Verification Gates
rohitg00/skillkit
Creates explicit validation checkpoints (verification gates) between project phases to catch errors early and ensure quality before proceeding.
Correct failures, rule violations, and acceptance criteria gaps detected during QA review.
Install Remediate Failures
$ npx skills add digipulse-engineering/GAAI-framework --skill remediate-failures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework remediate-failures --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/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .claude/skills/remediate-failures && 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 "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .claude/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failuresType 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 digipulse-engineering/GAAI-framework --skill remediate-failures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework remediate-failures --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .agents/skills/remediate-failures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .agents/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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 digipulse-engineering/GAAI-framework --skill remediate-failures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework remediate-failures --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .cursor/skills/remediate-failures && 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 "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .cursor/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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/digipulse-engineering/GAAI-framework.git --path .gaai/core/skills/delivery/remediate-failures--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 digipulse-engineering/GAAI-framework --skill remediate-failures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework remediate-failures --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .gemini/skills/remediate-failures && 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 "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .gemini/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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 digipulse-engineering/GAAI-framework remediate-failuresInstalls 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 digipulse-engineering/GAAI-framework --skill remediate-failures -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .github/skills/remediate-failures && 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 "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .github/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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 digipulse-engineering/GAAI-framework --skill remediate-failures -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digipulse-engineering/GAAI-framework remediate-failures --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.gaai/core/skills/delivery/remediate-failures .opencode/skills/remediate-failures && 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 "remediate-failures" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/delivery/remediate-failures into .opencode/skills/remediate-failures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "remediate-failures", 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
remediate-failures- GitHub stars
- 163
- Token cost
- ~620 tokens
- SKILL.md length
- 225 words
- Files
- 1
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Correct failures, rule violations, and acceptance criteria gaps detected during QA review.
- Works in 6 steps: Identify all failures precisely from the… → Map each failure to: acceptance criteria… → Determine minimal corrective changes → …
- Tasks that involve User stories
- SKILL.md covers Purpose / When to Activate, Process, Remediation Principles and Output, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Remediate Failures is an agent skill from digipulse-engineering/GAAI-framework. Correct failures, rule violations, and acceptance criteria gaps detected during QA review. Activate when qa-review returns FAIL. Fixes without redefining scope — loops until all quality gates pass.
Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works with any filesystem-based AI coding agent
It sits in Product & Project Management, covering User stories and Quality gates. The repository describes itself as: Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until…
When your agent uses it
- Tasks that involve User stories
- Tasks that involve Quality gates
Example prompts
- “/remediate-failures”
Requirements
- Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Identify all failures precisely from the QA report
- Map each failure to: acceptance criteria / rule violated / implementation section
- Determine minimal corrective changes
- Apply fixes without expanding scope
- Re-validate against Story criteria and rules
- Prepare updated inputs for QA re-run
What it can do on your machine
Read from SKILL.md and the folder at commit a26ea7a. 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.
Compatibility
Works with any filesystem-based AI coding agent
From compatibility in the SKILL.md frontmatter.
Context cost
Remediate Failures loads about 620 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 225 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 225 words (~620 tokens).
- name
- remediate-failures
- compatibility
- Works with any filesystem-based AI coding agent
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- delivery
- metadata.track
- delivery
- metadata.id
- SKILL-REMEDIATE-FAILURES-001
- metadata.updated_at
- 2026-01-27
- metadata.status
- stable
- inputs
- qa_report (failing), contexts/artefacts/stories/**, contexts/artefacts/plans/**, contexts/rules/**, memory_context_bundle (optional)
- outputs
- updated_code_changes, remediation_notes, updated_qa_inputs (for re-validation)
Files
Just SKILL.md in .gaai/core/skills/delivery/remediate-failures of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Remediate Failures 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 |
|---|---|---|---|---|---|---|
| Remediate Failures this skilldigipulse-engineering/GAAI-framework | 163 | — | ~620 | Automated safety check: Pass | Custom licence | |
| Verification Gatesrohitg00/skillkit | 1.5k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Ralph Tui Create JSONsubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Sdd Authoringmagnus919/hermes-profiles | 278 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Validation Methodologyprime-radiant-inc/greenfield | 292 | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Wwasborghei/Claude-Skills | 874 | — | ~1.4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Remediate Failures
What does Remediate Failures do?
Correct failures, rule violations, and acceptance criteria gaps detected during QA review. Remediate Failures is an agent skill from digipulse-engineering/GAAI-framework. Correct failures, rule violations, and acceptance criteria gaps detected during QA review.
When should I use Remediate Failures?
Remediate Failures fits situations like: tasks that involve User stories; tasks that involve Quality gates.
How do I install Remediate Failures in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill remediate-failures -a claude-code`. Or copy the skill folder (.gaai/core/skills/delivery/remediate-failures in digipulse-engineering/GAAI-framework) into .claude/skills/remediate-failures in your project. Claude Code loads it when a task matches its description.
How do I install Remediate Failures in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill remediate-failures -a codex`. Or copy the skill folder (.gaai/core/skills/delivery/remediate-failures in digipulse-engineering/GAAI-framework) into .agents/skills/remediate-failures in your project. Codex loads it when a task matches its description.
Can I use Remediate Failures 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 digipulse-engineering/GAAI-framework --skill remediate-failures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/remediate-failures, .gemini/skills/remediate-failures, .github/skills/remediate-failures and .opencode/skills/remediate-failures in your project.
What does Remediate Failures need to run?
SKILL.md names no scripts, command-line tools or credentials: Remediate Failures is instructions for the agent only. Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.
Does Remediate Failures 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 Remediate Failures 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 Remediate Failures use?
Remediate Failures has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Remediate Failures use?
About 620 tokens (SKILL.md is roughly 2.5k 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 Remediate Failures?
Skills that share tags, products or a category with Remediate Failures: Verification Gates (rohitg00/skillkit, 1.5k stars), Ralph Tui Create JSON (subsy/ralph-tui, 2.5k stars), Sdd Authoring (magnus919/hermes-profiles, 278 stars) and Validation Methodology (prime-radiant-inc/greenfield, 292 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Remediate Failures?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on September 29, 2026.
Source: digipulse-engineering/GAAI-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.