{"id":"eea424f4-afa9-40d2-a83c-39a2164554ab","entityType":"agent","slug":"clawhub-dietrichgebert-ponytail-gain","name":"ponytail-gain","canonicalUrl":"https://www.xpersona.co/agent/clawhub-dietrichgebert-ponytail-gain","canonicalPath":"/agent/clawhub-dietrichgebert-ponytail-gain","generatedAt":"2026-10-10T10:52:21.649Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":null},"description":"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Skill: ponytail-gain Owner: dietrichgebert Summary: Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Tags: latest:5.1.0 Version history: v5.1.0 | 2026-10-08T16:21:11.261Z | auto - Updated benchmark data to reflect Ponytail 5 with expanded test set (39 tasks, Opus 5.5, 5 runs each, including hidden quality checks and diverse task ty","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.6K downloads reported by the source. Last updated 10/10/2026.","installCommand":"clawhub skill install s17beee6vfcnpy9kq5vh15rzzh88rnca:ponytail-gain","sourceUrl":"https://clawhub.ai/dietrichgebert/ponytail-gain","homepage":"https://clawhub.ai/dietrichgebert/skills/ponytail-gain","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/dietrichgebert/ponytail-gain","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/dietrichgebert/skills/ponytail-gain","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":64,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Skill: ponytail-gain Own"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":null},"stars":null,"forks":null,"downloads":1567,"packageName":null,"latestVersion":"5.1.0","tractionLabel":"1.6K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":null},"lastUpdatedAt":"2026-10-10T08:09:47.392Z","lastCrawledAt":"2026-10-10T08:09:47.392Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-11T08:09:47.392Z","lastVerifiedAt":null,"highlights":[{"version":"5.1.0","createdAt":"2026-10-08T16:21:11.261Z","changelog":"- Updated benchmark data to reflect Ponytail 5 with expanded test set (39 tasks, Opus 5.5, 5 runs each, including hidden quality checks and diverse task types). - Revised scoreboard metrics: new figures for code, tokens, cost, and time; added hidden check/test pass rates. - Improved description of benchmark methodology and figures’ calculation (geometric mean of per-task medians). - Removed outdated file: skill-card.md.","fileCount":3,"zipByteSize":2382},{"version":"4.13.0","createdAt":"2026-10-05T18:57:28.496Z","changelog":"- Removed the skill-card.md file. - No changes to core functionality or behavior.","fileCount":3,"zipByteSize":2259},{"version":"4.12.0","createdAt":"2026-10-05T03:45:18.249Z","changelog":"- Updates scoreboard figures to use new agentic benchmark averages (12 tasks, Haiku 4.5, FastAPI + React repo, 4 runs each). - Adds new measured metrics: tokens, time, and explicit \"safety kept\" (100%). - Revises scoreboard presentation: clearer labels, percentages, and change from baseline. - Updates figure sources and benchmark descriptions for greater accuracy. - Removes skill-card.md file.","fileCount":3,"zipByteSize":2263},{"version":"4.11.0","createdAt":"2026-10-04T22:56:13.865Z","changelog":"- Removed the skill-card.md file. - No changes to core functionality or user-facing features.","fileCount":3,"zipByteSize":2156},{"version":"4.10.3","createdAt":"2026-10-03T02:37:08.800Z","changelog":"- Removed the skill-card.md file. - No changes to core functionality or documentation content.","fileCount":3,"zipByteSize":2150},{"version":"4.10.2","createdAt":"2026-10-03T01:32:23.019Z","changelog":"- Removed the skill-card.md file. - No changes to core skill functionality or documentation content. - Scoreboard display and usage remain unchanged.","fileCount":3,"zipByteSize":2182},{"version":"4.10.1","createdAt":"2026-10-02T15:12:44.170Z","changelog":"- Removed the skill-card.md file. - No functional or feature changes to the skill itself.","fileCount":3,"zipByteSize":2188},{"version":"4.9.0","createdAt":"2026-08-07T21:16:34.717Z","changelog":"- Removed the file skill-card.md. - No changes made to core logic or documentation in SKILL.md.","fileCount":3,"zipByteSize":2298}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17beee6vfcnpy9kq5vh15rzzh88rnca:ponytail-gain","setupComplexity":"low","setupSteps":["Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T10:52:21.648Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-dietrichgebert-ponytail-gain/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":null},"readme":"Skill: ponytail-gain\n\nOwner: dietrichgebert\n\nSummary: Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.\n\nTags: latest:5.1.0\n\nVersion history:\n\nv5.1.0 | 2026-10-08T16:21:11.261Z | auto\n\n- Updated benchmark data to reflect Ponytail 5 with expanded test set (39 tasks, Opus 5.5, 5 runs each, including hidden quality checks and diverse task types).\n- Revised scoreboard metrics: new figures for code, tokens, cost, and time; added hidden check/test pass rates.\n- Improved description of benchmark methodology and figures’ calculation (geometric mean of per-task medians).\n- Removed outdated file: skill-card.md.