Agent skill

OpenCLI Adapter Autofix

by jackwener in jackwener/OpenCLI

Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed.

Apache-2.0Auto-check passedDevelopment

Install OpenCLI Adapter Autofix

skills CLI
$ npx skills add jackwener/OpenCLI --skill opencli-autofix -a claude-code

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

GitHub CLI
$ gh skill install jackwener/OpenCLI opencli-autofix --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/jackwener/OpenCLI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/opencli-autofix .claude/skills/opencli-autofix && 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
opencli-autofix
GitHub stars
30k
Used in
1 other repo
Token cost
~3.2k tokens
SKILL.md length
1,204 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
Apache-2.0

At a glance

Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed.

  • Works in 6 steps: Collect Trace Context → Analyze the Failure → Explore the Current Website → …
  • An opencli command fails after a website changes its layout or API
  • SKILL.md covers Safety Boundaries, Prerequisites, When to Use This Skill and Before Entering Repair:…, plus 8 more sections
  • Calls gh; reaches zhihu.com

What it does

When an `opencli` command fails because a website changed its page structure, API or response format, the agent diagnoses and fixes the adapter instead of just reporting the error. It handles selector failures, empty results, API and network errors, changed pages, runtime errors in adapter logic and timeouts. Hard stops come first: authentication required, a browser connection failure, CAPTCHAs and rate limits are not adapter bugs, so the agent halts and tells you what to do.

Edits are limited to the adapter file named in the trace `summary.md` front matter, never the source, extension, tests or package files, and the agent gets at most three repair rounds before it reports what it tried. It also checks whether an empty result is a real break by trying another query or comparing with a normal Chrome tab. After a verified fix, it files an upstream GitHub issue.

When your agent uses it

  • An opencli command fails after a website changes its layout or API
  • A command returns nothing and you need to tell a real adapter bug from a soft block
  • You want a verified adapter fix reported upstream as a GitHub issue

Example prompts

  • “The opencli xiaohongshu search command stopped returning results; diagnose and fix the adapter.”
  • “My opencli command for a news site returns an empty list, so work out whether the adapter is broken or the site is blocking me.”
  • “Repair the failing adapter, retry the command, and open an upstream issue once it works.”

Requirements

  • The `opencli` CLI with its browser extension and daemon (`opencli doctor` checks them)
  • GitHub CLI `gh`, for filing the upstream issue
  • Chrome logged in to the target site
  • Pre-approved tools (allowed-tools): Bash(opencli:*), Bash(gh:*), Read, Edit, Write

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Collect Trace Context
  2. Analyze the Failure
  3. Explore the Current Website
  4. Patch the Adapter
  5. Verify the Fix
  6. File an Upstream Issue

What it can do on your machine

Read from SKILL.md and the folder at commit 2413694. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(opencli:*)
    • Bash(gh:*)
    • Read
    • Edit
    • Write

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • gh

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • zhihu.com

    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

OpenCLI Adapter Autofix loads about 3.2k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 1,204 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k

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 jackwener/OpenCLI at commit 2413694, republished under its Apache-2.0 licence (© jackwener). 1,204 words, ~3,171 tokens.

Download SKILL.mdSave it as .claude/skills/opencli-autofix/SKILL.md (or your agent's skills folder).
name
opencli-autofix
description
Automatically fix broken OpenCLI adapters when commands fail. Load this skill when an opencli command fails — it guides you through collecting a trace artifact, patching the adapter, retrying, and filing an upstream GitHub issue after a verified fix. Works with any AI agent.
allowed-tools
Bash(opencli:*), Bash(gh:*), Read, Edit, Write

OpenCLI AutoFix — Automatic Adapter Self-Repair

When an opencli command fails because a website changed its DOM, API, or response schema, automatically diagnose, fix the adapter, and retry — don't just report the error.

Safety Boundaries

Before starting any repair, check these hard stops:

  • AUTH_REQUIRED (exit code 77) — STOP. Do not modify code. Tell the user to log into the site in Chrome.
  • BROWSER_CONNECT (exit code 69) — STOP. Do not modify code. Tell the user to run opencli doctor.
  • CAPTCHA / rate limiting — STOP. Not an adapter issue.

Scope constraint:

  • Only modify the file at adapterSourcePath in the trace summary.md front matter — this is the authoritative adapter location (may be clis/<site>/ in repo or ~/.opencli/clis/<site>/ for npm installs)
  • Never modify src/, extension/, tests/, package.json, or tsconfig.json

Retry budget: Max 3 repair rounds per failure. If 3 rounds of diagnose → fix → retry don't resolve it, stop and report what was tried.

