{"slug":"michaelshimeles-greploop-apps","name":"greploop-apps","description":"Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards.","long_description":"---\nname: greploop-apps\ndescription: >\n Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile\n gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers\n reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the\n plain @greptile mention refuses to review. Use when the user wants to fully optimize a large\n PR/MR/CL against Greptile's code review standards.\nlicense: MIT\ncompatibility: Requires git, gh (GitHub CLI) or glab (GitLab CLI) authenticated, and Greptile installed on the repo. For Perforce, requires p4 CLI authenticated.\nmetadata:\n author: greptileai\n version: \"1.3\"\nallowed-tools: Bash(gh:*) Bash(glab:*) Bash(git:*) Bash(p4:*)\n---\n\n# Greploop Apps\n\nIteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments. This variant tags `@greptile-apps` to trigger reviews, which bypasses the file-count limit that makes Greptile skip huge PRs (e.g. \"Too many files changed for review\"). Because auto-review skips those PRs, every push needs a fresh `@greptile-apps review` comment.\n\n## Inputs\n\n- **PR/MR/CL number** (optional): If not provided, detect the PR/MR for the current branch, or the default pending changelist for p4.\n\n## Instructions\n\n### 0. Detect platform\n\nFirst check for Perforce, then fall back to git remote detection:\n\n```bash\n# Check for Perforce environment\nif p4 info >/dev/null 2>&1; then\n VCS=\"perforce\"\nelse\n REMOTE_URL=$(git remote get-url origin)\n if echo \"$REMOTE_URL\" | grep -qi \"gitlab\"; then\n VCS=\"gitlab\"\n else\n VCS=\"github\"\n fi\nfi\n```\n\nFor self-hosted GitLab instances whose hostname doesn't contain \"gitlab\", the user can override by passing `--vcs gitlab` as an input. For Perforce, pass `--vcs perforce`.\n\n### 1. Identify the PR/MR/CL\n\n**GitHub:**\n```bash\ngh pr view --json number,headRefName -q '{number: .number, branch: .headRefName}'\n```\n\n**GitLab:**\n```bash\nglab mr view --output json | jq '{iid: .iid, branch: .source_branch}'\n```\n\nSwitch to the PR/MR branch if not already on it.\n\n**Perforce:**\n```bash\n# List pending changelists for current user/client\np4 changes -s pending -u $P4USER -c $P4CLIENT\n\n# Describe a specific CL\np4 describe -s \n```\n\nEnsure the correct workspace (`p4 client`) is set before proceeding.\n\nKey field differences:\n- GitHub: `number`, `headRefName`, `headRefOid`\n- GitLab: `iid`, `source_branch`, `sha`\n- Perforce: changelist number, `P4CLIENT`, shelved files\n\n### 2. Loop\n\nRepeat the following cycle. **Max 5 iterations** to avoid runaway loops.\n\n#### A. Trigger Greptile review\n\nPush/shelve the latest changes (if any):\n\n**GitHub/GitLab:**\n```bash\ngit push\n```\n\n**Perforce:**\n```bash\n# Re-shelve to update the shelved files for review\np4 shelve -f -c \n```\n\nWait for checks to start after push/shelve:\n\n```bash\nsleep 5\n```\n\n**GitHub** — check if Greptile is already running before posting a new trigger comment:\n\n```bash\nGREPTILE_STATE=$(gh pr checks --json name,state | jq -r '.[] | select(.name | test(\"greptile\"; \"i\")) | .state')\n```\n\nIf Greptile is **not** already running (`PENDING` or `IN_PROGRESS`), request a fresh review:\n\n```bash\nif [ \"$GREPTILE_STATE\" != \"PENDING\" ] && [ \"$GREPTILE_STATE\" != \"IN_PROGRESS\" ]; then\n gh pr comment --body \"@greptile-apps review\"\nfi\n```\n\nThen poll for the Greptile check run to complete:\n\n```bash\nHEAD_SHA=$(gh pr view --json headRefOid -q .headRefOid)\nATTEMPTS=0\nMAX_ATTEMPTS=60\nPOLL_INTERVAL_SECONDS=10\n\nwhile true; do\n ATTEMPTS=$((ATTEMPTS + 1))\n if [ \"$ATTEMPTS\" -gt \"$MAX_ATTEMPTS\" ]; then\n echo \"Timed out waiting for the Greptile check run after approximately 10 minutes.\" >&2\n exit 1\n fi\n\n GREPTILE_CHECK=$(gh api \"repos/{owner}/{repo}/commits/$HEAD_SHA/check-runs\" \\\n --jq '.check_runs[] | select(.name | test(\"greptile\"; \"i\"))' 2>/dev/null)\n \n if [ -z \"$GREPTILE_CHECK\" ]; then\n echo \"Waiting for Greptile check to appear...\"\n sleep \"$POLL_INTERVAL_SECONDS\"\n continue\n fi\n \n STATUS=$(echo \"$GREPTILE_CHECK\" | jq -r '.status // \"completed\"')\n CONCLUSION=$(echo \"$GREPTILE_CHECK\" | jq -r '.conclusion // \"pending\"')\n \n if [ \"$STATUS\" = \"completed\" ]; then\n if [ \"$CONCLUSION\" = \"success\" ]; then\n echo \"Greptile check passed!\"\n else\n echo \"Greptile check completed with: $CONCLUSION\"\n fi\n break\n fi\n \n echo \"Waiting for Greptile... (status: $STATUS)\"\n sleep \"$POLL_INTERVAL_SECONDS\"\ndone\n```\n\n**Huge-PR fallback:** on PRs over Greptile's file limit, the tagged review may never create a check run for the new head — Greptile instead edits its existing summary comment when it finishes. If the check run has not appeared after a few attempts, poll the latest Greptile-authored issue comment instead and stop when its `updated_at` moves past the time you posted the trigger and its body carries a confidence score (rather than the \"Too many files changed\" notice):\n\n```bash\ngh api --paginate \"repos/{owner}/{repo}/issues//comments?per_page=100\" \\\n --jq '[.