learn✓ تایید شده

Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings. Use when the user says '/learn', 'learn this', 'turn this into a skill', 'capture this workflow', 'make a skill from <source>', or 'improve/update the <name> skill'. Produces or updates a .claude/skills/<name>/SKILL.md authored to NanoClaw's skill guidelines. (This CREATES or REFINES a skill from a source; it does not install existing skills from a registry.)

78از ۱۰۰
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// نصب مهارت

نصب مهارت

مهارت‌ها کدهای شخص ثالث از مخازن عمومی GitHub هستند. SkillHub الگوهای مخرب شناخته‌شده را اسکن می‌کند اما نمی‌تواند امنیت را تضمین کند. قبل از نصب، کد منبع را بررسی کنید.

نصب سراسری (سطح کاربر):

npx skillhub install qwibitai/nanoclaw/learn

نصب در پروژه فعلی:

npx skillhub install qwibitai/nanoclaw/learn --project

skill.install.customTargetHelp

npx skillhub install qwibitai/nanoclaw/learn --target-dir /path/to/skills

مسیر پیشنهادی: ~/.claude/skills/learn/

بررسی هوش مصنوعی

78
از ۱۰۰
کیفیت دستورالعمل85
دقت توضیحات80
کاربردی بودن72
صحت فنی75

Scored 78 for a well-structured meta-skill that teaches Claude how to author other skills. The 5-step workflow is actionable with clear decision branches for refining existing skills vs creating new ones. The description is rich with triggers and negative triggers. The main limitation is its slight coupling to the NanoClaw project's specific '.claude/skills/' path and house authoring rules, slightly reducing generality.

productionmoderateclaude-code-developersprompt-engineersai-workflow-architectsskill-authoringworkflow-capturemeta-skillingdocumentation-extraction
بررسی‌شده توسط review-skill-gateway(z-ai/glm-5.2) در تاریخ ۱۴۰۵/۵/۹

محتوای SKILL.md

---
name: learn
description: "Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings. Use when the user says '/learn', 'learn this', 'turn this into a skill', 'capture this workflow', 'make a skill from <source>', or 'improve/update the <name> skill'. Produces or updates a .claude/skills/<name>/SKILL.md authored to NanoClaw's skill guidelines. (This CREATES or REFINES a skill from a source; it does not install existing skills from a registry.)"
---

# Learn — Distill a Skill from Anything

Turn a source — a directory, a URL, pasted notes, or the work just done in this conversation — into a clean, reusable NanoClaw skill. The output is a new `.claude/skills/<name>/SKILL.md` (plus optional `scripts/`, `references/`, `templates/`) authored to the project's skill guidelines.

This skill is **instruction-only**: it uses the tools you already have (`Read`, `Grep`, `Glob`, `WebFetch`, `Write`) — there is no separate distillation engine and no reach-ins into core code.

## When to use

Invoke when the user wants to *capture* a workflow as a reusable skill:

- `/learn <path>` — read a project/dir and build a skill for working with it
- `/learn <url>` — read docs / an API page and build a usage skill
- `/learn what we just did` — distill the current conversation's workflow
- `/learn` + pasted notes — turn notes into a structured skill

If the user instead wants to *find and install* an existing community skill, that is a different task — this skill **creates** new skills, it does not import them.

## Workflow

### 1. Identify the source — and whether this is a new skill or a refine
- A **path** → read the code/files.
- A **URL** → fetch and read the page.
- **"what we just did" / "this"** → use the current conversation as the source.
- **Pasted text** → use it directly.

Then check `.claude/skills/` for an existing skill that already covers this topic (the user may name it, e.g. *"update the wow-on-steam-deck skill"*, or the subject may obviously match one). **If one exists, this is a REFINE, not a fresh create** — go to step 4's "Refining" branch.

If it is ambiguous what the skill should *do*, ask one clarifying question before proceeding.

### 2. Gather the material
- **Path:** `Glob` the structure, `Read` the key files, `Grep` for the important entry points. Read enough to understand the *repeatable procedure*, not every line.
- **URL:** `WebFetch` the page; pull out the concrete commands/steps, not the prose.
- **Conversation:** re-read what was actually done — the commands, the gotchas, the decisions — and keep the parts that generalize.

### 3. Distill — find the reusable procedure
Strip the one-off specifics; keep the *repeatable* shape. A good skill answers: *"Next time someone needs to do X, what are the exact steps, files, commands, and gotchas?"* Capture:

- the trigger / when-to-use,
- the step-by-step procedure (commands, file paths, decision points),
- the non-obvious **gotchas** that were hit — usually the most valuable part,
- any scripts or templates worth shipping alongside.

### 4. Author the SKILL.md

**Refining an existing skill?** First `Read` the current `.claude/skills/<name>/SKILL.md`, then *update it in place* — do not blindly overwrite:
- Keep what is still correct; weave the new learnings into the right sections.
- **Dedupe** — don't append a near-duplicate step or a second gotcha that says the same thing.
- Correct anything the new source proves stale (a changed path, command, or flag).
- Preserve the existing `name`/folder and overall structure; the diff should read as a focused improvement, not a rewrite.

**New skill?** Write `.claude/skills/<kebab-name>/SKILL.md`.

**Frontmatter (required):**

```yaml
---
name: <kebab-case, matches the folder>
description: "<what it does + when to use it + likely trigger phrases>"
---
```

`description` is what the agent reads to decide relevance — make it concrete and include the phrases a user would actually say.

**Body:** open with one paragraph on what the skill does, then a `## When to use` section and a `## Workflow` of numbered steps (the actual procedure). Use tables for command/file references, and add a short examples or troubleshooting section when the gotchas warrant it.

**House authoring rules (from `docs/skill-guidelines.md`):**

- **Additive, minimal reach-ins** — prefer adding files; make the *smallest possible* edit to existing code, and only via single-line calls into skill-owned functions.
- **Instruction-only when possible** — if Claude can do it by following prose plus existing tools, ship no code. These are the easiest skills to maintain and to merge.
- If apply leaves anything behind, ship a **`REMOVE.md`** that fully reverses every change (no soft-disabled/commented-out removals).
- If the skill adds an integration point in core code, add a **test that goes red if the wiring is deleted or drifts**.
- Anti-patterns to avoid: separate `VERIFY.md` files, incomplete cleanup, raw SQL against core DBs, branch merges (use additive fetch), hand-maintained duplicate copies.

### 5. Place and verify
- Write into `.claude/skills/<name>/`; confirm the folder name matches the `name` frontmatter and the YAML parses.
- If feasible, dry-run the procedure the skill describes to confirm it is correct.
- Tell the user the skill exists and how to invoke it (`/<name>`).

## Example

`/learn what we just did` after a multi-step setup:

1. Re-read the conversation's commands and gotchas.
2. Distill the repeatable procedure.
3. Write `.claude/skills/<topic>-setup/SKILL.md` with the steps, file paths, and the gotchas hit along the way.
4. Report: *"Created `/<topic>-setup` — invoke it next time to repeat this."*

## Notes

- Keep skills **focused** — one capability per skill (mirrors the project's "one change per PR" rule).
- The most valuable content is the **gotchas**, not the happy path.
- This skill is prose and safe to re-run — use it again to refine an existing skill.

مجوز

مجوز اعلام‌شده: MIT

MIT License

Copyright (c) 2026 qwibitai

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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