Prerequisites

bash
opencli doctor    # Verify extension + daemon connectivity

When to Use This Skill

Use when opencli <site> <command> fails with repairable errors:

  • SELECTOR — element not found (DOM changed)
  • EMPTY_RESULT — no data returned (API response changed)
  • API_ERROR / NETWORK — endpoint moved or broke
  • PAGE_CHANGED — page structure no longer matches
  • COMMAND_EXEC — runtime error in adapter logic
  • TIMEOUT — page loads differently, adapter waits for wrong thing

Before Entering Repair: "Empty" ≠ "Broken"

EMPTY_RESULT — and sometimes a structurally-valid SELECTOR that returns nothing — is often not an adapter bug. Platforms actively degrade results under anti-scrape heuristics, and a "not found" response from the site doesn't mean the content is actually missing. Rule this out before committing to a repair round:

  • Retry with an alternative query or entry point. If opencli xiaohongshu search "X" returns 0 but opencli xiaohongshu search "X 攻略" returns 20, the adapter is fine — the platform was shaping results for the first query.
  • Spot-check in a normal Chrome tab. If the data is visible in the user's own browser but the adapter comes back empty, the issue is usually authentication state, rate limiting, or a soft block — not a code bug. The fix is opencli doctor / re-login, not editing source.
  • Look for soft 404s. Sites like xiaohongshu / weibo / douyin return HTTP 200 with an empty payload instead of a real 404 when an item is hidden or deleted. The snapshot will look structurally correct. A retry 2-3 seconds later often distinguishes "temporarily hidden" from "actually gone".
  • "0 results" from a search is an answer. If the adapter successfully reached the search endpoint, got an HTTP 200, and the platform returned results: [], that is a valid answer — report it to the user as "no matches for this query" rather than patching the adapter.

Only proceed to Step 1 if the empty/selector-missing result is reproducible across retries and alternative entry points. Otherwise you're patching a working adapter to chase noise, and the patched version will break the next working path.

Step 1: Collect Trace Context

Run the failing command with failure-retained trace enabled:

bash
opencli <site> <command> [args...] --trace retain-on-failure 2>trace-error.yaml

On failure, stderr contains the normal error envelope plus a small trace block:

yaml
ok: false
error:
  code: SELECTOR
  message: "Could not find element: .old-selector"
trace:
  schemaVersion: 1
  opencliVersion: "..."
  traceId: "..."
  dir: "/path/to/.opencli/profiles/default/traces/..."
  summaryPath: "/path/to/.opencli/profiles/default/traces/.../summary.md"
  receiptPath: "/path/to/.opencli/profiles/default/traces/.../receipt.json"

Read summaryPath first. It is the LLM-oriented entry point and includes front matter:

yaml
---
schemaVersion: 1
opencliVersion: "..."
traceId: "..."
status: failure
site: "example"
command: "example/search"
adapterSourcePath: "/path/to/clis/example/search.js"
errorCode: "SELECTOR"
errorMessage: "Could not find element: .old-selector"
---

The artifact directory contains:

text
summary.md      # start here
receipt.json    # machine-readable trace receipt
trace.jsonl     # full redacted timeline
network.jsonl   # redacted network events
console.jsonl   # redacted console events
state/          # final snapshots when available
screenshots/    # final screenshots when available

If you redirected stderr to a file, read that file and copy trace.summaryPath.

Do not ask the user to rerun with legacy diagnostic env vars. Trace is the repair evidence path.

Step 2: Analyze the Failure

Read the trace summary and the adapter source. Classify the root cause:

Error CodeLikely CauseRepair Strategy
SELECTORDOM restructured, class/id renamedExplore current DOM → find new selector
EMPTY_RESULTAPI response schema changed, or data movedCheck network → find new response path
API_ERROREndpoint URL changed, new params requiredDiscover new API via network intercept
AUTH_REQUIREDLogin flow changed, cookies expiredSTOP — tell user to log in, do not modify code
TIMEOUTPage loads differently, spinner/lazy-loadAdd/update wait conditions
PAGE_CHANGEDMajor redesignMay need full adapter rewrite

Key questions to answer:

  1. What is the adapter trying to do? (Read the file at adapterSourcePath)
  2. What did the page look like when it failed? (Read summary.md, then state/ if needed)
  3. What network requests happened? (Read Failed Network in summary.md, then network.jsonl if needed)
  4. What's the gap between what the adapter expects and what the page provides?

Step 3: Explore the Current Website

Use opencli browser to inspect the live website. Never use the broken adapter — it will just fail again.

