Skip to content
cccskills
FreePublished on GitHub

skill-builder

Create, repair, audit or consolidate agent skills (SKILL.md packages). Use when: writing or fixing a skill, its description or structure. Not for one-off lessons; use Memory.

The English summary is being prepared. Showing the original description.

See how to install

Files included (32)

  • SKILL.md7.9 KB
  • references/audit-checks.md8.9 KB
  • references/authoring-doctrine.md4.0 KB
  • references/build-mechanics.md3.4 KB
  • references/codex-parity.md1.8 KB
  • references/context-density-checks.md1.7 KB
  • references/converter/skill-bundle-schema.md3.2 KB
  • references/heal.feature776 B
  • references/skill-auditor.feature1.5 KB
  • references/skill-builder.feature1.4 KB
  • references/skill-conformance-profiles.yaml4.5 KB
  • references/skill-template.md2.5 KB
  • schemas/audit-report-legacy.json17.4 KB
  • schemas/audit-report.json5.4 KB
  • schemas/build-report.json765 B
  • scripts/audit-legacy.sh17.7 KB
  • scripts/audit.sh941 B
  • scripts/authoring_scan.py7.1 KB
  • scripts/build.sh942 B
  • scripts/conformance_profile.py18.0 KB
  • scripts/converter/convert.sh24.4 KB
  • scripts/converter/validate.sh3.5 KB
  • scripts/craft_score.py12.2 KB
  • scripts/heal.sh1.5 KB
  • scripts/init.sh518 B
  • scripts/run-ao.sh752 B
  • scripts/scan_descriptions.py21.2 KB
  • scripts/score_agentops_skill.py12.0 KB
  • scripts/test-authoring-mutations.sh3.3 KB
  • scripts/test-craft-mutations.sh3.2 KB
  • scripts/test-mutation-boundaries.sh2.5 KB
  • scripts/validate.sh1.9 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Skill Builder

Create, repair, audit or export one canonical skill package, or turn supported expertise into a small authoring proposal.

Decide whether to create anything

Apply these before any creation step, including when the request already names the new skill or file it wants:

  1. Find the existing owner. Search skills, references, checklists and instruction files for one that already handles the behavior. Extend that owner rather than adding a root.
  2. Count independent occurrences. A new skill, gate, library or workflow needs three independently evidenced real occurrences and a successful reapplication to a source case without missing context. Fewer occurrences support only a narrow note in an existing owner; one incident is an observation, not a skill. An authoritative source supports only a faithful statement of that source.
  3. Name the consumer of every new artifact. A proposed process artifact (a report, ledger, counter, dashboard or tracker) needs a concrete consumer, the decision it informs, the observed defect it answers and a retirement condition. If any is missing, leave it out; code written only to consume it is no consumer.
  4. No action is a valid result, and so is a short addition to an existing owner. Say what the evidence supports before drafting, build only what the caller then authorizes, and return a proposal inline unless a durable one was requested.
  5. A built package proves no benefit. Route behavioral benefit to Skill Eval and acceptance judgment to Validate.

Choose the requested operation

NeedEntry point
Create a source packagescripts/build.sh with from-scratch, from-template or absorb-external
Check package structurescripts/heal.sh --check [--strict] skills/<slug>
Repair owned projectionsscripts/heal.sh --fix skills/<slug>
Inspect audit evidence`scripts/audit.sh [--profile canonical
Export to another platformConversion
Make repeated expertise reusableDistill expertise

Run only the selected operation. Skills remain optional tools within the native caller's authorized outcome; this skill does not add execution phases, own work, operate Git, validate a software candidate, or decide delivery and retries. Inputs, report destinations, exit codes and recovery from partial creation are in build and check mechanics.

Create and maintain

Treat external skills as structural signals only. Clean-room output must not copy their names, prose, prompts, scripts or examples. from-template reuses metadata defaults; absorb-external <slug> --from <path> verifies an input and creates a blank source package. Neither imports another skill's content.

scripts/build.sh creates one incomplete source package containing only SKILL.md with metadata.authoring_state: scaffold; helpers, references and assets are conditional on the actual behavior. Replace the placeholders and state applicability, inputs, authority, result, completion and failure in the layout that makes them clear. Remove the scaffold state only after authoring the behavior; strict source checks reject it. Removing it is an author assertion, not proof of semantic completeness.

