Agent skill

Ccf Skill Forger

by mikubaka88 in mikubaka88/CCFA-Skills

Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation.

MITAuto-check passedDevelopment

Install Ccf Skill Forger

skills CLI
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-skill-forger -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mikubaka88/CCFA-Skills ccf-skill-forger --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ccf-skill-forger .claude/skills/ccf-skill-forger && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ccf-skill-forger
GitHub stars
3k
Token cost
~2k tokens
SKILL.md length
909 words
Files
6 (incl. references)
Skills in repo
17
Repo updated
First seen
Licence
MIT

At a glance

Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation.

  • Works in 9 steps: Clarify the goal with concrete examples.… → Choose a skill name and destination. Use… → Decide the resource shape → …
  • GPT model adaptation
  • SKILL.md covers Family File Contract, Collaboration Contract, Invocation Controls and Core Rule, plus 3 more sections
  • Calls python

What it does

Ccf Skill Forger is an agent skill from mikubaka88/CCFA-Skills. Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation. Use for skill维护, GPT model adaptation, and family routing cleanup. Do not perform research writing or review.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/design-checklist.md` and `references/local-commands.md`).

It sits in Development, covering Diagrams. The repository describes itself as: A skill family for shaping the research storyline of CCF-A papers. The licence is MIT.

When your agent uses it

  • GPT model adaptation
  • Family routing cleanup

Example prompts

  • “/ccf-skill-forger”

Requirements

  • Python 3

Workflow steps

9 steps, taken from the first numbered list in SKILL.md.

  1. Clarify the goal with concrete examples. If the user's intent is clear, proceed with reasonable assumptions. Ask only for missing…
  2. Choose a skill name and destination. Use lowercase letters, digits, and hyphens only; keep names under 64 characters; check for conflicts…
  3. Decide the resource shape
  4. Initialize the skill when creating from scratch. Prefer the local skill-creator initializer if available
  5. Write SKILL.md before filling optional resources. Put all "when to use" trigger wording in the YAML description; the body is loaded only…
  6. Add resources that directly support the skill. Remove placeholder files and unused directories. Test any script by running it on a small…
  7. Validate changed behavior and structure using the existing family checks. Compare SKILL.md, agent prompts, registry, shared rules, and…
  8. Run ccf-common/scripts/check_path_privacy.py before finishing CCFA-family maintenance. Replace any committed local absolute path or…
  9. For CCFA documentation diagrams, work in the CCFA repository checkout and update its tools/build_ccfa_diagrams.py, regenerate all language…

What it can do on your machine

Read from SKILL.md and the folder at commit 5969e6b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ccf Skill Forger loads about 2k tokens when it runs, and up to ~5.3k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 909 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mikubaka88/CCFA-Skills at commit 5969e6b, republished under its MIT licence (© mikubaka88). 909 words, ~1,984 tokens.

Download SKILL.mdSave it as .claude/skills/ccf-skill-forger/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
ccf-skill-forger
description
Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation. Use for skill维护, GPT model adaptation, and family routing cleanup. Do not perform research writing or review.

CCF Skill Forger

Family File Contract

Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.

Collaboration Contract

Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.

Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.

Invocation Controls

CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode and ../ccf-common/references/handoff-modes.md when maintaining the CCFA skill family.

When maintaining the CCFA skill family, preserve metadata.ccf_skill_controls in each SKILL.md. Do not add sibling-skill transitions without checking ../ccf-common/references/routing.md, ../ccf-common/references/task-modes.md, ../ccf-common/references/handoff-modes.md, and the denylist-respecting fallback.

If the user disables a skill or asks for writing-only behavior, encode that boundary directly in the edited skill instructions. Do not weaken idea-scope protection in writing skills unless the user explicitly requests that policy change.

When adding sources, update ../ccf-common/references/source-registry.yaml instead of duplicating URL lists in sibling skills. When adding browsing or evidence rules, keep them aligned with ../ccf-common/references/privacy-and-evidence.md.

Never commit machine-specific absolute paths, usernames, expanded home directories, or private local directory names into skills, README files, source registries, diagrams, examples, scripts, or command snippets. Use $CODEX_HOME, $HOME, repo-relative paths, or placeholders that do not identify the user or machine.

Core Rule

Build skills as compact operational guidance for another Codex session. Keep SKILL.md focused on trigger-relevant workflow, decisions, and resource navigation. Put detailed examples, checklists, schemas, policy text, or long instructions in references/ and load them only when needed. This skill also owns CCFA documentation SVG diagrams; do not create a separate runtime drawing skill for repository architecture or workflow diagrams.