\n\nv4.13.0 | 2026-10-05T18:57:28.496Z | auto\n\n- Removed the skill-card.md file.\n- No changes to core functionality or behavior.\n\nv4.12.0 | 2026-10-05T03:45:18.249Z | auto\n\n- Updates scoreboard figures to use new agentic benchmark averages (12 tasks, Haiku 4.5, FastAPI + React repo, 4 runs each).\n- Adds new measured metrics: tokens, time, and explicit \"safety kept\" (100%).\n- Revises scoreboard presentation: clearer labels, percentages, and change from baseline.\n- Updates figure sources and benchmark descriptions for greater accuracy.\n- Removes skill-card.md file.\n\nv4.11.0 | 2026-10-04T22:56:13.865Z | auto\n\n- Removed the skill-card.md file.\n- No changes to core functionality or user-facing features.\n\nv4.10.3 | 2026-10-03T02:37:08.800Z | auto\n\n- Removed the skill-card.md file.\n- No changes to core functionality or documentation content.\n\nv4.10.2 | 2026-10-03T01:32:23.019Z | auto\n\n- Removed the skill-card.md file.\n- No changes to core skill functionality or documentation content.\n- Scoreboard display and usage remain unchanged.\n\nv4.10.1 | 2026-10-02T15:12:44.170Z | auto\n\n- Removed the skill-card.md file.\n- No functional or feature changes to the skill itself.\n\nv4.9.0 | 2026-08-07T21:16:34.717Z | auto\n\n- Removed the file skill-card.md.\n- No changes made to core logic or documentation in SKILL.md.\n\nv4.8.4 | 2026-06-29T05:34:36.357Z | auto\n\n- Removed the skill-card.md file.\n- No changes made to logic or functionality.\n\nv4.8.3 | 2026-06-24T02:37:20.044Z | auto\n\n- Removed the file skill-card.md.\n- No functional changes to the skill's behavior.\n\nv4.8.1 | 2026-06-23T21:01:57.937Z | auto\n\n- Updated description to emphasize one-shot scoreboard display without side effects.\n- Clarified that all figures are published benchmark medians from five tasks across three models.\n- Added explicit instructions to never print per-repo savings; only reference ledger/card files.\n- Scoreboard now uses plain ASCII bars, with clearer comparison labels and percentage ranges.\n- Reiterated strict boundaries: no mode changes, no file writes, no persistence.\n\nArchive index:\n\nArchive v5.1.0: 3 files, 2382 bytes\n\nFiles: skill-card.md (1513b), SKILL.md (2241b), _meta.json (132b)\n\nFile v5.1.0:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published agentic benchmark of Ponytail 5: headless Claude\nCode (Opus 5.5, default effort) on 39 tasks (feature tickets in a real FastAPI +\nReact repo, bug fixes, security and privacy cases, small apps), 5 runs each,\nagainst the same agent without the skill. 18 of the tasks have hidden checks\nfor correctness and safety. Each figure is the geometric mean of the per-task\nmedians. They are measured, not computed from the current repo.\nSource: `benchmarks/results/2026-10-07-agentic.md` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows ponytail as a share of the\nno-skill baseline; the label carries the exact figure:\n\n```\n  ponytail gain           benchmark · 39 tasks × 5 runs · Opus 5.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   47%   ▼ 53%\n  Output tokens   ███████████·········   55%   ▼ 45%\n  Cost            ███████████████·····   74%   ▼ 26%\n  Time            ████████████········   59%   ▼ 41%\n  Hidden checks passed   97%  (no-skill 96%)\n  Tests where the logic needs one   98%  (no-skill 68%)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark averages, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v5.1.0:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"5.1.0\",\n  \"publishedAt\": 1791476471261\n}\n\nFile v5.1.0:skill-card.md\n\n## Description:\n\nDisplays published Ponytail 5 benchmark results as a one-shot scoreboard without changing the current repository.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and other agent users can view the published Ponytail 5 benchmark comparison for code size, tokens, cost, time, and quality checks without altering their repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark figures could be mistaken for measured savings in the current repository.\n\nMitigation: Present the figures as published benchmark claims only; do not claim repository-specific savings without a measured baseline.\n\n## Reference(s):\n\n- [Ponytail project homepage](https://github.com/DietrichGebert/ponytail)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text scoreboard with labeled bars and percentages]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display; no edits, persistent state, or repository-specific savings calculations.]\n\n## Skill Version(s):\n\n5.1.0 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.13.0: 3 files, 2259 bytes\n\nFiles: skill-card.md (1498b), SKILL.md (2070b), _meta.json (133b)\n\nFile v4.13.0:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published agentic benchmark averages: a headless Claude\nCode session (Haiku 4.5) doing 12 feature tickets on a real FastAPI + React\nrepo, each task averaged over 4 runs, against the same agent without the\nskill, plus 6 safety tasks. They are measured, not computed from the current\nrepo. Source: `benchmarks/results/2026-06-18-agentic.md` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows ponytail as a share of the\nno-skill baseline; the label carries the exact figure:\n\n```\n  ponytail gain                  benchmark average · 12 tasks · Haiku 4.