{"id":"a56b8a76-f036-4383-beaa-4fc366472cf4","shortId":"fYRnFU","kind":"skill","title":"kilo-kit-core","tagline":">-","description":"# 🛡️ Kilo-Kit Core Skill — Hard-Gate & Iron Law\n\n> **Philosophy:** \"Evidence over Guessing\" — No agent action without verified evidence.\n\n## When to Use\n\nUse this skill when:\n- Starting **any** new task or user request\n- Proposing architectural or code changes\n- Diagnosing bugs or performance issues\n- Making decisions that affect production systems\n\n**Do NOT use this skill when:**\n- Answering simple factual questions from memory\n- Formatting or styling-only changes with no logic impact\n\n---\n\n## Prerequisites\n\nBefore using this skill, ensure:\n- [ ] Access to the project codebase is available\n- [ ] System resource checks can be performed (disk, memory, processes)\n- [ ] Relevant logs or error outputs are accessible\n\n---\n\n## ⛔ HARD-GATE — Mandatory System Scan\n\n> **Rule:** The AI agent **MUST** scan the system and codebase **before** proposing any solution.\n> Failure to pass the Hard-Gate means the agent **cannot proceed** to execution.\n\n### Hard-Gate Checklist\n\n```yaml\nhard_gate:\n  system_scan:\n    - [ ] Check available disk space\n    - [ ] Check running processes and resource usage\n    - [ ] Verify runtime versions (Node, Python, .NET, etc.)\n    - [ ] Confirm network/service availability if needed\n\n  codebase_scan:\n    - [ ] Read project structure (top-level directories)\n    - [ ] Identify relevant files for the current task\n    - [ ] Check existing tests related to the change area\n    - [ ] Review recent git history for context on affected files\n\n  context_validation:\n    - [ ] Confirm understanding of the user's intent\n    - [ ] Verify the task scope matches the request\n    - [ ] Identify dependencies that may be affected\n```\n\n### Hard-Gate Decision\n\n```\nIF all_checks_passed:\n    → PROCEED to execution\nELSE:\n    → HALT and report which checks failed\n    → Request missing information or access\n    → Re-run Hard-Gate after resolution\n```\n\n---\n\n## 🔒 Iron Law — Invariant Rules\n\n> These rules are **absolute** and **cannot be overridden** under any circumstance.\n\n### The Seven Iron Laws\n\n| # | Law | Description |\n|---|-----|-------------|\n| 1 | **No Action Without Evidence** | Every proposed change must cite specific files, lines, or outputs as evidence. |\n| 2 | **Scan Before You Speak** | Run system and codebase scans before making any recommendation. |\n| 3 | **Verify Before You Claim** | Never claim a task is complete without running verification (tests, build, manual check). |\n| 4 | **Minimal Blast Radius** | Make the smallest change that solves the problem. Avoid unnecessary modifications. |\n| 5 | **Preserve What Works** | Never delete or modify working code unless directly required by the task. |\n| 6 | **Trace Every Decision** | Log the reasoning behind each decision in the Decision Audit Trail. |\n| 7 | **Fail Loud, Recover Fast** | If something fails, report it immediately with full context. Never hide errors. |\n\n### Iron Law Enforcement\n\n```yaml\nenforcement:\n  violation_response:\n    - Log the violation in the Decision Audit Trail\n    - Halt current execution\n    - Return to the Hard-Gate phase\n    - Report the violation to the user\n\n  no_exceptions:\n    - Task urgency does NOT override Iron Laws\n    - User requests do NOT override Iron Laws\n    - Performance pressure does NOT override Iron Laws\n```\n\n---\n\n## 🔀 Process Flow\n\n### Main Processing Flow\n\n```dot\ndigraph kilo_kit_flow {\n    rankdir=TB;\n    node [shape=box, style=\"rounded,filled\", fontname=\"Helvetica\"];\n\n    start [label=\"User Request\", shape=oval, fillcolor=\"#E8F5E9\"];\n    hard_gate [label=\"⛔ HARD-GATE\\nSystem & Codebase Scan\", fillcolor=\"#FFCDD2\"];\n    gate_check [label=\"All Checks\\nPassed?\", shape=diamond, fillcolor=\"#FFF9C4\"];\n    halt [label=\"HALT\\nReport Missing Info\", fillcolor=\"#FFCDD2\"];\n    iron_law [label=\"🔒 IRON LAW\\nValidate Against Rules\", fillcolor=\"#E3F2FD\"];\n    route [label=\"Route to Skill\\n(Adaptive Dispatch)\", fillcolor=\"#F3E5F5\"];\n    execute [label=\"Execute\\nBehavior Chain\", fillcolor=\"#E8F5E9\"];\n    verify [label=\"Verify Results\\n(Quality Gates)\", fillcolor=\"#FFF9C4\"];\n    verified [label=\"Verified?