DOM changed (SELECTOR errors)
bash
# Open the page and inspect current DOM
opencli browser open https://example.com/target-page && opencli browser state

# Look for elements that match the adapter's intent
# Compare the snapshot with what the adapter expects
API changed (API_ERROR, EMPTY_RESULT)
bash
# Open page with network interceptor, then trigger the action manually
opencli browser open https://example.com/target-page && opencli browser state

# Interact to trigger API calls
opencli browser click <N> && opencli browser network

# Narrow to the request you care about by the fields its body should have
opencli browser network --filter author,text,likes

# Inspect specific API response (key is the `key` field from the default JSON output)
opencli browser network --detail <key>
Show full SKILL.md (480 more words)Show less

Step 4: Patch the Adapter

Read the adapter source file at adapterSourcePath from the trace summary front matter and make targeted fixes. This path is authoritative — it may be in the repo (clis/) or user-local (~/.opencli/clis/).

Use the Read tool on the exact path from summary.md front matter.

Common Fixes

Selector update:

typescript
// Before: page.evaluate('document.querySelector(".old-class")...')
// After:  page.evaluate('document.querySelector(".new-class")...')

API endpoint change:

typescript
// Before: const resp = await page.evaluate(`fetch('/api/v1/old-endpoint')...`)
// After:  const resp = await page.evaluate(`fetch('/api/v2/new-endpoint')...`)

Response schema change:

typescript
// Before: const items = data.results
// After:  const items = data.data.items  // API now nests under "data"

Wait condition update:

typescript
// Before: await page.wait({ selector: '.loading-spinner', hidden: true })
// After:  await page.wait({ selector: '[data-loaded="true"]' })
Rules for Patching
  1. Make minimal changes — fix only what's broken, don't refactor
  2. Keep the same output structure — columns and return format must stay compatible
  3. Prefer API over DOM scraping — if you discover a JSON API during exploration, switch to it
  4. Use @jackwener/opencli/* imports only — never add third-party package imports
  5. Test after patching — run the command again to verify
  6. Never relax verify/<cmd>.json fixtures to silence a failure. A failing patterns / notEmpty / mustNotContain / mustBeTruthy rule means the adapter's output is broken. Tighten the adapter so it produces correct values; do not loosen the fixture to accept the broken values. The one legitimate reason to edit a fixture during repair is when the site itself changed shape (e.g. URL format migration) — in that case update the fixture and note the change in ~/.opencli/sites/<site>/notes.md. Otherwise editing the fixture is covering up a silent correctness regression.

Step 5: Verify the Fix

bash
# Run the command normally
opencli <site> <command> [args...]

If it still fails, go back to Step 1 and collect a fresh trace. You have a budget of 3 repair rounds (trace → fix → retry). If the same error persists after a fix, try a different approach. After 3 rounds, stop and report what was tried.

Step 6: File an Upstream Issue

If the retry passes, the local adapter has drifted from upstream. File a GitHub issue so the fix flows back to jackwener/OpenCLI.

Do NOT file for:

  • AUTH_REQUIRED, BROWSER_CONNECT, ARGUMENT, CONFIG — environment/usage issues, not adapter bugs
  • CAPTCHA or rate limiting — not fixable upstream
  • Failures you couldn't actually fix (3 rounds exhausted)

Only file after a verified local fix — the retry must pass first.

Procedure:

  1. Prepare the issue content from the trace summary you already have:
    • Title: [autofix] <site>/<command>: <error_code> (e.g. [autofix] zhihu/hot: SELECTOR)
    • Body (use this template):
markdown
## Summary
OpenCLI autofix repaired this adapter locally, and the retry passed.

## Adapter
- Site: `<site>`
- Command: `<command>`
- OpenCLI version: `<version from opencli --version>`

## Original failure
- Error code: `<error_code>`

~~~
<error_message>
~~~

## Local fix summary

~~~
<1-2 sentence description of what you changed and why>
~~~

_Issue filed by OpenCLI autofix after a verified local repair._
  1. Ask the user before filing. Show them the draft title and body. Only proceed if they confirm.

  2. If the user approves and gh auth status succeeds:

bash
gh issue create --repo jackwener/OpenCLI \
  --title "[autofix] <site>/<command>: <error_code>" \
  --body "<the body above>"

If gh is not installed or not authenticated, tell the user and skip — do not error out.

When to Stop

Hard stops (do not modify code):

  • AUTH_REQUIRED / BROWSER_CONNECT — environment issue, not adapter bug
  • Site requires CAPTCHA — can't automate this
  • Rate limited / IP blocked — not an adapter issue

Soft stops (report after attempting):

  • 3 repair rounds exhausted — stop, report what was tried and what failed
  • Feature completely removed — the data no longer exists
  • Major redesign — needs full adapter rewrite via opencli-adapter-author skill

In all stop cases, clearly communicate the situation to the user rather than making futile patches.