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   46%   ▼ 54%\n  Tokens          ████████████████····   78%   ▼ 22%\n  Cost            ████████████████····   80%   ▼ 20%\n  Time            ███████████████·····   73%   ▼ 27%\n  Safety kept     100%  (validation, error handling, security)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark averages, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.13.0:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.13.0\",\n  \"publishedAt\": 1791226648496\n}\n\nFile v4.13.0:skill-card.md\n\n## Description:\n\nDisplays a one-shot scoreboard of published agentic benchmark averages for code size, token use, cost, and time.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers can view published benchmark averages in a compact scoreboard without changing files or claiming savings for their current repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark savings could be mistaken for measured savings in the current repository.\n\nMitigation: Present the figures as benchmark averages only; do not claim repository-specific savings.\n\n## Reference(s):\n\n- [Ponytail homepage](https://github.com/DietrichGebert/ponytail)\n- [Ponytail Gain on ClawHub](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text ASCII-style scoreboard]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot benchmark averages; no repository-specific savings measurement or file changes.]\n\n## Skill Version(s):\n\n4.13.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.12.0: 3 files, 2263 bytes\n\nFiles: skill-card.md (1462b), SKILL.md (2070b), _meta.json (133b)\n\nFile v4.12.0:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published agentic benchmark averages: a headless Claude\nCode session (Haiku 4.5) doing 12 feature tickets on a real FastAPI + React\nrepo, each task averaged over 4 runs, against the same agent without the\nskill, plus 6 safety tasks. They are measured, not computed from the current\nrepo. Source: `benchmarks/results/2026-06-18-agentic.md` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows ponytail as a share of the\nno-skill baseline; the label carries the exact figure:\n\n```\n  ponytail gain                  benchmark average · 12 tasks · Haiku 4.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   46%   ▼ 54%\n  Tokens          ████████████████····   78%   ▼ 22%\n  Cost            ████████████████····   80%   ▼ 20%\n  Time            ███████████████·····   73%   ▼ 27%\n  Safety kept     100%  (validation, error handling, security)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark averages, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.12.0:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.12.0\",\n  \"publishedAt\": 1791171918249\n}\n\nFile v4.12.0:skill-card.md\n\n## Description:\n\nDisplays a one-shot scoreboard of published agentic benchmark averages for code size, tokens, cost, time, and safety.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers use this skill to display published benchmark results without estimating savings for their own repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark averages may be mistaken for savings measured in the user's repository.\n\nMitigation: Label the figures as benchmark averages and do not claim repository-specific savings.\n\n## Reference(s):\n\n- [Ponytail project homepage](https://github.com/DietrichGebert/ponytail)\n- [Ponytail Gain on ClawHub](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text scoreboard with ASCII bars]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display of benchmark averages; does not edit files or persist state.]\n\n## Skill Version(s):\n\n4.12.0 (source: ClawHub release)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.11.0: 3 files, 2156 bytes\n\nFiles: skill-card.md (1498b), SKILL.md (1853b), _meta.json (133b)\n\nFile v4.11.0:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.11.0:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.11.0\",\n  \"publishedAt\": 1791154573865\n}\n\nFile v4.11.0:skill-card.md\n\n## Description:\n\nDisplays published ponytail benchmark medians for code size, cost, and speed as a one-shot scoreboard.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers use this skill to view published benchmark medians for ponytail in a one-shot scoreboard, without changing their repository or claiming repository-specific savings.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark medians may be mistaken for savings measured in the current repository.\n\nMitigation: Label figures as benchmark medians and avoid claiming repository-specific savings.\n\n## Reference(s):\n\n- [Skill homepage](https://github.com/DietrichGebert/ponytail)\n- [ClawHub skill listing](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain text scoreboard with ASCII bars]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Shows published benchmark medians, not measurements of the current repository.]