[] | select(.user.login | test(\"greptile\"; \"i\"))] | sort_by(.updated_at) | last | {updated_at, body}'\n```\n\nIf polling times out, stop the greploop workflow and report the timeout. Do not continue with stale or missing review results.\n\n**GitLab** — check if Greptile is already running before posting a trigger comment:\n\n```bash\nPIPELINES=$(glab api \"projects/:fullpath/merge_requests//pipelines\")\nGREPTILE_RUNNING=$(echo \"$PIPELINES\" | jq '[.[] | select(.status == \"running\" or .status == \"pending\")] | length')\n```\n\nIf no pipeline is running, post a trigger comment:\n\n```bash\nif [ \"$GREPTILE_RUNNING\" = \"0\" ]; then\n glab mr note --message \"@greptile-apps review\"\nfi\n```\n\n**Perforce** — Perforce does not have native check runs. If Greptile is integrated via a webhook triggered on `p4 shelve`, wait for it to process. Check your Greptile installation's webhook endpoint or dashboard for the review status. Poll by re-fetching the Greptile review comment on the CL until a score appears.\n\nThen poll for the Greptile pipeline job to complete (see [GitLab API reference](references/gitlab-api.md)):\n\n```bash\nHEAD_SHA=$(glab mr view --output json | jq -r '.sha')\nATTEMPTS=0\nMAX_ATTEMPTS=60\nPOLL_INTERVAL_SECONDS=10\n\nwhile true; do\n ATTEMPTS=$((ATTEMPTS + 1))\n if [ \"$ATTEMPTS\" -gt \"$MAX_ATTEMPTS\" ]; then\n echo \"Timed out waiting for the Greptile pipeline job after approximately 10 minutes.\" >&2\n exit 1\n fi\n\n PIPELINES=$(glab api \"projects/:fullpath/merge_requests//pipelines\")\n # Find the most recent pipeline for this SHA\n PIPELINE_ID=$(echo \"$PIPELINES\" | jq -r --arg sha \"$HEAD_SHA\" \\\n '[.[] | select(.sha == $sha)] | sort_by(.id) | last | .id // empty')\n\n if [ -z \"$PIPELINE_ID\" ]; then\n echo \"Waiting for Greptile pipeline to appear...\"\n sleep \"$POLL_INTERVAL_SECONDS\"\n continue\n fi\n\n JOBS=$(glab api \"projects/:fullpath/pipelines/$PIPELINE_ID/jobs\")\n GREPTILE_JOB=$(echo \"$JOBS\" | jq '.[] | select(.name | test(\"greptile\"; \"i\"))')\n\n if [ -z \"$GREPTILE_JOB\" ]; then\n echo \"Waiting for Greptile job to appear...\"\n sleep \"$POLL_INTERVAL_SECONDS\"\n continue\n fi\n\n JOB_STATUS=$(echo \"$GREPTILE_JOB\" | jq -r '.status')\n\n if [ \"$JOB_STATUS\" = \"success\" ] || [ \"$JOB_STATUS\" = \"failed\" ] || [ \"$JOB_STATUS\" = \"canceled\" ]; then\n echo \"Greptile job completed with: $JOB_STATUS\"\n break\n fi\n\n echo \"Waiting for Greptile... (status: $JOB_STATUS)\"\n sleep \"$POLL_INTERVAL_SECONDS\"\ndone\n```\n\nIf polling times out, stop the greploop workflow and report the timeout. Do not continue with stale or missing review results.\n\n#### B. Fetch Greptile review results\n\nGreptile may surface its score in several places — check **all** of the relevant sources:\n\n**GitHub:**\n\n**1. PR description (body):**\n```bash\ngh pr view --json body -q '.body'\n```\n\n**2. General PR comments (issue comments):**\n```bash\ngh api --paginate \"repos/{owner}/{repo}/issues//comments?per_page=100\"\n```\n\nFilter for Greptile-authored comments and use the body from the most recently updated comment (`updated_at`), not the most recently created comment. Greptile may edit the same general PR comment on each review cycle; parse the current body, including the \"Prompt to fix all with AI\" section, before deciding there are no remaining issues.\n\n**3. PR reviews:**\n```bash\ngh api repos/{owner}/{repo}/pulls//reviews\n```\n\nLook for the most recent entry from `greptile-apps[bot]` or `greptile-apps-staging[bot]`.\n\n**GitLab:**\n\n**1. MR description (body):**\n```bash\nglab mr view --output json | jq -r '.description'\n```\n\n**2. MR notes (comments):**\n```bash\nglab api \"projects/:fullpath/merge_requests//notes\"\n```\n\nFilter for notes from the Greptile bot user (check the `author.username` field — the exact username may vary per installation; verify on first run).\n\n**Perforce:**\n\n**1. CL description:**\n```bash\np4 describe -s \n```\nCheck the description field for a Greptile-appended score block.\n\n**2. CL comments / review notes:**\nIf your installation uses a review tool such as Helix Swarm, fetch comments via its API.\n\nExample (Swarm API):\nGET /api/v11/comments?topic=reviews/\n\nResponse fields of interest typically include:\n- user (author username)\n- body (comment text)\n- flags/state indicating whether the comment is resolved\n\nFilter to comments authored by the Greptile bot:\n- Prefer exact username match if known\n- Otherwise, use a heuristic where the author name contains \"greptile\" (case-insensitive)\n\nFor all platforms, parse the text for:\n- **Confidence score**: a pattern like `3/5` or `5/5` (or `Confidence: 3/5`).\n- **Comment count**: Number of inline review comments noted in the summary.\n\nUse whichever source has the **most recently updated** score. For GitHub, prefer `updated_at` from issue comments when comparing an edited Greptile summary against older review entries.