Example Repair Session

1. User runs: opencli zhihu hot
   → Fails: SELECTOR "Could not find element: .HotList-item"

2. AI runs: opencli zhihu hot --trace retain-on-failure 2>trace-error.yaml
   → Gets trace summary with final state and failed action evidence

3. AI reads summary/state: page loaded but uses ".HotItem" instead of ".HotList-item"

4. AI explores: opencli browser open https://www.zhihu.com/hot && opencli browser state
   → Confirms new class name ".HotItem" with child ".HotItem-content"

5. AI patches: Edit adapter at `adapterSourcePath` — replace ".HotList-item" with ".HotItem"

6. AI verifies: opencli zhihu hot
   → Success: returns hot topics

7. AI prepares upstream issue draft, shows it to the user

8. User approves → AI runs: gh issue create --repo jackwener/OpenCLI --title "[autofix] zhihu/hot: SELECTOR" --body "..."

© jackwener, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/opencli-autofix of jackwener/OpenCLI.

Open the folder on GitHubat commit 2413694

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in jackwener/OpenCLI, which our catalogue first saw on October 7, 2026.

Compare with similar skills

OpenCLI Adapter Autofix 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.

OpenCLI Adapter Autofix compared with similar skills
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OpenCLI Adapter Autofix this skilljackwener/OpenCLI30k1 repos~3.2kAutomated safety check: PassApache-2.0
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Project Pull Requestswimmwatch/cloakbrowser-mcp161—~1kAutomated safety check: PassMIT
Exposed Bug Fix WorkflowJetBrains/Exposed9.3k—~3.8kAutomated safety check: PassApache-2.0
Issue Fixmono/SkiaSharp5.6k—~5.1kAutomated safety check: PassMIT
React Router Bug Fix Workflowremix-run/react-router57k—~1.3kAutomated safety check: PassMIT

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Works with

Questions about OpenCLI Adapter Autofix

What does OpenCLI Adapter Autofix do?

Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed. When an `opencli` command fails because a website changed its page structure, API or response format, the agent diagnoses and fixes the adapter instead of just reporting the error. It handles selector failures, empty results, API and network errors, changed pages, runtime errors in adapter logic and timeouts.

When should I use OpenCLI Adapter Autofix?

OpenCLI Adapter Autofix fits situations like: an opencli command fails after a website changes its layout or API; A command returns nothing and you need to tell a real adapter bug from a soft block; you want a verified adapter fix reported upstream as a GitHub issue.

How do I install OpenCLI Adapter Autofix in Claude Code?

Run `npx skills add jackwener/OpenCLI --skill opencli-autofix -a claude-code`. Or copy the skill folder (skills/opencli-autofix in jackwener/OpenCLI) into .claude/skills/opencli-autofix in your project. Claude Code loads it when a task matches its description.

How do I install OpenCLI Adapter Autofix in Codex?

Run `npx skills add jackwener/OpenCLI --skill opencli-autofix -a codex`. Or copy the skill folder (skills/opencli-autofix in jackwener/OpenCLI) into .agents/skills/opencli-autofix in your project. Codex loads it when a task matches its description.

Can I use OpenCLI Adapter Autofix 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 jackwener/OpenCLI --skill opencli-autofix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/opencli-autofix, .gemini/skills/opencli-autofix, .github/skills/opencli-autofix and .opencode/skills/opencli-autofix in your project.

What does OpenCLI Adapter Autofix need to run?

Going by SKILL.md and its folder, OpenCLI Adapter Autofix needs the command-line tools its instructions call (gh). Our summary lists: The `opencli` CLI with its browser extension and daemon (`opencli doctor` checks them); GitHub CLI `gh`, for filing the upstream issue; Chrome logged in to the target site. Its frontmatter pre-approves these tools: Bash(opencli:*), Bash(gh:*), Read, Edit, Write.

Does OpenCLI Adapter Autofix access the network?

SKILL.md names 1 domain. In commands or code: zhihu.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is OpenCLI Adapter Autofix 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 OpenCLI Adapter Autofix use?

OpenCLI Adapter Autofix is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does OpenCLI Adapter Autofix use?

About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to OpenCLI Adapter Autofix?

Skills that share tags, products or a category with OpenCLI Adapter Autofix: Browser Harness Agentloom (linora-u/AgentLoom, 168 stars), Project Pull Request (swimmwatch/cloakbrowser-mcp, 161 stars), Exposed Bug Fix Workflow (JetBrains/Exposed, 9.3k stars) and Issue Fix (mono/SkiaSharp, 5.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains OpenCLI Adapter Autofix?

jackwener (a GitHub user) maintains it in jackwener/OpenCLI, which has 29,886 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on September 24, 2026.

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