\n\n## Skill Version(s):\n\n4.11.0 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.10.3: 3 files, 2150 bytes\n\nFiles: skill-card.md (1490b), SKILL.md (1853b), _meta.json (133b)\n\nFile v4.10.3:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.10.3:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.10.3\",\n  \"publishedAt\": 1790995028800\n}\n\nFile v4.10.3:skill-card.md\n\n## Description:\n\nDisplays published benchmark medians for code length, cost, and speed as a one-shot scoreboard.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers use this skill to view published benchmark medians for code length, cost, and speed. It does not measure savings in their current repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark medians could be mistaken for savings measured in the current repository.\n\nMitigation: Label the figures as published benchmark medians and avoid claiming repository-specific savings.\n\n## Reference(s):\n\n- [Ponytail homepage](https://github.com/DietrichGebert/ponytail)\n- [Ponytail Gain on ClawHub](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text scoreboard with bars and percentages]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display; no repository-specific savings calculation or file changes.]\n\n## Skill Version(s):\n\n4.10.3 (source: ClawHub release)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.10.2: 3 files, 2182 bytes\n\nFiles: skill-card.md (1516b), SKILL.md (1853b), _meta.json (133b)\n\nFile v4.10.2:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.10.2:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.10.2\",\n  \"publishedAt\": 1790991143019\n}\n\nFile v4.10.2:skill-card.md\n\n## Description:\n\nDisplays a one-shot scoreboard of published benchmark medians for code length, cost, and speed.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and other agents use this skill to view a static summary of published ponytail benchmark medians without changing their repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Benchmark medians may be mistaken for measured savings in the user's repository.\n\nMitigation: Label the figures as published benchmark medians and do not claim repository-specific savings.\n\n## Reference(s):\n\n- [ClawHub skill release](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n- [Project homepage listed by the skill](https://github.com/DietrichGebert/ponytail)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text ASCII scoreboard]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display; no file changes or persistence. Figures are published benchmark medians, not repository-specific savings.]\n\n## Skill Version(s):\n\n4.10.2 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.10.1: 3 files, 2188 bytes\n\nFiles: skill-card.md (1480b), SKILL.md (1853b), _meta.json (133b)\n\nFile v4.10.1:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.10.1:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.10.1\",\n  \"publishedAt\": 1790953964170\n}\n\nFile v4.10.1:skill-card.md\n\n## Description:\n\nDisplays a one-shot scoreboard of reported benchmark medians for code length, cost, and speed.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and developers invoke this skill to view a static scoreboard of reported benchmark medians. It does not calculate savings for their own repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The reported benchmark medians are not independently substantiated by files in this release artifact.\n\nMitigation: Treat the figures as reported benchmark claims, not verified savings for a user's repository.\n\n## Reference(s):\n\n- [Project homepage](https://github.com/DietrichGebert/ponytail)\n- [ClawHub skill listing](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text scoreboard with ASCII-style bars]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display; no file edits or persistent state.]\n\n## Skill Version(s):\n\n4.10.1 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.9.0: 3 files, 2298 bytes\n\nFiles: skill-card.md (1719b), SKILL.md (1853b), _meta.json (132b)\n\nFile v4.9.0:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.9.0:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.9.0\",\n  \"publishedAt\": 1786137394717\n}\n\nFile v4.9.0:skill-card.md\n\n## Description:\n\nShows ponytail's published benchmark medians as a one-shot scoreboard for code size, cost, and speed impact.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineering teams use this skill to display a concise benchmark scoreboard for ponytail's measured median impact. It helps communicate published benchmark results without claiming repository-specific savings.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Benchmark numbers may be mistaken for savings measured in the current repository.\n\nMitigation: Present them only as static published medians and avoid per-repository savings claims unless counted evidence is available.