\n\nAlso fetch all unresolved inline comments:\n\n**GitHub:**\n```bash\ngh api repos/{owner}/{repo}/pulls//comments\n```\n\nAlso carry forward actionable items from the latest Greptile general PR comment, especially the \"Prompt to fix all with AI\" section, even if the inline comment endpoint returns zero unresolved comments.\n\n**GitLab:**\n```bash\nglab api \"projects/:fullpath/merge_requests//discussions\"\n```\n\nFilter to `DiffNote` type discussions (`notes[0].type == \"DiffNote\"`) from Greptile that are on the latest commit and not yet resolved (`\"resolved\": false`).\n\n**Perforce:**\nIf using Swarm:\n\n# Fetch inline diff comments for the review associated with the CL\nGET /api/v11/comments?topic=reviews/\n\nFilter to comments from the Greptile bot user that have not been marked as resolved/addressed.\n\n#### C. Check exit conditions\n\nStop the loop if **any** of these are true:\n\n- Confidence score is **5/5** AND there are **zero unresolved comments**\n- Max iterations reached (report current state)\n\n#### D. Fix actionable comments\n\nFor each unresolved Greptile comment:\n\n1. Read the file and understand the comment in context.\n2. Determine if it's actionable (code change needed) or informational.\n3. If actionable, make the fix.\n4. If informational or a false positive, note it but still resolve the thread.\n\n#### E. Resolve threads\n\n**GitHub** — fetch unresolved review threads and resolve all that have been addressed (see [GraphQL reference](references/graphql-queries.md)):\n\n```bash\ngh api graphql -f query='\nquery($cursor: String) {\n repository(owner: \"OWNER\", name: \"REPO\") {\n pullRequest(number: PR_NUMBER) {\n reviewThreads(first: 100, after: $cursor) {\n pageInfo { hasNextPage endCursor }\n nodes {\n id\n isResolved\n comments(first: 1) {\n nodes { body path author { login } }\n }\n }\n }\n }\n }\n}'\n```\n\nResolve addressed threads:\n\n```bash\ngh api graphql -f query='\nmutation {\n t1: resolveReviewT","tagline":"Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on hug","category":"coding-agents","tags":["agent-skill"],"author":"michaelshimeles","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"michaelshimeles/skills","creatorName":"michaelshimeles","creatorUrl":"https://github.com/michaelshimeles","sourceUrl":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":332,"forks":47,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":40.91},"quality":{"score":72,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"332","tone":"neutral"},{"label":"Freshness","value":"6d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete."]},"trust":{"version":"trust-score-v5","score":61,"base_score":69,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["61/100 Trust Score v5","69/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"332 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"6d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":48,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"332 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"6d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"332 GitHub stars","repoActivity":"332 stars, 47 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","install":"npx skills add michaelshimeles/skills --skill greploop-apps","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add michaelshimeles/skills --skill greploop-apps","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["coding-agents","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add michaelshimeles/skills --skill greploop-apps","trust_score":61,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["coding-agents","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":69,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":61,"base_score":69,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["61/100 Trust Score v5","69/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"332 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"6d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":48,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"332 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"6d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"332 GitHub stars","repoActivity":"332 stars, 47 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","install":"npx skills add michaelshimeles/skills --skill greploop-apps","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add michaelshimeles/skills --skill greploop-apps","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["coding-agents","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add michaelshimeles/skills --skill greploop-apps","trust_score":61,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["coding-agents","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":69,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":69,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"332 