- name
- create-skill
- description
- Generate a complete new skill from a one-line prompt and ship it as a PR
- metadata
- {"title":"Create Skill","category":"evolution","var":"","tags":["dev","meta"]}
> **${var}** — A natural-language description of the skill to create. **Required.** Example: `"monitor Hacker News for AI papers and send a summary"` or `"track gas prices on Ethereum and alert when below 10 gwei"`.
<!-- autoresearch: variation B — sharper output via PR-first workflow + quality enforcement + exit taxonomy + new-secret guard -->
If `${var}` is empty, exit `CREATE_SKILL_NO_VAR`:
```bash
./notify "create-skill aborted: var empty — pass a description e.g. \"monitor X for Y\""
```
Then stop.
Today is ${today}. Your task is to generate a complete, production-ready skill from `${var}`, score it against a quality bar, and ship it as a PR — **never commit directly to `main`**.
## Steps
1. **Parse the request.** Extract from `${var}`:
- Core action verb (monitor, fetch, generate, analyze, alert, track, scan, etc.)
- Data source(s) — APIs, websites, RSS, on-chain, GitHub, etc.
- Output format — notification, article, file, PR, dashboard, etc.
- Configurable parameter(s) the new skill will accept via its own `${var}`
- Suggested cadence (daily, hourly, weekly, on-demand)
Save a one-paragraph structured request summary; you'll use it in the PR body.
2. **Duplicate detection (deep — not just `ls`).** Find functional overlap, not just name collision.
```bash
keywords=$(echo "${var}" | tr '[:upper:]' '[:lower:]' | grep -oE '[a-z]{4,}' \
| grep -vE '^(send|with|from|that|this|when|each|into|over|some|like|just|than|then|also|will|have|been|using|monitor|track|fetch|alert)$' \
| sort -u)
for kw in $keywords; do
grep -liE "$kw" skills/*/SKILL.md | head -5
done
```
Read the top 3 candidates fully. For each, judge: does it already do this? Could the request be solved by running an existing skill with a different `var=`?
- **Near-duplicate exists** → exit `CREATE_SKILL_DUPLICATE`. Notify with the existing skill name and a one-line suggestion ("use existing `{skill}` with `var={...}` instead"). Stop.
- **Functionally adjacent** → design the new skill to complement (different angle/cadence/output). Document the boundary in the PR body.
3. **Research the data sources.** For every API or data source the new skill needs:
- **WebSearch** for the current API documentation. Cross-check against a secondary source when feasible (a recent GitHub repo using it, an official changelog, or a Stack Overflow answer dated ≥2026) to confirm the endpoint isn't deprecated.
- **WebFetch** the canonical docs URL — record it as a comment in the SKILL.md and in the PR body's "Sources researched" section.
- Identify exact endpoints, required headers, auth scheme, response schema, and rate limits.
- Note every required environment variable / API key.
- Determine fallback strategy when an optional API key isn't set (WebSearch / WebFetch / cached data / public endpoint).
**Research bar (soft):** at least one confirmed source URL or exemplar (a working docs page or a public repo using the API). If none, do **not** hard-abort — log `CREATE_SKILL_INSUFFICIENT_RESEARCH`, ask the operator via `./notify` with what was tried and why each source failed, and stop. The operator can re-dispatch with a clearer prompt or a source hint.
4. **New-secret guard.** Secrets values are never inspectable from the workflow — only names are listed. Use `gh api repos/:owner/:repo/actions/secrets --jq '.secrets[].name'` to read the **names** of secrets already configured (this endpoint returns names only, never values). Cross-reference with env-var usage in `aeon.yml` and existing workflows. For each env var the new skill needs:
- **Name present** → continue.
- **Name missing** → record as `NEW_SECRET_REQUIRED`. The generated skill **must** gracefully degrade or skip when the secret is absent (no hard crash). Add a `### Required secrets` section to the PR body listing what the operator must add to GitHub Actions secrets before enabling.
If the secret has no graceful fallback, the generated skill's step 1 must do:
```bash
if [ -z "$VAR" ]; then ./notify "{skill} skipped: VAR not set"; exit 0; fi
```
5. **Design the skill.** Decide:
- **Skill name** — lowercase, hyphenated, 2-3 words max (e.g., `gas-alert`, `hn-papers`). Must not collide with any existing entry under `skills/`.
- **Description** — one sentence, starts with a verb, ≤90 chars.
- **Tags** — pick from: `content`, `crypto`, `dev`, `meta`, `news`, `research`, `social`. Max 3.