\n\n## Reference(s):\n\n- [Ponytail GitHub repository](https://github.com/DietrichGebert/ponytail)\n- [ClawHub skill page](https://clawhub.ai/dietrichgebert/skills/ponytail-gain)\n- [Publisher profile](https://clawhub.ai/user/dietrichgebert)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Markdown text with plain ASCII scoreboard bars]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display only; does not edit files, run commands, request credentials, access the network, or persist state.]\n\n## Skill Version(s):\n\n4.9.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v4.8.4: 3 files, 2348 bytes\n\nFiles: skill-card.md (1960b), SKILL.md (1853b), _meta.json (132b)\n\nFile v4.8.4:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.8.4:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.8.4\",\n  \"publishedAt\": 1782711276357\n}\n\nFile v4.8.4:skill-card.md\n\n## Description: <br>\nShow ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nDevelopers and external users invoke this skill to display a one-shot Ponytail benchmark scoreboard for code, cost, and speed impact. The output is meant to communicate published benchmark medians without claiming repository-specific savings. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Users may treat the published benchmark figures as proof of savings in their own repository. <br>\nMitigation: Present the figures as benchmark medians only and avoid reporting per-repository savings without a measured baseline. <br>\nRisk: A display-oriented skill could be misused if expanded to make changes or persist state. <br>\nMitigation: Keep invocation limited to a one-shot scoreboard and review any future changes for file edits, persistence, credentials, or privileged access. <br>\n\n\n## Reference(s): <br>\n- [Ponytail repository](https://github.com/DietrichGebert/ponytail) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Guidance] <br>\n**Output Format:** [Markdown/plain text scoreboard with ASCII bars] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [One-shot display; no file edits, mode changes, persistence, credentials, or privileged access are requested.] <br>\n\n## Skill Version(s): <br>\n4.8.4 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v4.8.3: 3 files, 2252 bytes\n\nFiles: skill-card.md (1634b), SKILL.md (1853b), _meta.json (132b)\n\nFile v4.8.3:SKILL.md\n\n---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published benchmark medians (5 everyday tasks: email\nvalidator, debounce, CSV sum, countdown timer, rate limiter; three models:\nHaiku, Sonnet, Opus). They are measured, not computed from the current repo.\nSource: `benchmarks/` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows the measured range; the label\ncarries the exact figure:\n\n```\n  ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark medians, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert.\n\nFile v4.8.3:_meta.json\n\n{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"4.8.3\",\n  \"publishedAt\": 1782268640044\n}\n\nFile v4.8.3:skill-card.md\n\n## Description: <br>\nShow ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nDevelopers and external users invoke this skill to display a fixed Ponytail benchmark scoreboard showing median lines-of-code, cost, and speed impact. The skill is intended as a one-shot informational display, not as a per-repository measurement tool. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Benchmark numbers may be mistaken for measured savings in the user's current repository. <br>\nMitigation: Present the figures as published benchmark medians and avoid claiming live per-repository savings. <br>\n\n\n## Reference(s): <br>\n- [Ponytail homepage](https://github.com/DietrichGebert/ponytail) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Guidance] <br>\n**Output Format:** [Plain text scoreboard with ASCII bars] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Display-only; no file, network, credential, or persistence access.] <br>\n\n## Skill Version(s): <br>\n4.8.3 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>","readmeExcerpt":"Skill: ponytail-gain Owner: dietrichgebert Summary: Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Tags: latest:5.1.0 Version history: v5.1.0 | 2026-10-08T16:21:11.261Z | auto - Updated benchmark data to reflect Ponytail 5 with expanded test set (39 tasks, Opus 5.5, 5 runs each, including hidden quality checks and diverse task ty","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"ponytail gain           benchmark · 39 tasks × 5 runs · Opus 5.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   47%   ▼ 53%\n  Output tokens   ███████████·········   55%   ▼ 45%\n  Cost            ███████████████·····   74%   ▼ 26%\n  Time            ████████████········   59%   ▼ 41%\n  Hidden checks passed   97%  (no-skill 96%)\n  Tests where the logic needs one   98%  (no-skill 68%)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"},{"language":"text","snippet":"ponytail gain                  benchmark average · 12 tasks · Haiku 4.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   46%   ▼ 54%\n  Tokens          ████████████████····   78%   ▼ 22%\n  Cost            ████████████████····   80%   ▼ 20%\n  Time            ███████████████·····   73%   ▼ 27%\n  Safety kept     100%  (validation, error handling, security)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"},{"language":"text","snippet":"ponytail gain                  benchmark average · 12 tasks · Haiku 4.