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"6d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":48,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"332 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"332 stars, 47 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"6d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add michaelshimeles/skills --skill greploop-apps"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"evidence":{"stars":"332 GitHub stars","repoActivity":"332 stars, 47 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","install":"npx skills add michaelshimeles/skills --skill greploop-apps","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add michaelshimeles/skills --skill greploop-apps","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","6d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["coding-agents","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":46,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","46/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","46/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":70,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate greploop-apps before installing it in an agent workflow","coding-agents","GitHub automation workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add michaelshimeles/skills --skill greploop-apps"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add michaelshimeles/skills --skill greploop-apps"]},{"id":"trust_score","label":"Trust score","status":"warn","score":69,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","332 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":46,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"6d since push","evidence":["6d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps/evals","api":"/api/agent/evals?slug=michaelshimeles-greploop-apps","text":"/api/agent/evals?slug=michaelshimeles-greploop-apps&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"michaelshimeles-greploop-apps","name":"greploop-apps","description":"Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards.","category":"coding-agents","url":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","github_repo":"michaelshimeles/skills"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add michaelshimeles/skills --skill greploop-apps","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add michaelshimeles-greploop-apps"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"greploop-apps\" agent skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"greploop-apps\" as a Claude Code skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"greploop-apps\" from https://github.com/michaelshimeles/skills/tree/main/greploop-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/michaelshimeles-greploop-apps/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/michaelshimeles-greploop-apps"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"332 GitHub stars","repoActivity":"332 stars, 47 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","install":"npx skills add michaelshimeles/skills --skill greploop-apps","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["coding-agents","agent-skill"],"known_risks":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":72,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"6d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review"],"agent_contract":{"task_input":"Use greploop-apps in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 78/100 Needs review","Safety: 46/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"michaelshimeles-greploop-apps (greploop-apps)","install_command":"npx skills add michaelshimeles/skills --skill greploop-apps","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"","skill_slug":"michaelshimeles-greploop-apps","task":"Use greploop-apps in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps","api":"https://www.openagentskill.com/api/agent/skills/michaelshimeles-greploop-apps","audit":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=michaelshimeles-greploop-apps&task=Use%20greploop-apps%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20greploop-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20greploop-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/michaelshimeles-greploop-apps/install","manifest":"https://www.openagentskill.com/api/registry/manifest/michaelshimeles-greploop-apps"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"michaelshimeles-greploop-apps","name":"greploop-apps","description":"Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards.","category":"coding-agents","url":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","github_repo":"michaelshimeles/skills"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add michaelshimeles/skills --skill greploop-apps","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add michaelshimeles-greploop-apps"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"greploop-apps\" agent skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"greploop-apps\" as a Claude Code skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"greploop-apps\" from https://github.com/michaelshimeles/skills/tree/main/greploop-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/michaelshimeles-greploop-apps/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/michaelshimeles-greploop-apps"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"332 GitHub stars","repoActivity":"332 stars, 47 forks","lastPushed":"6d since push","license":"MIT","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","install":"npx skills add michaelshimeles/skills --skill greploop-apps","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["coding-agents","agent-skill"],"known_risks":["The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":72,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"6d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review"],"agent_contract":{"task_input":"Use greploop-apps in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 78/100 Needs review","Safety: 46/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"michaelshimeles-greploop-apps (greploop-apps)","install_command":"npx skills add michaelshimeles/skills --skill greploop-apps","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"","skill_slug":"michaelshimeles-greploop-apps","task":"Use greploop-apps in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps","api":"https://www.openagentskill.com/api/agent/skills/michaelshimeles-greploop-apps","audit":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=michaelshimeles-greploop-apps&task=Use%20greploop-apps%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20greploop-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20greploop-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/michaelshimeles-greploop-apps/install","manifest":"https://www.openagentskill.com/api/registry/manifest/michaelshimeles-greploop-apps"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"github-automation","title":"GitHub automation"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","Cursor","CLI","Codex"],"install":{"ready":true,"command":"npx skills add michaelshimeles/skills --skill greploop-apps","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":332,"starsLabel":"332","forks":47,"license":"MIT","qualityScore":72,"trustScore":69,"auditScore":78},"maintenance":{"status":"fresh","label":"6d since push","daysSincePush":6,"lastPushedAt":"2026-09-01T12:55:51+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"]},"coverageTags":["Coding","GitHub automation","coding-agents","agent-skill"]},"audit":{"audit_score":78,"risk_level":"needs_review","risk_label":"Needs review","quality_score":72,"trust_score":69,"maintenance_score":100,"security_score":75,"install_score":92,"warnings":["Permission surface may require sandboxing","The SKILL.md excerpt shows a truncated 'Huge-PR fallback' section; the full file likely contains the complete logic, but the provided excerpt is incomplete.","The skill relies on external services (Greptile) and assumes the agent has appropriate permissions to push, comment, and modify PRs; this could be risky if used without human oversight, but the skill itself does not introduce additional security risks.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 332 stars, 47 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":17.66,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","Cursor"],"use_cases":[{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"}],"stacks":[{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"}],"install":"npx skills add michaelshimeles/skills --skill greploop-apps","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add michaelshimeles-greploop-apps","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"greploop-apps\" agent skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"greploop-apps\" as a Claude Code skill from https://github.com/michaelshimeles/skills/tree/main/greploop-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"greploop-apps\" from https://github.com/michaelshimeles/skills/tree/main/greploop-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments. Identical to greploop, but triggers reviews by tagging @greptile-apps, which bypasses Greptile's file-count limit on huge PRs that the plain @greptile mention refuses to review. Use when the user wants to fully optimize a large PR/MR/CL against Greptile's code review standards. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"michaelshimeles-greploop-apps\",\"task\":\"Install greploop-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","github_repo":"michaelshimeles/skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/michaelshimeles-greploop-apps","repository":"https://github.com/michaelshimeles/skills/tree/main/greploop-apps","api":"/api/agent/skills/michaelshimeles-greploop-apps","install_api":"/api/skills/michaelshimeles-greploop-apps/install"},"meta":{"created_at":"2026-09-01T13:40:40.862707+00:00","updated_at":"2026-09-01T13:40:40.944048+00:00","agent_friendly":true}}