cyfung1031

58 mods across 1 repository, 2 stars between them.

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 70 tokens original MIT

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 73 tokens copy · 94% MIT

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 78 tokens copy · 100% MIT

cogniact-governor

28

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 73 tokens original MIT

cogniact-governor

29

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 73 tokens copy · 95% MIT

cogniact-governor

30

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 73 tokens copy · 89% MIT

cogniact-governor

31

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 73 tokens copy · 89% MIT

context-compressor

32

cyfung1031/skills

Skill Claude CodeCodex

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.

2 21d ago A 45 tokens original MIT

context-compressor

33

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 82 tokens original MIT

context-compressor

34

cyfung1031/skills

Skill Claude CodeCodex

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…

2 21d ago A 82 tokens original MIT

cyfung1031/skills

Skill Claude CodeCodex

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).

2 21d ago A 68 tokens original MIT

cyfung1031/skills

Skill Claude CodeCodex

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.

2 21d ago A 52 tokens copy · 95% MIT

cyfung1031/skills

Skill Claude CodeCodex

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).

2 21d ago A 68 tokens copy · 100% MIT

cyfung1031/skills

Skill Claude CodeCodex

Analyze a GitHub issue and its related source-code repository to identify the likely failure boundary, infer the root cause, map the problem to relevant files, and produce practical code-fix suggestions with patch templates, regression tests, commit text, and PR-ready messaging.

2 21d ago A 60 tokens original MIT

high-signal-mode

39

cyfung1031/skills

Skill Claude CodeCodex

Token-efficient response shaping that preserves correctness, safety, evidence, exact tokens, language, CTA, and audit handoff.

2 21d ago A 29 tokens original MIT

cyfung1031/skills

Skill Claude CodeCodex

Evidence-grounded reviewer that turns a proposed change into a compact, source-located findings list, amendment plan, validation path, and audit handoff without overwriting originals.

2 21d ago A 40 tokens original MIT

cyfung1031/skills

Skill Claude CodeCodex

Standalone, token-efficient visual skill spanning the full agent arc — perceive, ground/act, extract, diagnose, link-to-code, verify, and trust — for images, screenshots, source-backed graphics, visual systems, and visual corpora. A compact always-load kernel routes to on-demand modules for modes/lenses, evidence…

2 21d ago A 136 tokens original MIT

clarity_gate

42

cyfung1031/skills

Skill Claude CodeCodex

Choose the simplest representation that preserves what matters for the task, then expose the representation's assumptions and likely failure modes before relying on it. Use CHECKSUM, SEAM, GAP, and SCALE only when their structural preconditions actually apply. Prefer principles and targeted falsification over…

2 21d ago A 63 tokens original MIT

convergence_gate

43

cyfung1031/skills

Skill Claude CodeCodex

Decide whether another artifact mutation is required to satisfy the agreed outcome. Convert the target into observable completion conditions, require evidence before authorizing another change, prefer the smallest sufficient mutation, and stop when no authorized blocker remains. Keep a minimal control loop because…

2 21d ago A 69 tokens original MIT

pick-invariant

44

cyfung1031/skills

Skill Claude CodeCodex

Default first-line, domain-agnostic meta-reasoning control for choosing the right path. Use it to resolve an undecided choice, narrow an exploration, audit an invariant, investigate an owner-identified gap, or determine whether a validated owner can be used directly when no Pick exploration or audit is requested.…

2 21d ago A 111 tokens original MIT

ponytail

45

cyfung1031/skills

Skill Claude CodeCodex

Senior-developer execution mode for the shortest SAFE working solution: direct patch, command, or smallest runnable code. Use for implementation, bug fixes, scripts, config changes, and minimal-output signals like "ponytail", "lazy mode", "minimal", "shortest path", "just the fix", "don't overthink it", "no…

2 21d ago A 137 tokens original MIT

ponytail

46

cyfung1031/skills

Skill Claude CodeCodex

Minimal senior-developer execution skill for choosing the shortest safe working path without over-engineering.

2 21d ago A 22 tokens original MIT

ponytail

47

cyfung1031/skills

Skill Claude CodeCodex

Minimal senior-developer execution skill for choosing the shortest safe working path without over-engineering.

2 21d ago A 22 tokens original MIT

ponytail

48

cyfung1031/skills

Skill Claude CodeCodex

Minimal senior-developer execution skill: choose the shortest safe working path, execute it, and avoid process theater.

2 21d ago A 26 tokens original MIT