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   46%   ▼ 54%\n  Tokens          ████████████████····   78%   ▼ 22%\n  Cost            ████████████████····   80%   ▼ 20%\n  Time            ███████████████·····   73%   ▼ 27%\n  Safety kept     100%  (validation, error handling, security)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"},{"language":"text","snippet":"ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"},{"language":"text","snippet":"ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"},{"language":"text","snippet":"ponytail gain                     benchmark median · 5 tasks · 3 models\n\n  Lines of code   no-skill  ████████████████████  100%\n                  ponytail  ██▌·················    6–20%   ▼ 80–94%\n  Cost            no-skill  ████████████████████  100%\n                  ponytail  █████▌··············   23–53%  ▼ 47–77%\n  Speed           ponytail  ▸ 3–6× faster\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: ponytail-gain\ndescription: \"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.\"\nhomepage: https://github.com/DietrichGebert/ponytail\nlicense: MIT\n---\n\n# Ponytail Gain\n\nDisplay this scoreboard when invoked. One-shot: do NOT change mode, write flag\nfiles, or persist anything.\n\nThe figures are the published agentic benchmark of Ponytail 5: headless Claude\nCode (Opus 5.5, default effort) on 39 tasks (feature tickets in a real FastAPI +\nReact repo, bug fixes, security and privacy cases, small apps), 5 runs each,\nagainst the same agent without the skill. 18 of the tasks have hidden checks\nfor correctness and safety. Each figure is the geometric mean of the per-task\nmedians. They are measured, not computed from the current repo.\nSource: `benchmarks/results/2026-10-07-agentic.md` and the README.\n\n## Scoreboard\n\nRender plain ASCII bars. The bar length shows ponytail as a share of the\nno-skill baseline; the label carries the exact figure:\n\n```\n  ponytail gain           benchmark · 39 tasks × 5 runs · Opus 5.5\n\n  no-skill        ████████████████████  100%\n  Lines of code   █████████···········   47%   ▼ 53%\n  Output tokens   ███████████·········   55%   ▼ 45%\n  Cost            ███████████████·····   74%   ▼ 26%\n  Time            ████████████········   59%   ▼ 41%\n  Hidden checks passed   97%  (no-skill 96%)\n  Tests where the logic needs one   98%  (no-skill 68%)\n\n  This repo:  /ponytail-debt  (shortcuts you deferred)\n              /ponytail-audit (what's still cuttable)\n```\n\n## Honesty boundary\n\nThese are benchmark averages, not this repo. NEVER print a per-repo savings\nnumber (\"you saved X lines/tokens here\"): the unbuilt version was never\nwritten, so there is no real baseline to subtract from in a live repo. The\nonly real per-repo figures come from `/ponytail-debt` (a counted ledger), and\nthis card points there instead of inventing one.\n\n## Boundaries\n\nOne-shot display. Edits nothing, changes no mode.\n\"stop ponytail\" or \"normal mode\": revert."},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn75jhs1s4186aj57w94eykzm188rxj8\",\n  \"slug\": \"ponytail-gain\",\n  \"version\": \"5.1.0\",\n  \"publishedAt\": 1791476471261\n}"},{"path":"skill-card.md","content":"## Description:\n\nDisplays published Ponytail 5 benchmark results as a one-shot scoreboard without changing the current repository.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[dietrichgebert](https://clawhub.ai/user/dietrichgebert)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and other agent users can view the published Ponytail 5 benchmark comparison for code size, tokens, cost, time, and quality checks without altering their repository.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Published benchmark figures could be mistaken for measured savings in the current repository.\n\nMitigation: Present the figures as published benchmark claims only; do not claim repository-specific savings without a measured baseline.\n\n## Reference(s):\n\n- [Ponytail project homepage](https://github.com/DietrichGebert/ponytail)\n\n## Skill Output:\n\n**Output Type(s):** [Text]\n\n**Output Format:** [Plain-text scoreboard with labeled bars and percentages]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [One-shot display; no edits, persistent state, or repository-specific savings calculations.]\n\n## Skill Version(s):\n\n5.1.0 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Skill: ponytail-gain Owner: dietrichgebert Summary: Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. Tags: latest:5.1.0 Version history: v5.1.0 | 2026-10-08T16:21:11.261Z | auto - Updated benchmark data to reflect Ponytail 5 with expanded test set (39 tasks, Opus 5.5, 5 runs each, including hidden quality checks and diverse task ty","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1024,"uniquenessScore":50,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-10T08:09:47.392Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T10:52:21.649Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}