Workflow

  1. Clarify the goal with concrete examples. If the user's intent is clear, proceed with reasonable assumptions. Ask only for missing information that changes the skill's scope, location, or required assets.
  2. Choose a skill name and destination. Use lowercase letters, digits, and hyphens only; keep names under 64 characters; check for conflicts in the target skills directory. Default to $CODEX_HOME/skills; if unset, use ~/.codex/skills.
  3. Decide the resource shape:
    • Use only SKILL.md for short, stable procedural guidance.
    • Add references/ for detailed documentation that Codex should read selectively.
    • Add scripts/ only for repeatable deterministic operations or fragile command sequences.
    • Add assets/ only for templates, images, boilerplate, or other files used in final outputs.
  4. Initialize the skill when creating from scratch. Prefer the local skill-creator initializer if available:
powershell
python '<skill-creator-dir>/scripts/init_skill.py' <skill-name> --path '<skills-dir>' --resources references,scripts
  1. Write SKILL.md before filling optional resources. Put all "when to use" trigger wording in the YAML description; the body is loaded only after trigger selection. Apply the functional-naming rule in shared task modes to method introductions and report titles while preserving source records and narrative content. Use imperative instructions and avoid user-facing tutorial prose.
  2. Add resources that directly support the skill. Remove placeholder files and unused directories. Test any script by running it on a small representative example.
  3. Validate changed behavior and structure using the existing family checks. Compare SKILL.md, agent prompts, registry, shared rules, and docs for conflicts. Check real YAML metadata, syntax of existing scripts, resource dependencies, and representative task boundaries; distinguish static checks from actual model evaluation. Preserve public paths and command compatibility. Do not add new files, dependencies, or evaluations when the user limits work to existing surfaces.
  4. Run ccf-common/scripts/check_path_privacy.py before finishing CCFA-family maintenance. Replace any committed local absolute path or username with $CODEX_HOME, $HOME, a repo-relative path, or a non-identifying placeholder.
  5. For CCFA documentation diagrams, work in the CCFA repository checkout and update its tools/build_ccfa_diagrams.py, regenerate all language variants, and screenshot-check rendered SVG output. Use references/svg-style-guide.md; do not hand-edit generated SVGs unless the same change is backported to the generator.
Show full SKILL.md (187 more words)Show less

For model adaptation, use current official guidance and store its provenance in the existing source registry. Remove conflicting or redundant instructions before adding new ones. Keep model settings and API-only capabilities in the host; do not hard-code a model in every skill or claim gains without representative comparisons.

Reference Files

Load these files only when the task calls for them:

  • references/design-checklist.md: Use when planning a new skill, reviewing structure, or deciding whether content belongs in SKILL.md, references/, scripts/, or assets/.
  • references/patterns.md: Use when drafting a concrete SKILL.md shape, frontmatter description, or example-driven workflow.
  • references/local-commands.md: Use when scaffolding or validating skills on this machine, especially in PowerShell or Windows paths.
  • references/svg-style-guide.md: Use when maintaining CCFA architecture, workflow, routing, installation, artifact, catalog, or demo SVG diagrams.

Output Style

Use an already approved scheme without another confirmation. For an explicit plan-only request, stop after the reviewable proposal; for authorized maintenance, implement it in the requested existing files. After creation, report the skill name, location, key files, and validation result. If validation cannot run because a local dependency is missing, say exactly what failed and perform the manual checks from references/design-checklist.md.

© mikubaka88, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (references) in ccf-skill-forger of mikubaka88/CCFA-Skills.

  • SKILL.md
  • agents/openai.yaml
  • references/design-checklist.md
  • references/local-commands.md
  • references/patterns.md
  • references/svg-style-guide.md

Open the folder on GitHubat commit 5969e6b

Compare with similar skills

Ccf Skill Forger next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ccf Skill Forger compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ccf Skill Forger this skillmikubaka88/CCFA-Skills3k—~2kAutomated safety check: PassMIT
Archify Diagramstt-a1i/archify82k—~2.9kAutomated safety check: PassMIT
JSON Canvasheyitsnoah/claudesidian2.6k18 repos~3.5kAutomated safety check: PassMIT
Diagram Designcathrynlavery/diagram-design49k1 repos~7.6kAutomated safety check: PassMIT
Fireworks Tech Graphtisfeng/Easydict15k1 repos~1.4kAutomated safety check: PassMIT
Excalidraw Diagramcoleam00/excalidraw-diagram-skill5k2 repos~6.1kAutomated safety check: PassNone

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Categories

Questions about Ccf Skill Forger

What does Ccf Skill Forger do?

Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation. Ccf Skill Forger is an agent skill from mikubaka88/CCFA-Skills. Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation.

When should I use Ccf Skill Forger?

Ccf Skill Forger fits situations like: GPT model adaptation; family routing cleanup.

How do I install Ccf Skill Forger in Claude Code?

Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-skill-forger -a claude-code`. Or copy the skill folder (ccf-skill-forger in mikubaka88/CCFA-Skills) into .claude/skills/ccf-skill-forger in your project. Claude Code loads it when a task matches its description.

How do I install Ccf Skill Forger in Codex?

Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-skill-forger -a codex`. Or copy the skill folder (ccf-skill-forger in mikubaka88/CCFA-Skills) into .agents/skills/ccf-skill-forger in your project. Codex loads it when a task matches its description.

Can I use Ccf Skill Forger in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mikubaka88/CCFA-Skills --skill ccf-skill-forger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ccf-skill-forger, .gemini/skills/ccf-skill-forger, .github/skills/ccf-skill-forger and .opencode/skills/ccf-skill-forger in your project.

What does Ccf Skill Forger need to run?

Going by SKILL.md and its folder, Ccf Skill Forger needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Ccf Skill Forger access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ccf Skill Forger safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ccf Skill Forger use?

Ccf Skill Forger is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ccf Skill Forger use?

About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.3k tokens, read only when the agent opens those files.

What are the alternatives to Ccf Skill Forger?

Skills that share tags, products or a category with Ccf Skill Forger: Archify Diagrams (tt-a1i/archify, 82k stars), JSON Canvas (heyitsnoah/claudesidian, 2.6k stars), Diagram Design (cathrynlavery/diagram-design, 49k stars) and Fireworks Tech Graph (tisfeng/Easydict, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ccf Skill Forger?

mikubaka88 (a GitHub user) maintains it in mikubaka88/CCFA-Skills, which has 3,015 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on September 16, 2026.

Source: mikubaka88/CCFA-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.