Edit skills/<slug>/ as the source owner. Check the completed source with scripts/heal.sh --check --strict skills/<slug>, then regenerate its owned projections through the repository's owning commands. Inspect the generated diff; hand-edit no projection.

Creation is staged, not atomic. If a later stage fails, keep the created source and any report, capture the exit and diagnostic, and report source creation separately from projection and check completion. Never call a partial result a completed package or delete it to rerun creation. Missing required scripts, references or runtime support block only their dependent operation; name that resource and continue work that does not depend on it.

Check mode is read-only; fix mode regenerates owned projections for explicit targets and invents no source behavior. The default audit reports static conformance, located effects, behavioral evidence and non-gating authoring suspicions separately, with no total, rating or aggregate verdict. Effects and behavior stay NOT_PROVEN because the audit runs no skill or trial. Exact checks, exit codes and the opt-in legacy schema live in audit checks, authoring doctrine and Codex parity.

Conversion

Use bash skills/skill-builder/scripts/converter/convert.sh <skill-dir> <target> [output-dir] for an explicit out-of-tree export. Targets are codex, cursor and test; --all selects all source packages, and --codex-layout inline selects the legacy inline Codex layout. Read SkillBundle when format details matter. Parse the source once, render the target, then validate resource parity and target format. Report layout and any omitted Cursor references.

The default export is .agents/projections/converter/<target>/<skill-name>/. The exporter clean-writes its output directory, so use only the explicit derived target: refuse a source package, its ancestor, or the repository root. Preserve the source unchanged and fix the source or adapter instead of editing output. A parse, write, format or required-resource failure leaves an incomplete export. Every runtime, Codex included, loads skills/ directly; this ad-hoc exporter never produces a shipped tree.

Distill expertise

When the caller wants a reusable rule, apply the decision rules above, then begin with cited occurrences or a named authoritative source. State the trigger, desired behavior, inputs, outputs, negative example and limits. Preserve short source excerpts or command results with resolvable citations. Use Research's pattern mode when the claim needs exemplars and a holdout before packaging. Show a negative or holdout case and how the proposed rule returns the right decision. Minimal recovery state needs a named evidence-loss or corruption risk.

Respect Memory's source and destination rules for mined material. Evidence cannot publish itself as policy. A proposal-only request ends with the proposal. Repair ordinary known defects within existing authority; tool failures remain explicit facts for the native caller, not an automatic helper chain.

For an actual package edit, use the source template for required fields and context density guidance when deciding which prose earns a place. Neither requires adding a new skill.

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Use AtomLane to compile and execute safe atomic parallel plans on macOS and native Windows Preview for worthwhile independent argv tasks, dependency DAGs, supported platform entrypoints, or Apple-silicon operators. Use at task start or an execution boundary when structured local work may contain two or more worthwhile units; skip plain answers, one quick command, and work whose effects cannot be safely bounded.

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

add

Free

Register a deferred decision in the debt registry. Trigger by judgment, not a marker scan, whenever a future reader would ask "why this way?": an unmade decision, stub, loosened type, bypassed check, swallowed error, a default picked "for now", or a TODO/FIXME/HACK/XXX marker. Trigger immediately whenever you defer work, or when the user invokes $add. Over-register freely; the developer drops with "drop A", "drop A,C", or "drop all".

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构,供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

中文调试修复技能。用于报错、测试失败、页面异常、功能不符合预期、需要定位根因并做最小修复时。触发语包括"进入调试模式""帮我修问题""报错了""测试失败""页面坏了""找根因"。

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

交互式 AI Agent 开发工作坊:通过 6 阶段深度协作对话,引导用户完成 Agent 需求分析、架构设计、 工具定义、Prompt 与编排设计、代码生成、验证迭代,产出可直接运行的 Agent 项目。 框架无关设计优先,支持 LangChain / EINO / AutoGen / AgentScope / CrewAI 等 ADK 框架。

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

中文漂移审计技能。用于项目或学习过程变乱、上下文漂移、任务分叉、多个方案冲突、命名不一致、Codex 可能顺手改多了时。触发语包括"漂移检查""感觉跑偏了""项目变乱了""检查是否失控""分叉太多""上下文漂移"。

The English summary is being prepared. Showing the original description.

hashgraph-online/awesome-codex-plugins1.4KUpdated Oct 19, 2026

See all skills by hashgraph-online

Report a problem with this skill