\", shape=diamond, fillcolor=\"#FFF9C4\"];\n    learn [label=\"Learn & Log\\n(Decision Audit Trail)\", fillcolor=\"#E3F2FD\"];\n    done [label=\"Complete\", shape=oval, fillcolor=\"#E8F5E9\"];\n\n    start -> hard_gate;\n    hard_gate -> gate_check;\n    gate_check -> iron_law [label=\"Yes\"];\n    gate_check -> halt [label=\"No\"];\n    halt -> hard_gate [label=\"Retry\"];\n    iron_law -> route;\n    route -> execute;\n    execute -> verify;\n    verify -> verified;\n    verified -> learn [label=\"Pass\"];\n    verified -> execute [label=\"Fail\\n(fix & retry)\"];\n    learn -> done;\n}\n```\n\n### Skill Dispatch Flow\n\n```dot\ndigraph skill_dispatch {\n    rankdir=LR;\n    node [shape=box, style=\"rounded,filled\", fontname=\"Helvetica\"];\n\n    intent [label=\"Parse Intent\\n& Keywords\", fillcolor=\"#E3F2FD\"];\n    score [label=\"Score Skills\\n(0.0–1.0)\", fillcolor=\"#F3E5F5\"];\n    select [label=\"Select Primary\\nSkill\", fillcolor=\"#E8F5E9\"];\n\n    debug [label=\"debugging/\\nsystematic\", fillcolor=\"#FFF9C4\"];\n    root [label=\"debugging/\\nroot-cause\", fillcolor=\"#FFF9C4\"];\n    verify [label=\"debugging/\\nverification\", fillcolor=\"#FFF9C4\"];\n    review [label=\"quality/\\ncode-review\", fillcolor=\"#FFF9C4\"];\n    test [label=\"quality/\\ntesting\", fillcolor=\"#FFF9C4\"];\n    sec [label=\"development/\\nsecurity\", fillcolor=\"#FFF9C4\"];\n    back [label=\"development/\\nbackend\", fillcolor=\"#FFF9C4\"];\n\n    intent -> score -> select;\n    select -> debug [label=\"bug, error\"];\n    select -> root [label=\"root cause, why\"];\n    select -> verify [label=\"verify, confirm\"];\n    select -> review [label=\"review, PR\"];\n    select -> test [label=\"test, TDD\"];\n    select -> sec [label=\"security, auth\"];\n    select -> back [label=\"API, backend\"];\n}\n```\n\n### Hard-Gate Scan Flow\n\n```dot\ndigraph hard_gate_scan {\n    rankdir=TB;\n    node [shape=box, style=\"rounded,filled\", fontname=\"Helvetica\"];\n\n    start [label=\"Begin Hard-Gate\", shape=oval, fillcolor=\"#E8F5E9\"];\n    sys [label=\"System Scan\\n(disk, memory, runtime)\", fillcolor=\"#FFCDD2\"];\n    code [label=\"Codebase Scan\\n(structure, files, tests)\", fillcolor=\"#FFCDD2\"];\n    ctx [label=\"Context Validation\\n(intent, scope, deps)\", fillcolor=\"#FFCDD2\"];\n    check [label=\"All Passed?\", shape=diamond, fillcolor=\"#FFF9C4\"];\n    pass [label=\"✅ Gate Open\\nProceed\", fillcolor=\"#E8F5E9\"];\n    fail [label=\"❌ Gate Blocked\\nReport & Retry\", fillcolor=\"#FFCDD2\"];\n\n    start -> sys -> code -> ctx -> check;\n    check -> pass [label=\"Yes\"];\n    check -> fail [label=\"No\"];\n    fail -> start [label=\"After resolution\"];\n}\n```\n\n---\n\n## Guidelines\n\n### DO ✅\n- Always run Hard-Gate checks before starting any task\n- Cite specific evidence (file paths, line numbers, command outputs) in every recommendation\n- Use the smallest possible change to solve the problem\n- Log all decisions in the Decision Audit Trail\n- Verify results before claiming completion\n\n### DON'T ❌\n- Skip system or codebase scans, regardless of task urgency\n- Guess at solutions without checking the actual code\n- Make changes to files unrelated to the task\n- Claim completion without running verification\n- Override Iron Laws for any reason\n\n---\n\n## Common Patterns\n\n### Pattern 1: Pre-Flight Evidence Gathering\n\n**When:** Starting any new task.\n\n**Action:** Execute the Hard-Gate scan sequence.\n\n```bash\n# System scan\ndf -h                          # Disk space\nfree -m                        # Memory\nnode --version && python3 --version  # Runtimes\n\n# Codebase scan\nfind . -maxdepth 2 -type f | head -50  # Project structure\ngit log --oneline -10                   # Recent changes\n```\n\n### Pattern 2: Evidence-Backed Recommendation\n\n**When:** Proposing a code change.\n\n**Action:** Always include the specific evidence.\n\n```markdown\n## Recommendation\nChange `src/auth/login.ts:42` from direct string concatenation to parameterized query.\n\n**Evidence:**\n- File: `src/auth/login.ts`, line 42\n- Current code: `db.query(\"SELECT * FROM users WHERE email = '\" + email + \"'\")`\n- Risk: SQL injection (OWASP A03:2021)\n- Test: `tests/auth/login.test.ts` — no injection test exists\n```\n\n---\n\n## Anti-Patterns (AVOID)\n\n### Anti-Pattern 1: Blind Recommendation\n\n**Problem:** Suggesting changes without reading the actual code first.