Report
microsoft/data-formulator
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…
Agent skill
Confirm Failures Are Causally Linked To The Task Before Reportin
confirm failures are causally linked to the task before reporting rejection
MITAuto-check passed
Install Confirm Failures Are Causally Linked To The Task Before Reportin
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportin --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .claude/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.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/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .claude/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportinType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportin --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .agents/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .agents/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportin --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .cursor/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .cursor/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ZaxbyHub/opencode-swarm.git --path .opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportin --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .gemini/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .gemini/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportinInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .github/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .github/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZaxbyHub/opencode-swarm confirm-failures-are-causally-linked-to-the-task-before-reportin --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin .opencode/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "confirm-failures-are-causally-linked-to-the-task-before-reportin" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin into .opencode/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "confirm-failures-are-causally-linked-to-the-task-before-reportin", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
confirm-failures-are-causally-linked-to-the-task-before-reportin- GitHub stars
- 494
- Token cost
- ~397 tokens
- SKILL.md length
- 113 words
- Files
- 1
- Skills in repo
- 91
- Repo updated
- First seen
- Licence
- MIT
At a glance
confirm failures are causally linked to the task before reporting rejection
- SKILL.md covers Trigger, Required Procedure, Forbidden Shortcuts and Delegation Template, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Confirm Failures Are Causally Linked To The Task Before Reportin is an agent skill from ZaxbyHub/opencode-swarm. confirm failures are causally linked to the task before reporting rejection
Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review. The licence is MIT.
Example prompts
- “/confirm-failures-are-causally-linked-to-the-task-before-reportin”
What it can do on your machine
Read from SKILL.md and the folder at commit b63a4bd. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Confirm Failures Are Causally Linked To The Task Before Reportin loads about 397 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 113 words of instructions outside code blocks.
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 ZaxbyHub/opencode-swarm at commit b63a4bd, republished under its MIT licence (© ZaxbyHub). 113 words, ~397 tokens.
Download SKILL.mdSave it as
.claude/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin/SKILL.md (or your agent's skills folder).- name
- confirm-failures-are-causally-linked-to-the-task-before-reportin
- description
- confirm failures are causally linked to the task before reporting rejection
- generated_from_knowledge
- 820286b2-e40c-40f9-95d0-5ae2191c904f
- source_knowledge_ids
- 820286b2-e40c-40f9-95d0-5ae2191c904f
- generated_at
- 2026-07-14T05:31:49.399Z
- confidence
- 0.6
- status
- active
- version
- 1
- skill_origin
- generated
<!-- generated by opencode-swarm skill-generator. Do not edit by hand; edits will be preserved on regeneration only with controlled update mode. -->confirm failures are causally linked to the task before reporting rejection
Trigger
- (no explicit trigger metadata; cluster derived from category/tags)
Required Procedure
- confirm failures are causally linked to the task before reporting rejection
- separate pre-existing failures from task-introduced regressions in test reports
Forbidden Shortcuts
- (none recorded)
Delegation Template
When delegating a task affected by this skill, include:
SKILLS: file:.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin/SKILL.mdReviewer Checks
- Verify each required action above appears in the diff.
Test Engineer Checks
- Add or update tests covering the trigger condition and the forbidden shortcut.
Source Knowledge IDs
- 820286b2-e40c-40f9-95d0-5ae2191c904f — When test_engineer reports failures, verify whether they are pre-existing and unrelated to the task scope before rejecting coder work — unrelated failures should not block task completion.
© ZaxbyHub, MIT. 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 .opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin of ZaxbyHub/opencode-swarm.
Open the folder on GitHubat commit b63a4bd
Compare with similar skills
Confirm Failures Are Causally Linked To The Task Before Reportin 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Confirm Failures Are Causally Linked To The Task Before Reportin this skillZaxbyHub/opencode-swarm | 494 | — | ~397 | Automated safety check: Pass | MIT | |
| Reportmicrosoft/data-formulator | 18k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Reportalirezarezvani/claude-skills | 28k | 1 repos | ~727 | Automated safety check: Pass | MIT | |
| Bugcrowd Reportingsickn33/agentic-awesome-skills | 47k | 1 repos | ~5.9k | Automated safety check: Pass | MIT | |
| Reportsgarrytan/gbrain | 31k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Reports Analyticssickn33/agentic-awesome-skills | 47k | 1 repos | ~3.4k | Automated safety check: Pass | MIT |
Similar skills
- Official
Report
alirezarezvani/claude-skills
Generate test report. An agent skill from alirezarezvani/claude-skills.
