# cyfung1031 > Open-source publisher. Listings imported from github.com/cyfung1031 — credited to the original author with their license. - **Listings:** 34 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/cyfung1031 - **Website:** https://github.com/cyfung1031 ## Published listings - [Cogniact Governor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-cogniact-governor-v0-1-1) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-cogniact-governor-v0-1-1` Always-on governance skill for efficient and effective agent cognition and action. Use for reasoning, writing, research, coding, files, artifacts, current-information, safety-sensitive, or multi-step agentic tasks to scope the target, choose the cheapest sufficient thinking and behavior, verify evidence, respect boundaries, and report the best supported outcome. - [Ai Dev Loop Sanitize Commits](https://agentstack.voostack.com/l/skill-cyfung1031-skills-ai-dev-loop-sanitize-commits) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-ai-dev-loop-sanitize-commits` Sanitize unpushed local git commits from ai-dev-loop R/K loops. Use when a branch has local `R:` or `K:` commits and an agent needs to remove `.ai-dev-loop/*` artifacts, rewrite human-readable commit messages, preserve authors/dates, and prepare history before push or review. - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-7) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-7` Improves operational text so AI agents can act reliably while preserving intent, safeguards, human maintainability, and minimum sufficient wording. - [High Signal Mode](https://agentstack.voostack.com/l/skill-cyfung1031-skills-high-signal-mode) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-high-signal-mode` Token-efficient response shaping that preserves correctness, safety, evidence, exact tokens, language, CTA, and audit handoff. - [Best Version Builder](https://agentstack.voostack.com/l/skill-cyfung1031-skills-best-version-builder) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-best-version-builder` Compare, score, improve, retest, and stop candidate-version work with source-grounded identity, target maps, calibrated objectives, broad category buckets with explicit coverage lenses, validation-tier claim caps, evidence ledgers, recomputable score packets, observability markers, artifact checksums, correction audits, release-content hygiene, behavioral-invariance checks, and anti-compression s… - [Best Version Builder](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-3-3) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-3-3` Compare, score, improve, retest, and stop candidate-version work with source-grounded identity, target maps, calibrated objectives, broad category buckets with explicit coverage lenses, validation-tier claim caps, evidence ledgers, recomputable score packets, observability markers, artifact checksums, correction audits, release-content hygiene, and anti-compression safeguards. - [Core Coding Agent Behavior](https://agentstack.voostack.com/l/skill-cyfung1031-skills-core-coding-agent-behavior) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-core-coding-agent-behavior` Core coding-agent mechanics — task execution, code editing, verification, communication, context management, and persistent memory. Invoke once at the start of any coding/multi-step agentic session to load the full mechanics (the lean CLAUDE.md keeps only the always-on governor + cross-cutting guards). - [High Signal Mode](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-0` Compress answers with maximum signal while preserving safety, evidence, exact tokens, language, CTA, and audit trail. - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-3-1) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-3-1` Compress context while preserving task-critical state, exact artifacts, validation, language/tone constraints, and handoff continuity. Use for low-token, brief, compression, continuation, or long-thread state-loss risk. - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-2-2) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-2-2` Compress and conserve conversation context by using terse responses, compact progress updates, explicit context pruning, compact code/content summaries, and concise handoff summaries. Use when the user asks to reduce token usage, avoid excessive context consumption, compress context, summarize current state, keep replies brief, switch to low-token mode, preserve only task-critical facts, or prepa… - [Ai Dev Loop](https://agentstack.voostack.com/l/skill-cyfung1031-skills-ai-dev-loop-1-7-7) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-ai-dev-loop-1-7-7` Token-efficient auditable R/K repository loop with module-on-demand runtime details. - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-agent-readability-review) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-agent-readability-review` Revises operational text for agent execution with minimal wording while preserving intent, safeguards, protected tokens, validation evidence, handoff state, scripts, and localization. - [Ai Dev Loop](https://agentstack.voostack.com/l/skill-cyfung1031-skills-ai-dev-loop-1-4-3) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-ai-dev-loop-1-4-3` A Claude skill from cyfung1031/skills. - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-4) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-4` Improves operational text so AI agents can parse intent, act reliably, and validate completion with the fewest words needed for correct execution. - [Benchmark Dataset Builder](https://agentstack.voostack.com/l/skill-cyfung1031-skills-benchmark-dataset-builder) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-benchmark-dataset-builder` Build large, diverse, auditable benchmark datasets and measurement harnesses for evaluating prompts, skills, specs, agents, or candidate versions across scenarios, languages, contexts, and risk levels. - [V1 2 0](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-2-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-2-0` A Claude skill from cyfung1031/skills. - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-8) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-8` Improves operational text so AI agents can act reliably while preserving intent, safeguards, human maintainability, and