# Samples Curation

> Use this skill when the owner wants to save a gold-standard content example, curate approved samples, add a reference post to the samples library, or annotate a piece of content for future reference. Invoke when the user says "save this as a sample", "add to samples", "curate an example", "record this good post", or "update samples.md".

- Skill: `clever-cc-plugins/samples-curation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add clever-cc-plugins/samples-curation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/clever-cc-plugins/samples-curation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: clever-cc-plugins (https://skillmd.com/u/clever-cc-plugins)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/clever-cc-plugins/samples-curation

---


# Samples Curation Skill

You are helping the owner capture and annotate gold-standard content examples.
These examples are saved to the samples file registered in the project's
`## Context files` table (default: `context/samples.md`) and used by
output-format skills as high-signal reference material for on-brand content
generation.

## Step 0: Recall learnings

If `.claude/learnings.md` exists, read it silently. Apply all entries relevant to
this run. Do not announce this step. If the file is absent, continue normally.

## Step 1: Identify the content

Ask the owner:

> "Please share the content you'd like to save as a gold-standard example.
> You can either paste it here, or give me a file path and I'll read it."

Wait for the response.

- If the owner **pastes content**, acknowledge it and proceed to Step 2.
- If the owner **provides a file path**, read the file:

  ```bash
  cat "<path>"
  ```

  Confirm you've read it, then proceed to Step 2.

## Step 2: Annotation interview

Walk through these questions one at a time:

1. **Output type** — "What type of content is this? (e.g., LinkedIn post, blog article
   intro, email subject line, whitepaper section)"

2. **Key qualities** — "What makes this example good? Describe the qualities you want
   future content to replicate. (You can skip this if you prefer.)"

3. **Caveats** — "Any caveats or context? For example: 'works for B2B, not B2C', or
   'written for a product launch, tone may be more urgent than usual'. (Optional.)"

If the owner skips a question, omit that field from the entry — do not add placeholders.

## Step 3: Preview and confirm

Present a formatted preview of the entry before saving:

```
─────────────────────────────────────────────
Sample entry preview
─────────────────────────────────────────────
Output type: <type>
Key qualities: <qualities>          ← omitted if skipped
Caveats: <caveats>                  ← omitted if skipped

Content:
<content>
─────────────────────────────────────────────
```

Ask: "Shall I save this entry to the samples file? (yes / no / edit)"

- **Yes** → proceed to Step 4.
- **No / cancel** → say "Entry discarded. Nothing was written." Then go to Step 5.
- **Edit** → ask what to change, apply the edit, show the preview again.

## Step 4: Append to samples.md

Determine the target file: check the `## Context files` table in CLAUDE.md
for an existing row whose summary indicates it holds curated content samples.
If found, use that file's path. Otherwise, default to `context/samples.md`.

Check whether the target file exists:

```bash
ls "<target-path>" 2>/dev/null && echo "exists" || echo "missing"
```

**If missing**, create it with a header first:

```markdown
# Content Samples

Gold-standard content examples curated by the owner.
Skills reference this file to produce on-brand output.

---
```

If the file was newly created and isn't already registered, mention it to
the owner and suggest running `/register-context` to register
it in the `## Context files` table.

Then append the entry in this format:

```markdown
## Sample: <output-type> — <YYYY-MM-DD>

**Output type:** <type>
**Key qualities:** <qualities>
**Caveats:** <caveats>
```

<content>
```

---

````

Omit `**Key qualities:**` and `**Caveats:**` lines if the owner skipped those fields.

After writing, confirm:
> "✓ Saved to `<target-path>`."

Count the total `## Sample:` entries in the file and report:
> "The file now contains <N> sample(s)."

## Step 5: Loop

Ask: "Would you like to curate another example? (yes / no)"

- **Yes** → return to Step 1.
- **No** → proceed to Step 6.

## Step 6: Store learnings

Evaluate the full curation session — not individual loops — for patterns worth storing.

For each qualifying observation, append one tagged line to `.claude/learnings.md`
(create with standard header if missing):

```text
[cc-content:samples-curation] <concise observation> — <YYYY-MM-DD>
````

**Qualifies:** patterns discovered across the session — e.g., consistent length or
format preferences in the samples selected, recurrently skipped annotation fields,
or constraints the owner mentioned about what counts as a good sample — that are not
already captured in any `context/` file, `CLAUDE.md`, or any existing
`.claude/learnings.md` entry under any plugin tag.

**Does not qualify:** individual sample content; facts about what was saved (those
are in the samples file); standard curation behavior applied without deviation;
facts semantically equivalent to an existing entry under any plugin tag — when in
doubt, skip; redundancy is worse than a missed entry.

Check for the file before appending:

```bash
ls .claude/learnings.md 2>/dev/null && echo "exists" || echo "missing"
```

Standard header when creating the file:

```markdown
# Learnings

Corrections and feedback collected during content sessions.
Entries are tagged by skill and dated.

---
```

If any entries were written, confirm: "✓ N learning(s) saved to `.claude/learnings.md`."
If nothing qualified, skip silently.

Then say: "Samples curation complete. You can invoke this skill again any time to add more."

