-step workflow for changing the CodFlow repository: read the AGENTS.md contract, respect package boundaries, verify before claiming done and keep PRs small. | bighadj22/ | 354 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 64 | A workflow for Google Cloud changes: pick gcloud, bq or gsutil, check the command against official docs, preview with a dry run and ask for approval before executing. | rominirani/ | 592 | — | ~804 | Automated safety check: Pass | No licence | 3 mo ago |
| 65 | Plans and runs material repository changes with the AI SAFE2 method: classify delivery shape and risk, isolate the work, collect test evidence and finish with a completion receipt. | CyberStrategyInstitute/ | 147 | — | ~833 | Automated safety check: Pass | Unknown | yesterday |
| 66 | Collects prior Nucleus task evidence into a candidate-only delivery closure package and PR/MR draft text, blocking if any feature's design, review or verification evidence is missing. | protect-my-hair/ | 164 | — | ~1k | Automated safety check: Pass | MIT | 2 mo ago |
| 67 | The opencode binding of the AutoMCM-Pro math modeling pipeline for CUMCM and MCM/ICM contests, with tool mappings, install prompts and checkpointed runs. | RealSeaberry/ | 257 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 68 | A Japanese-language prompt that scolds the agent like a harsh manager to stop it giving up, and pushes it to investigate, verify and finish tasks end to end. | tanweai/ | 20k | — | ~3.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 69 | 69.Drawio GCP A skill your agent uses when the user asks for a GCP or Google Cloud architecture diagram — VPC/networking, GKE, Cloud Run, landing zone, multi-region, or any diagram built with GCP service icons. | sparklabx/ | 655 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 70 | Runs Warp's terminal UI for real, drives it with keystrokes and reads the rendered screen back to confirm that a change looks and behaves as intended. | warpdotdev/ | 65k | 1 repo | ~5.5k | Automated safety check: Notes | AGPL-3.0 | yesterday |
| 71 | Runs an autonomous loop that extracts requirements with proof obligations, builds a walking skeleton, then audits sprint by sprint against real behavior evidence. | prime-radiant-inc/ | 181 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 72 | Pre-PR code review gate. An agent skill from ByteDance-Seed/VeOmni. | ByteDance-Seed/ | 2.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 73 | Runs an iterative verification loop on Google Antigravity: make one edit, run a test command, and reschedule until the command passes or the iteration budget runs out. | jtaroreh/ | 112 | — | ~607 | Automated safety check: Pass | MIT | 9 days ago |
| 74 | 74.Cline Pilot Acts as a proxy for the Cline CLI, dispatching coding tasks one at a time, monitoring runs by hard evidence, relaying decisions to you and learning per-project preferences. | sickn33/ | 47k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 75 | Structured code review family for explicit heavy review requests and architecture-sensitive review/evaluation requests. | HorizonRobotics/ | 174 | — | ~724 | Automated safety check: Pass | Apache-2.0 | 16 days ago |
| 76 | Compact version of the PUA persona skill that pushes an agent to act like a high-ownership engineer, with level roles, extra-work markers and corporate-style commentary. | tanweai/ | 20k | — | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 77 | Single entry point that routes long or ambiguous agent tasks, checks live state, bounds autonomous loops and leaves a resumable handoff. | majiayu000/ | 287 | — | ~2.1k | Automated safety check: Pass | MIT | 2 days ago |
| 78 | Three rules for multi-step work with DeepSeek V4 thinking models: verify references, use a verifier subagent before big edits, and write plans with exact path and line. | codewhale-hq/ | 41k | — | ~443 | Automated safety check: Pass | MIT | today |
| 79 | 79.ULW Loop Runs a long task as a checkpointed goal loop: it creates goals, mirrors each step into a todo list, gathers evidence per criterion and lands every goal before the next. | code-yeongyu/ | 70k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 80 | Finds out why a passing test suite sits on top of a broken app by comparing what the running app does with what the tests claim, using Reticle. | reticlehq/ | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 81 | Plans and implements a feature through four phases, specify, design, tasks and execute, with testable requirements, atomic commits and a separate verifier checking the work. | tech-leads-club/ | 7k | — | ~4.3k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 82 | Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or… | wshobson/ | 40k | 9 repos | ~426 | Automated safety check: Pass | MIT | 6 days ago |
| 83 | Handle cascading data retrieval tool failures by falling back to embedded knowledge generation | HKUDS/ | 7.8k | — | ~765 | Automated safety check: Pass | MIT | 1 mo ago |
| 84 | Prove existing work meets acceptance conditions without expanding scope. Use for validation-only tasks, completion checks, focused gate runs, and… | JuliusBrussee/ | 111k | 1 repo | ~176 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 85 | Works through a plan file task by task, updating each task's status inside the file, then re-reads it at the end to confirm nothing was left undone. | tailcallhq/ | 7.6k | 1 repo | ~426 | Automated safety check: Pass | Apache-2.0 | today |
| 86 | Executes a phased implementation plan by acting as an orchestrator that hands each step to subagents, verifies the results and commits only after verification passes. | thedotmack/ | 99k | — | ~508 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 87 | Sets the rules for a worker agent spawned by a boss mission: stay in scope, verify before finishing, report blockers quickly and end with a clear status. | Th0rgal/ | 516 | — | ~531 | Automated safety check: Pass | No licence | yesterday |
| 88 | Teaches staged, verifiable coding habits for multi-file tasks and ships a hook that blocks tests from touching live data. | assafkip/ | 112 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 89 | Picks up bugs a person flagged by pointing at elements in the running app, each mark carrying the element, their note and the source file and line, then fixes and verifies them. | reticlehq/ | 1.2k | — | ~878 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 90 | Runs a light task loop where each goal criterion passes only when a real evidence artifact exists, with progress stored in a `.superloopy` folder. | beefiker/ | 111 | 1 repo | ~5.9k | Automated safety check: Pass | MIT | 4 days ago |
| 91 | Headless self-verification gate a Foreman worker runs before it claims an issue is done. | VisionForge-OU/ | 443 | — | ~901 | Automated safety check: Pass | Unknown | 3 mo ago |
| 92 | Runs OpenWork's agent-first test specs one at a time, locally or on Daytona, and records exact results, skips and runtime mismatches instead of reporting a loose pass. | different-ai/ | 24k | — | ~823 | Automated safety check: Pass | Unknown | today |
| 93 | 93.Code Quality Review or self-check a change to the Static Web Server (SWS) project before it is called done — correctness, invariants, API design, concurrency, maintainability, and an SWS-specific review checklist. | static-web-server/ | 2.4k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 94 | Carries out a plan, spec or clear build request end to end with local verification, then hands off to shipping or returns a structured result to a caller. | EveryInc/ | 25k | — | ~2k | Automated safety check: Pass | MIT | 3 days ago |
| 95 | Proves a RuView result is real by running a deterministic SHA-256 proof and a witness bundle, and by checking reports for untagged or unreproducible accuracy claims. | ruvnet/ | 97k | — | ~395 | Automated safety check: Pass | MIT | today |
| 96 | Structured work modes for agent sessions. An agent skill from 0xNyk/lacp. | 0xNyk/ | 305 | — | ~313 | Automated safety check: Pass | MIT | 18 days ago |