minimum sufficient wording. - [Best Version Builder](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-3-2) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-3-2` Compare, score, synthesize, retest, and plateau-stop candidate versions with source-grounded identity, target maps, calibrated objectives, broad category buckets with explicit coverage lenses, validation-tier claim caps, evidence ledgers, recomputable score packets, observability markers, artifact checksums, correction audits, and anti-compression safeguards. - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-3-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-3-0` Compress context while preserving task-critical state, exact artifacts, verification, language/tone constraints, and handoff continuity. Use for low-token, brief, compression, continuation, or long-thread state-loss risk. - [Github Issue Fix Planner](https://agentstack.voostack.com/l/skill-cyfung1031-skills-github-issue-fix-planner) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-github-issue-fix-planner` A Claude skill from cyfung1031/skills. - [Cogniact Governor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-cogniact-governor-v0-1-2) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-cogniact-governor-v0-1-2` Always-on governance skill for efficient and effective agent cognition and action. Use for reasoning, writing, research, coding, files, artifacts, current-information, safety-sensitive, or multi-step agentic tasks to scope the target, choose the cheapest sufficient thinking and behavior, verify evidence, respect boundaries, and report the best supported outcome. - [Advisory Suggestions](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-4-1) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-4-1` Neutral options with safety boundaries, agency-preserving language, source/uncertainty handling, localization, validation, and audit hooks. - [Advisory Suggestions](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-4-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-4-0` purpose - neutral options - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-6) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-6` Improves operational text so AI agents can act reliably while preserving intent, safeguards, human maintainability, and minimum sufficient wording. - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-2-1) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-2-1` Compress and conserve conversation context by using terse responses, compact progress updates, explicit context pruning, compact code/content summaries, and concise handoff summaries. Use when the user asks to reduce token usage, avoid excessive context consumption, compress context, summarize current state, keep replies brief, switch to low-token mode, preserve only task-critical facts, or prepa… - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-context-compressor) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-context-compressor` Compress context while preserving task-critical state, exact artifacts, validation, language/tone constraints, and handoff continuity. Use for low-token, brief, compression, continuation, or long-thread state-loss risk. - [Advisory Suggestions](https://agentstack.voostack.com/l/skill-cyfung1031-skills-advisory-suggestions) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-advisory-suggestions` Concise neutral options with explicit applicability, safety redirects, agency-preserving wording, evidence/uncertainty handling, full-language localization, exact preservation, validation checklist, audit footer, and regression harness. - [Cogniact Governor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-cogniact-governor-v0-1-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-cogniact-governor-v0-1-0` Always-on governance skill for efficient and effective agent cognition and action. Use for reasoning, writing, research, coding, files, artifacts, current-information, safety-sensitive, or multi-step agentic tasks to scope the target, choose the cheapest sufficient thinking and behavior, verify evidence, respect boundaries, and report the best supported outcome. - [Agent Readability Review](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-1-5) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-1-5` Improves operational text so AI agents can parse intent, act reliably, preserve safeguards, and validate completion with the fewest words needed for correct execution. - [High Signal Mode](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-0-0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-0-0` Compress answers without losing safety, evidence, exact tokens, CTA, or audit. - [Core Coding Agent Behavior](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v0) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v0` Core always-on coding-agent behavior bundle — task execution, code editing, verification, communication, context management, and persistent memory. Load for every coding/agentic session; combined variant of the six individual ai-skills. - [Ai Dev Loop Sanitize Commits](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-0-1) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-0-1` Sanitize unpushed local git commits from ai-dev-loop R/K loops. Use when a branch has local `R:` or `K:` commits and an agent needs to remove `.ai-dev-loop/*` artifacts, rewrite human-readable commit messages, preserve authors/dates, and prepare history before push or review. - [Context Compressor](https://agentstack.voostack.com/l/skill-cyfung1031-skills-v1-2-3) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-v1-2-3` Compress and conserve conversation context by using terse responses, compact progress updates, explicit context pruning, compact code/content summaries, and concise handoff summaries. Use when the user asks to reduce token usage, avoid excessive context consumption, compress context, summarize current state, keep replies brief, switch to low-token mode, preserve only task-critical facts, or prepa… - [Ai Dev Loop](https://agentstack.voostack.com/l/skill-cyfung1031-skills-ai-dev-loop-1-7-6) — Skill · Free · security-reviewed — `agentstack add skill-cyfung1031-skills-ai-dev-loop-1-7-6` Token-efficient auditable R/K repository loop. --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.