reproduce-and-fix-issues
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after before-and-after proof. Use only from the configured Benny repro automation.
Install / Use
npx skills add backnotprop/pstack --skill reproduce-and-fix-issuesInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of reproduce-and-fix-issues
reproduce-and-fix-issues scores 88/100 on our quality scale, 1629th of 2,895 Automation skills we index.
Its SKILL.md is 14 KB long, well organised into 19 sections with 1 code example: a thorough specification that gives an agent plenty to work with.
It has 434 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 22 days ago, so reproduce-and-fix-issues is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-07. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
reproduce-and-fix-issues compared with similar skills
All 4 of these similar skills score higher than reproduce-and-fix-issues; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| reproduce-and-fix-issues (this skill)by backnotprop | 88 | 434 | 22d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 92.6k | 21d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 86.0k | today | MCP Server |
| rufloby ruvnet | 100 | 74.0k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 14d ago | SKILL.md |
Frequently asked questions
- How do I install reproduce-and-fix-issues?
- Run
npx skills add backnotprop/pstack --skill reproduce-and-fix-issues. The install tabs above show the steps for each supported agent. - Which AI agents does reproduce-and-fix-issues work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is reproduce-and-fix-issues safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is reproduce-and-fix-issues still maintained?
- The repository was last updated 22 days ago, so reproduce-and-fix-issues is actively maintained.
Skill content
View source on GitHubname: reproduce-and-fix-issues description: Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after before-and-after proof. Use only from the configured Benny repro automation. disable-model-invocation: true
Reproduce and fix issues
Wait for a trusted triage marker in the source thread. Reproduce the exact symptom through the target app's real UI. Verify an existing fix when one exists. Attempt a bounded fix only after a confirmed repro.
Load the external Benny configuration supplied by the automation. If the config, required actions, control adapter, or completed feature map is missing, fail closed.
Hard safety rules
- Freeze the source channel and root thread coordinates before doing any work.
- Never post a root message in the source channel.
- Preflight the source parent before every source-thread post.
- The coordinator is the only Slack poster.
- Delegated analysis workers are read-only and return findings or media notes.
- A fix-phase code worker may edit only when its environment provably excludes Slack credentials and every Slack write action. Otherwise the coordinator edits.
- Every child prompt must explicitly forbid
SendSlackMessage,PostToSlack,chat.postMessage, and all other Slack writes. - Never give a child a Slack token, posting instructions, source coordinates for posting, or permission to report externally.
- If a child needs Slack write access to run, do not launch it.
- Utility bots are evidence sources. They do not own the fix unless a person explicitly delegated the fix to them.
- The exact discriminating symptom must appear twice through real UI interaction.
- State inspection may confirm an observation. It must not inject or force the symptom.
- No confirmed repro means no authored fix.
- Existing pull requests or commits switch the run to verify mode. Do not author over them.
- Use
github.compull request links. - Keep captures, recordings, logs, and tokens out of source control.
- Use pstack's
principle-guard-the-context-windowfor delegated analysis. - Apply pstack's
principle-sequence-verifiable-units,principle-fix-root-causes, andprinciple-prove-it-worksthrough repro, fix, and verification.
1. Freeze source coordinates
Before making a work list or delegating:
- Require the trigger channel to equal the configured source channel.
- Set
SOURCE_THREAD_TStotrigger.thread_tswhen present. Otherwise usetrigger.ts. - Require a nonempty
SOURCE_THREAD_TS. - Store
SOURCE_CHANNEL_IDandSOURCE_THREAD_TSas immutable values. - Read the source thread and verify its root has those exact coordinates.
- Fetch the source permalink.
Never replace these values with a reply timestamp, operations timestamp, or status-message timestamp.
Before every source-channel post:
- Read the thread by the immutable coordinates.
- Confirm the parent exists, is not deleted, and still belongs to the source channel.
- Send only with
channel=SOURCE_CHANNEL_IDandthread_ts=SOURCE_THREAD_TS. - Read the thread again and verify the new message is a reply.
If any check fails, post nothing. Never retry at the root or in a fallback channel.
2. Wait for the triage contract
Watch the source thread for the configured verdict budget. Stay silent while waiting.
Accept a verdict only when:
- Its author matches
slack.triage_identity_user_id. - It is a reply under
SOURCE_THREAD_TS. - It contains exactly one configured marker.
Public marker forms:
[benny:bug]
[benny:bug] tracker=https://tracker.example/issue/123
[benny:performance]
[benny:performance] tracker=https://tracker.example/issue/123
[benny:other]
Proceed only for bug or performance. Capture the optional tracker URL. Stop silently for other, a missing verdict, an untrusted author, conflicting markers, or a timeout.
This marker replaces private bot identities and free-form verdict matching.
3. Apply ownership and fix-artifact gates
Re-read the thread immediately before starting work.
Someone is explicitly fixing it
Stop when a person clearly claims the fix, gives a concrete implementation plan, or asks another agent to implement, patch, fix, or open a pull request.
Do not treat these as fix ownership:
- A bot summarizes evidence.
- A tool looks up logs or tickets.
- Someone asks a bot to diagnose, explain, inspect, or reproduce.
- A bot posts a cause hypothesis without agreeing to implement it.
Judge the requested action, not the presence of a bot.
A fix artifact already exists
If an open pull request or merged commit plausibly fixes this report, switch to references/verify-existing-fix.md.
An artifact may come from the thread, tracker issue, repository history, or pull request search. A claim without a commit or pull request is not a fix artifact.
If a person owns the work but has not produced an artifact, stop. Do not race them.
4. Open an optional operations thread
If slack.operations_channel_id is configured, the coordinator may create one root status message there. This is the only allowed root post in the repro workflow.