Bugcrowd Reporting
sickn33/agentic-awesome-skills
Bugcrowd-specific reporting tactics complementing report-writing
Reports
garrytan/gbrain
Save and load timestamped reports. An agent skill from garrytan/gbrain.
Reports Analytics
sickn33/agentic-awesome-skills
Report register: type, source modules, owner, audience, frequency, last and next run and report link.
Report Writing
sickn33/agentic-awesome-skills
Bug bounty report writing for H1/Bugcrowd/Intigriti/Immunefi
More from ZaxbyHub/opencode-swarm
All 91 skills in this repoCodebase Review Swarm
ZaxbyHub/opencode-swarm
Runs an evidence-gated, quote-grounded audit of a codebase for security, QA, accessibility, performance and more, and writes a verified report without changing source files.
Issue Tracer
ZaxbyHub/opencode-swarm
Drives a bug report from validation and root-cause tracing through a critic-reviewed plan, an approved minimal fix and a PR-ready closure, never merging without recorded human approval.
Commit and PR Publishing for Codex
ZaxbyHub/opencode-swarm
Codex adapter for opencode-swarm that governs commits, pushes, draft PRs, PR body updates and CI closeout, deferring to the repo's canonical commit-pr protocol.
Durable Session State
ZaxbyHub/opencode-swarm
Keeps plans, decisions, evidence and reviewer verdicts in small files so long multi-phase tasks survive context compaction and session resumes.
Swarm PR Feedback Closer
ZaxbyHub/opencode-swarm
Ingests existing pull request feedback such as review comments and CI failures, verifies each claim, fixes confirmed issues and reports closure status for every item.
Swarm PR Subscribe
ZaxbyHub/opencode-swarm
Monitor a pull request after creation and act autonomously on pushed PR activity.
Questions about Confirm Failures Are Causally Linked To The Task Before Reportin
What does Confirm Failures Are Causally Linked To The Task Before Reportin do?
confirm failures are causally linked to the task before reporting rejection. Confirm Failures Are Causally Linked To The Task Before Reportin is an agent skill from ZaxbyHub/opencode-swarm.
How do I install Confirm Failures Are Causally Linked To The Task Before Reportin in Claude Code?
Run `npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a claude-code`. Or copy the skill folder (.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin in ZaxbyHub/opencode-swarm) into .claude/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin in your project. Claude Code loads it when a task matches its description.
How do I install Confirm Failures Are Causally Linked To The Task Before Reportin in Codex?
Run `npx skills add ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a codex`. Or copy the skill folder (.opencode/skills/generated/confirm-failures-are-causally-linked-to-the-task-before-reportin in ZaxbyHub/opencode-swarm) into .agents/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin in your project. Codex loads it when a task matches its description.
Can I use Confirm Failures Are Causally Linked To The Task Before Reportin 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 ZaxbyHub/opencode-swarm --skill confirm-failures-are-causally-linked-to-the-task-before-reportin -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin, .gemini/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin, .github/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin and .opencode/skills/confirm-failures-are-causally-linked-to-the-task-before-reportin in your project.
What does Confirm Failures Are Causally Linked To The Task Before Reportin need to run?
SKILL.md names no scripts, command-line tools or credentials: Confirm Failures Are Causally Linked To The Task Before Reportin is instructions for the agent only.
Does Confirm Failures Are Causally Linked To The Task Before Reportin access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Confirm Failures Are Causally Linked To The Task Before Reportin 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 Confirm Failures Are Causally Linked To The Task Before Reportin use?
Confirm Failures Are Causally Linked To The Task Before Reportin is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Confirm Failures Are Causally Linked To The Task Before Reportin use?
About 397 tokens (SKILL.md is roughly 1.6k 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 Confirm Failures Are Causally Linked To The Task Before Reportin?
Skills that share tags, products or a category with Confirm Failures Are Causally Linked To The Task Before Reportin: Report (microsoft/data-formulator, 18k stars), Report (alirezarezvani/claude-skills, 28k stars), Bugcrowd Reporting (sickn33/agentic-awesome-skills, 47k stars) and Reports (garrytan/gbrain, 31k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Confirm Failures Are Causally Linked To The Task Before Reportin?
ZaxbyHub (a GitHub organization) maintains it in ZaxbyHub/opencode-swarm, which has 494 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on October 10, 2026.
Source: ZaxbyHub/opencode-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.