- **Variable behavior** — what `${var}` controls; what happens when empty (sane default OR clean abort with notify).
- **Steps** — 4-8 numbered, following the standard pattern: read context → fetch/search → process/analyze → write output → log → notify.
- **Schedule suggestion** — choose a cron slot. Read existing schedules in `aeon.yml`; avoid co-scheduling at the same minute as heavy skills (article, repo-scanner, deep-research, telegram-digest) unless the new skill is lightweight (<30s expected). Prefer a `:30` minute offset if the natural hour is already crowded.
- **Model** — default `claude-sonnet-5`. Pick `claude-haiku-4-5-20251001` if the skill is high-frequency aggregation/digestion (cost optimization), or `claude-opus-4-8` if it needs the strongest reasoning. Document the choice in the PR body.
- **Category** — the pack the skill joins. Pick one: `research` `dev` `crypto` `onchain-security` `social` `productivity` `meta`. (`core` and `fleet` are curated in `packs.config.json`, not chosen here.) If none fits, omit it and the skill lands in the **Lab** catch-all for later triage. See `docs/skill-packs.md`.
6. **Write the SKILL.md draft** at `skills/{skill-name}/SKILL.md` with this exact structure:
```markdown
---
name: {skill-name}
description: {One-sentence description starting with a verb}
metadata:
title: {Display Name}
category: {category}
var: ""
tags:
- {tag}
---
> **${var}** — {What the variable controls}. {If-empty behavior}.
Today is ${today}. {One sentence describing the task.}
## Steps
1. **{Step title}.** {Specific instructions — endpoints, commands, formats.}
2. **{Step title}.** {More instructions. Code blocks for curl/bash when relevant.}
...
N-1. **Log.** Append to `memory/logs/${today}.md`:
- Skill: {skill-name}
- What was done and key outputs
N. **Notify.** Send via `./notify`:
{Output format template — specify ≤4000 chars, clickable URLs}
## Network note
{How this skill reaches the network — ./secretcurl with an {ENV_NAME} placeholder for auth'd APIs, gh api for GitHub, curl + WebFetch fallback for public}
```
Hard rules for the generated content:
- Complete `curl` commands with proper headers and URL encoding (no pseudo-code).
- `jq` parsing for JSON APIs.
- Notification character limit explicitly stated (under 4000 chars total).
- Every link clickable (full URLs, not placeholders).
- Fallback behavior defined for every optional secret.
- Use only `${var}` and `${today}` template variables — no other invented variables.
- No TODOs, no placeholders, no "fill in later".
- Mandatory `## Network note` section (accurate model — see the `## Network note` in this skill for the canonical wording; there is no network sandbox).
7. **Quality enforcement (self-edit pass).** Score the draft 1-5 across:
| Criterion | What to check |
|-----------|---------------|
| Frontmatter complete | `name`, `category`, `description`, `var`, `tags` present and well-formed |
| Var doc | Single `>` block-quote line; if-empty behavior defined |
| API calls complete | Curl + headers + jq, not pseudo-code |
| Fallback behavior | Graceful degradation for every optional secret |
| Output spec | Char limits, clickable URLs, format template explicit |
| Network note | Present and matches the auth pattern of the API used (`./secretcurl` for auth'd, `gh api` for GitHub, WebFetch fallback for public) |
Any criterion <4 → rewrite that section once. Still <4 after one rewrite → exit `CREATE_SKILL_VALIDATION_FAILED` with a notify listing failed criteria. **Do not ship a low-quality skill.**
8. **Post-write validation.** Re-read the SKILL.md from disk and verify:
- Frontmatter YAML is parseable; required keys present.
- No literal substring matches: `TODO`, `FIXME`, `XXX`, `placeholder`, `fill in`, `lorem`, `<your-`, `your_api_key_here`, `example.com`.
- Every `${...}` template variable resolves to `${var}` or `${today}`.
- At least one `./notify` invocation appears in the body.
- At least one `memory/logs/${today}.md` write appears.
- `## Network note` section exists.
Any failure → delete the partial file and any other writes, exit `CREATE_SKILL_VALIDATION_FAILED` with a notify listing the failed checks. No partial state.
9. **Register in `aeon.yml`.** Insert the new skill in the appropriate time-slot section:
- Format: ` {skill-name}: { enabled: false, schedule: "{suggested_cron}" }`
- Add `model: "claude-haiku-4-5-20251001"` (or `"claude-opus-4-8"`) if chosen in step 5.
- Add `var: ""` if the skill takes a default var.