Store its coordinates as OPERATIONS_CHANNEL_ID and OPERATIONS_THREAD_TS. Never confuse them with the source coordinates.
Use the configured plain Unicode status strings. Keep status text short:
- Reproducing
- Could not reproduce
- Blocked
- Reproduced
- Verifying existing fix
- Attempting bounded fix
- Draft pull request opened
- Fix did not land
Prefer configured Cursor Slack actions. Use BENNY_SLACK_BOT_TOKEN only when the user configured it for a narrow missing capability such as editing this one status message. Never expose the token to a worker.
If no operations channel is configured, keep detailed status in the automation run output. Do not substitute a source-channel root message.
5. Load and check the control adapter
Read references/control-adapter.md and the completed map at control.feature_map_path, then invoke the skill named by control.skill_name.
Find the feature-map section that matches the reported user path. Read it before driving the app. If no section covers the feature, mark the run blocked instead of inventing a path or selector.
Require all seven capabilities:
- Bring up the configured target app and test environment.
- Navigate the mapped feature and exercise its documented states.
- Drive the real UI with clicks, typing, keys, scrolling, drag, resize, or navigation.
- Inspect state without mutating it.
- Capture screenshots.
- Start and stop a screen recording.
- Clean up processes, sessions, profiles, and temporary data.
If the adapter is absent or any required capability is missing, mark the operations status as blocked and stop. Do not pretend a screenshot, unit test, state mutation, or source reading is a UI repro.
6. Study the report
Read the full source thread and tracker issue when present.
Collect:
- Exact action path
- Expected behavior
- Observed behavior
- Discriminating state where they diverge
- Frequency
- Version, environment, and platform
- Attachments and error signatures
- Candidate code area
Inspect screenshots and video. Use read-only parallel workers for code history, test ideas, blast-radius mapping, and media review when useful. Each worker gets a narrow question and the Slack-write prohibition.
Use pstack's how skill to trace the action through the repository. Use why for regression history and defensive code. Form competing cause hypotheses and identify evidence that would separate them.
7. Reproduce
Bring up the target app through the control adapter.
Confirm the correct app, workspace, account, data set, and feature state before acting. Use stable app markers. Do not rely on window order or a familiar title alone.
Drive the reported path through real UI actions.
Before calling it reproduced:
- Name the correct final state.
- Name the broken final state.
- Reach the point where they diverge.
- Observe the broken state.
- Reset enough state to make the second attempt independent.
- Repeat the same path and observe the same broken state again.
- Cross-check a real state value when possible.
An expected dialog, loading state, or setup step is not the bug. Capture the final state that distinguishes correct from broken behavior.
Use the configured repro budget. If the symptom does not reproduce within it, report a clean Could not reproduce outcome. If the environment cannot provide a required capability, report Blocked and state what was missing.
8. Capture and review evidence
For a successful repro:
- Record the full path through the symptom.
- Capture a screenshot of the broken final state.
- Save a short note with the exact steps and observed state.
- Keep artifacts in the configured temporary artifact directory.
Have a read-only media reviewer answer one question: does the evidence visibly show the discriminating broken state?
If the answer is no or uncertain, the repro is not confirmed. Capture better evidence or use Could not reproduce.
Post detailed evidence only in the operations thread when configured. Keep the source update concise.
9. Report the repro outcome
Update the operations status first.
For Could not reproduce or Blocked, post nothing in the source thread. The operations thread or run output carries the result.
For a confirmed repro, run the source preflight and post at most one unprompted source reply:
- Say the issue reproduced.
- Link the operations evidence thread when one exists.
- Include at most three short findings.
- Link the tracker issue when one exists.
- Do not ping an owner by default.
Attach evidence only when the configured Slack action keeps it inside the same source thread and the organization's retention policy allows it.
Wait for the configured rejection window. If a person shows that the setup or interpretation was wrong, correct the repro once. Do not start the fix phase until the window closes without a valid rejection.
10. Verify an existing fix
When a fix artifact exists, follow references/verify-existing-fix.md.
Verification must show the symptom on the baseline and its absence on the patched build. Both paths use the real UI twice.
Do not edit the existing fix, add a competing patch, or open a replacement pull request.
11. Qualify a bounded fix
Attempt a fix only when all of these hold:
- The outcome is a plain confirmed repro.
- Media review confirmed the broken final state.
- No existing fix artifact appeared.
- No person claimed the fix during the rejection window.
- Runtime evidence identifies the root cause.
- The likely change fits the configured fix budget and repository scope.
- The control adapter can run both baseline and patched builds.
If any condition fails, keep the repro report and stop without a pull request.
When the gate passes, update operations status to Attempting bounded fix.
12. Root-cause and implement
The coordinator owns every Slack post, the final diff review, commits, and the pull request.
Read-only workers may:
- Trace code and history
- Propose tests
- Map blast radius
- Review a diff
- Review media
They do not edit, run external writes, post status, or own the fix.
A tightly scoped code edit may be delegated during this phase only when tool isolation removes Slack credentials and every Slack write action from that worker. Its prompt must still carry the explicit Slack-write ban. The coordinator reviews the edit and runs or verifies the required tests. If tool isolation is uncertain, keep the edit in the coordinator.
Confirm the mechanism with runtime evidence. Eliminate competing hypotheses before editing.
Fix the root cause with the smallest justified change.
- Invoke pstack's
tddskill when there is a cheap local test target, and write the failing test before the fix. - State why TDD was skipped when the path is expensive, unclear, or integrati
Truncated for display — read the full file on GitHub.
Related Skills
Agent-Reach
92.6kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Scrapling
86.0k🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
ruflo
74.0k🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
algorithmic-art
177.9kCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
