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…
Skill by rahmanramsi
Chalk Labs
Need help deploying reproduce-and-fix-issues?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/rahmanramsi-reproduce-and-fix-issues
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: productivity
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions: not checked yet.
What's inside
- Skill name
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.
- License
- MIT
- Instructions
- 320 lines in SKILL.md · view on GitHub
Files (4)
- SKILL.md
- control-adapter.md · references/
- feature-map.example.md · references/
- verify-existing-fix.md · references/
SKILL.md (first lines)
# 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. A child bb thread on the same provider normally has the same Slack MCP tools, so treat its isolation as unproven unless setup verified otherwise. - Every child prompt must explicitly forbid every Slack MCP write tool, `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.com` pull request links. - Keep captures, recordings, logs, and tokens out of source control. - Use pstack's `principle-guard-the-context-window` for delegated analysis. - Apply pstack's `principle-sequence-verifiable-units`, `principle-fix-root-causes`, and `principle-prove-it-works` through repro, fix, and verification. ## 1. Select one report and freeze source coordinates A bb automation starts this run on a schedule. There is no Slack event payload. Select the report yourself, and handle exactly one per run. Stay silent during selection. The ledger at `state.ledger_path` is a tab-separated file with one row per event: UTC time, automation (`triage` or `reproduce`), source channel ID, root thread timestamp, and status. Never rewrite or delete rows. Create the file with no rows when it is missing. 1. Through the configured Slack read action, list top-level messages in the configured source channel posted within `schedule.lookback_hours`, oldest first. 2. Skip a message with any `reproduce` row in the ledger. 3. Read each remaining thread and look for a triage verdict that passes the checks in step 2 below. 4. No verdict yet: if the root is younger than `budgets.verdict_wait_minutes`, leave it for a later run. Otherwise append a `reproduce` row with status `no-verdict`. 5. An `other` marker, an untrusted author, or conflicting markers: append a `reproduce` row with status `skipped`. 6. Select the oldest message with a trusted `bug` or `performance` verdict. If none remains, stop with no posts. 7. Append a `reproduce` row with status `claimed`. Read the ledger again. If an earlier `reproduce` row exists for the same thread, another run owns it. Stop. Before making a work list or delegating: 1. Require the selected message's channel to equal the configured source channel. 2. Set `SOURCE_THREAD_TS` to the selected message's `thread_ts` when present. Otherwise use its `ts`. 3. Require a nonempty `SOURCE_THREAD_TS`. 4. Store `SOURCE_CHANNEL_ID` and `SOURCE_THREAD_TS` as immutable values. 5. Read the source thread and verify its root has those exact coordinates. 6. Fetch the source permalink. Never replace these values with a reply timestamp, operations timestamp, or status-message timestamp. Before every source-channel post: 1. Read the thread by the immutable coordinates. 2. Confirm the parent exists, is not deleted, and still belongs to the source channel. 3. Send only with `channel=SOURCE_CHANNEL_ID` and `thread_ts=SOURCE_THREAD_TS`. 4. 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. Check the triage contract Waiting for the verdict happens across scheduled runs: step 1 leaves a report without a verdict for a later run until `budgets.verdict_wait_minutes` passes. Re-read the selected thread now and stay silent. 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: ```text [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, and record the reason in the ledger. 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
From rahmanramsi/bb-pstack-plugin, MIT.
More from rahmanramsi/bb-pstack-plugin
- 0.604score
github
rahmanramsi
Use for any GitHub operation from an agent thread when pstack's GitHub App is configured: push a branch, fetch, open, view, edit, comment on, reply to or…
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
architect
rahmanramsi
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
create-verification-skill
rahmanramsi
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform.
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
how
rahmanramsi
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
interrogate
rahmanramsi
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
SkillAFreshness: A★ 3Claude Code +9 - 0.579score
automate-me
rahmanramsi
Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how…
SkillAFreshness: A★ 3Claude Code +9 - 0.578score
no-comments
rahmanramsi
Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
SkillAFreshness: A★ 3Claude Code +9 - 0.576score
maintain-verification-skill
rahmanramsi
Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature…
SkillAFreshness: A★ 3Claude Code +9 - 0.576score
arena
rahmanramsi
Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it.
SkillAFreshness: A★ 3Claude Code +9
Signals
- Stars
- 3
- Forks
- 0
- Open issues
- 4
- Last commit (this folder)
- Oct 16, 2026 (17 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/rahmanramsi/bb-pstack-plugin
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.607score
reproduce-and-fix-issues
backnotprop
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillBFreshness: B★ 2.7KClaude Code +9 - 0.381score
reproduce-and-fix-issues
minghinmatthewlam
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 46Claude Code +9 - 0.362score
reproduce-and-fix-issues
adjohn
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 8Claude Code +9 - 0.357score
reproduce-and-fix-issues
KatouRyuuji
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 5Claude Code +9 - 0.355score
reproduce-and-fix-issues
shrimpwtf
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillBFreshness: B★ 39Claude Code +9 - 0.354score
reproduce-and-fix-issues
tommy-ca
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 5Claude Code +9 - 0.349score
reproduce-and-fix-issues
Jrecos
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 3Claude Code +9 - 0.345score
reproduce-and-fix-issues
pstack-ports
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 2Claude Code +9 - 0.342score
reproduce-and-fix-issues
edheltzel
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 2Claude Code +9 - 0.339score
reproduce-and-fix-issues
Luks3110
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillBFreshness: B★ 9Claude Code +9 - 0.338score
reproduce-and-fix-issues
alexhatzo
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillAFreshness: A★ 1Claude Code +9 - 0.337score
reproduce-and-fix-issues
mdsmithaustin
Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft pull request only after…
SkillBFreshness: B★ 7Claude Code +9
More from rahmanramsi
- 0.604score
github
rahmanramsi
Use for any GitHub operation from an agent thread when pstack's GitHub App is configured: push a branch, fetch, open, view, edit, comment on, reply to or…
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
architect
rahmanramsi
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
create-verification-skill
rahmanramsi
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform.
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
how
rahmanramsi
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillAFreshness: A★ 3Claude Code +9 - 0.581score
interrogate
rahmanramsi
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
SkillAFreshness: A★ 3Claude Code +9 - 0.579score
automate-me
rahmanramsi
Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how…
SkillAFreshness: A★ 3Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get reproduce-and-fix-issues running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
reproduce-and-fix-issues skill. Agent Mart. https://agentmart.dev/skills/rahmanramsi-reproduce-and-fix-issues (last updated 2026-10-24)