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Real output · checks recorded Real sample · Markdown
30-second walkthrough

A real two-step handoff

Both new note files were saved by the Agent and used as the exact formatter inputs. The converter and checkers are original Studio helpers included for reproduction.

A: 16 selected levels, four stages and free foundational main quests remain visible. The text still says unfinished Skills require acceptance.

B: 24 bookmarks remain bookmarks, not attendees. The supplied 2026-11-08 is written as 二零二六年十一月八日; venue remains unconfirmed. No publication or real event outcome is claimed.

The receipt records actual input/output hashes. HTML generation is not proof of WeChat paste or publication.

Sample shown exactly as generated without alteration Download full sample
Runtime Codex Executed by your Agent; model tokens billed by provider
Test environment:
Codex · Windows
Agent/model charges depend on your provider. Extra services and requirements are listed in the package.
xiaohongshu-note; wechat-article-polish; Python 3.10+

Used in which quest stages

Skills are gear on your AI journey. Connect with main quests for practice and mastery.

2-4 · Chaining Skills into Pipelines →

Continue with this result: Anatomy of an Agent Skill →

✓ Good fit
  • AI beginners following the main quest
  • Start from the matching lesson; no previous task completion is inferred from a page view.
⊗ Not for
  • Unattended work beyond the selected task or unreviewed account access
✦ What you get
  • Saved writing consumed by the formatter
  • A saved result and its provenance
  • Task-specific checks and a useful next step

Deliverables: complete SKILL.md rule specification + verified sample. Runs locally in your AI Agent.

How to start?

A Skill is a set of rules teaching AI how to get tasks done.

Get & Install ↑
1
Bring your material
Build a two-step pipeline using two skills, saving outputs from both stages.
2
Let your Agent follow the Skill
Combine multiple skills to build complete end-to-end workflows
3
Open and check the saved result
Step 2 takes the output of Step 1 as its direct input
Send to your AI Agent

Use skill-chain to help me complete this task. Ask for missing material, use actual tools, save the result, and check it against the learning criteria.

Before you start The evidence states its exact scope. Model output and permissions depend on your Agent. Automatic discovery is not established by extracted files. Agent/model charges depend on your provider. Extra services and requirements are listed in the package.

Get started here

The zip ships the rules, the reference library, the scripts, the real outputs and the demo — not just a prompt file.

Download full pack (.zip) Download SKILL.md
  1. Open Codex or Claude Code and paste the installation prompt.
  2. Let the Agent read and save the full rules, then confirm discovery.
  3. Copy the usage prompt above, insert your materials, and execute.
Manual installation · View complete SKILL.md (54 lines)

Codex：~/.agents/skills/skill-chain/SKILL.md
Claude Code：~/.claude/skills/skill-chain/SKILL.md

--- name: skill-chain description: Chain two existing Skills through saved intermediate files and a source-to-result check. Use when a beginner wants one Skill's output to become the next Skill's actual input, especially a writing-to-formatting workflow. --- # Make the handoff real Main quest 2-4. Two calls in a conversation are not a chain unless step two consumes step one's saved result. ## Define the handoff Identify the user's source, the two selected Skills and the requested destination format. Confirm that the installed packages contain all resources required by both steps. Read both Skills' instructions before assuming their output formats are compatible. Choose stable names for the original source, first output and final output. Keep original material unchanged. ## Execute the first step Use the writing Skill on the learner's actual material. For the main quest practice, use `xiaohongshu-note` to create the note's title options, body, tags and cover text. Do not manufacture first-person experience, dates, costs, audience numbers or health claims. If a title pattern would imply an unsupported fact, use a truthful instructional formulation. Save the entire note as Markdown and read it back. Run the selected Skill's checker if available; retain failures honestly. ## Execute the second step Use `wechat-article-polish` on that exact saved Markdown. The example is a formatting exercise; a Xiaohongshu draft is not automatically an editorially adapted WeChat article. Do not claim it was pasted into or published by WeChat without actually checking the platform. Preserve source text and use the inline-style output required by the formatter. Record the input file's SHA-256 before conversion and the final HTML's SHA-256 after conversion. Open the actual output and check desktop and narrow mobile rendering. If the first output changes, regenerate and recheck the second. ## Checks The two installed Skills remain the runtime dependencies; this coordinator does not silently replace either one. Read `references/handoff-check.md` when auditing provenance. Save source-to-result fact checks, not only hashes: a byte hash proves identity, not meaning. ## Self-tests and failure criteria 1. Use the public production brief A: create the note, save it and feed that exact path to the formatter. Check the stated 16 main quests and free foundation facts. 2. Use brief B about a fictional reading event. Preserve 24 bookmarks and the unknown venue through both outputs. 3. No source or only a vague theme: ask for audience, available material and desired result instead of inventing an experience. 4. A final output produced from a different hidden template, missing intermediate file or invented fact fails the chain. ## Continue Return `/path/skill-chain/`. Next `/path/skill-anatomy/`: inspect the instructions that made a workflow reusable. Original free coordinator. Dependencies retain their own licenses. No complete-package resale.

FAQ for beginners

Clear answers before you start, smooth execution when you run.

How do I start? +
Download the complete ZIP and give the install prompt to your Agent. Keep its scripts and reference files together. Model charges are separate.
Is this main quest Skill free? +
Yes. The foundational main quest is free. Optional advanced Studio products keep their individual pricing.
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