- Add a brief trailing comment if the name doesn't make purpose obvious.
- Place near related skills (crypto with crypto, content with content, etc.).
- **Always** `enabled: false`. Operator decides when to turn it on.
Verify YAML still parses after the edit. If parsing fails, revert the change and exit `CREATE_SKILL_VALIDATION_FAILED`.
9b. **Dry-run gate (blocks a broken generated skill from auto-merge).** Before opening the PR, execute the new skill once with **synthetic** secrets, so a generated skill never reaches production having only ever run with real credentials:
```bash
DRYRUN_VERDICT="output/.dry-run/$name.json" bash scripts/dry-run.sh run "$name" || true
```
- The script self-checks the `SKILL_DRYRUN` repo variable (default on) and returns a `skipped` verdict when it is `0`.
- Read `output/.dry-run/$name.json`. `passed: true` (or `skipped: true`) means continue. `passed: false` means **delete `skills/$name/`, revert the `aeon.yml` edit, and exit `CREATE_SKILL_DRYRUN_FAILED`** with a notify listing the verdict `reasons[]`. Do not open the PR.
- Put the verdict JSON in the PR body under a `## Dry-run` section either way, so a reviewer sees the gate ran.
The gate is **structural** (exit 0, non-empty output, no write outside the declared `mode`, no secret outside `requires:`), and no real credential is ever placed in the run's environment. It does not re-score content; the Haiku scorer already does that.
10. **Open as a PR (never commit to `main`).**
```bash
name="{skill-name}"
git checkout -b create-skill/$name
git add skills/$name/SKILL.md aeon.yml
git commit -m "create skill: $name
{one-sentence description}
Generated by create-skill from var: \"{request summary, ≤80 chars}\""
git push -u origin create-skill/$name
gh pr create --title "create skill: $name" --body "$(cat <<'EOF'
## Skill
**Name**: `{skill-name}`
**Description**: {description}
**Tags**: {tags}
**Schedule**: `{cron}` (disabled by default)
**Model**: {model}
**Var**: {var-doc}
## Request
```
${var}
```
## Sources researched
- {URL 1}
- {URL 2}
- {URL 3}
## Required secrets
{list of NEW_SECRET_REQUIRED env vars OR "None — uses existing secrets"}
## Quality scores
| Criterion | Score |
|-----------|-------|
| Frontmatter | X/5 |
| Var doc | X/5 |
| API calls | X/5 |
| Fallback behavior | X/5 |
| Output spec | X/5 |
| Network note | X/5 |
## Trigger manually
Workflow dispatch with `skill={skill-name}` and `var={example-var}`.
EOF
)"
```
Capture the PR URL.
11. **Log.** Append to `memory/logs/${today}.md`:
```
### create-skill
- Request: {var, ≤80 chars}
- Created: skills/{skill-name}/SKILL.md
- Registered in aeon.yml: schedule={cron}, model={model}
- Required secrets: {list or "none"}
- Quality scores: F/V/A/Fb/O/N = X/X/X/X/X/X
- PR: {url}
- Exit: CREATE_SKILL_OK (or CREATE_SKILL_NEW_SECRET_REQUIRED)
```
12. **Notify.** Send via `./notify`:
```
*create-skill — {skill-name}*
{one-line description}
Schedule: `{cron}` (disabled by default)
{Required secrets line if any}
PR: {url}
Trigger: dispatch skill=`{skill-name}` var=`{example}`
```
## Exit taxonomy
| Code | When | Action |
|------|------|--------|
| `CREATE_SKILL_OK` | New skill created, validated, PR opened | Notify with PR link |
| `CREATE_SKILL_NEW_SECRET_REQUIRED` | Same as OK plus operator must add a new secret before enabling | Notify with PR link + secret call-out |
| `CREATE_SKILL_NO_VAR` | `${var}` empty | Notify abort reason; stop |
| `CREATE_SKILL_DUPLICATE` | Existing skill covers the request | Notify with existing-skill suggestion; stop |
| `CREATE_SKILL_INSUFFICIENT_RESEARCH` | Couldn't confirm ≥1 working data source after WebSearch + WebFetch | Notify with what was tried; stop |
| `CREATE_SKILL_VALIDATION_FAILED` | Quality enforcement or post-write checks failed | Delete partial files; revert aeon.yml; notify with failed criteria; stop |
| `CREATE_SKILL_DRYRUN_FAILED` | The dry-run gate (step 9b) returned `passed: false` | Delete partial files; revert aeon.yml; notify with verdict reasons; do NOT open the PR; stop |
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