\n\n**Instead:** Always read the relevant files and cite specific lines before recommending.\n\n### Anti-Pattern 2: Skip-the-Gate\n\n**Problem:** Rushing to execution because the task seems simple.\n\n**Instead:** Run Hard-Gate scans regardless of perceived task complexity.\n\n### Anti-Pattern 3: Invisible Reasoning\n\n**Problem:** Making decisions without documenting the reasoning.\n\n**Instead:** Log every decision with evidence and alternatives considered.\n\n---\n\n## Error Handling\n\n| Error Type | Cause | Solution |\n|------------|-------|----------|\n| Hard-Gate Failure | Missing system access or information | Report which checks failed; request access |\n| Iron Law Violation | Attempted action without evidence | Halt, return to Hard-Gate, log violation |\n| Skill Mismatch | Wrong skill selected for the task | Re-route through Adaptive Dispatch |\n| Verification Failure | Changes don't pass quality gates | Fix the issue, re-run verification |\n\n---\n\n## Success Criteria\n\nBefore claiming completion, verify:\n\n- [ ] Hard-Gate scan was performed and passed\n- [ ] All Iron Laws were followed throughout the task\n- [ ] Every recommendation cites specific evidence\n- [ ] Changes are minimal and focused on the task\n- [ ] Verification (tests, build, manual check) has passed\n- [ ] Decision Audit Trail is complete\n- [ ] User request is fully addressed\n\n---\n\n## References\n\n- `references/patterns.md` - Reusable patterns for evidence-based workflows\n- `references/performance-benchmarks.md` - System and codebase scan benchmarks\n- `references/output-formats.md` - Standard output format definitions\n\n---\n\n## Related Skills\n\n- `skills/kilo-kit/debugging/systematic/` - For systematic bug diagnosis\n- `skills/kilo-kit/debugging/root-cause/` - For deep root cause analysis\n- `skills/kilo-kit/debugging/verification/` - For verifying fixes\n- `skills/kilo-kit/quality/code-review/` - For code review workflows\n- `skills/kilo-kit/quality/testing/` - For test-driven development\n- `skills/kilo-kit/development/security/` - For security best practices\n- `skills/kilo-kit/development/backend/` - For backend development\n\n---\n\n## Feedback Integration\n\nIf this skill was:\n\n**Successful:**\n- Record which Hard-Gate checks were most valuable\n- Note which Iron Laws prevented mistakes\n- Log the evidence patterns that worked best\n\n**Unsuccessful:**\n- Document which checks were insufficient\n- Identify gaps in the Hard-Gate checklist\n- Flag for skill improvement\n\n---\n\n*Kilo-Kit Core Skill v1.0.0 — Evidence over Guessing*","tags":["kilo","kit","vodailocz","agent","agent-skills","agentic-workflow","antigravity","cbu","cfa","claude-code","data-science","kilo-code"],"capabilities":["skill","source-vodailocz","skill-kilo-kit","topic-agent","topic-agent-skills","topic-agentic-workflow","topic-antigravity","topic-cbu","topic-cfa","topic-claude-code","topic-data-science","topic-kilo-code","topic-kit","topic-pce","topic-skill"],"categories":["KILO-KIT"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/VoDaiLocz/KILO-KIT/kilo-kit","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add VoDaiLocz/KILO-KIT","source_repo":"https://github.com/VoDaiLocz/KILO-KIT","install_from":"skills.sh"}},"qualityScore":"0.462","qualityRationale":"deterministic score 0.46 from registry signals: · indexed on github topic:agent-skills · 24 github stars · SKILL.md body (10,732 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:05:13.923Z","embedding":null,"createdAt":"2026-05-02T13:01:35.020Z","updatedAt":"2026-05-18T19:05:13.923Z","lastSeenAt":"2026-05-18T19:05:13.923Z","tsv":"'-10':968 '-50':962 '0.0':636 '1':278,920,1033 '1.0':637 '2':295,958,972,1060 '2021':1019 '3':309,1088 '4':327 '42':992,1004 '5':342 '6':358 '7':373 'a03':1018 'absolut':264 'access':83,105,248,1119,1127 'action':21,280,931,982,1132 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'exist':188,1025 'f':960 'f3e5f5':520,639 'factual':63 'fail':243,374,380,600,807,825,828,1125 'failur':126,1116,1158 'fast':377 'feedback':1281 'ffcdd2':482,500,771,781,791,814 'fff9c4':492,536,543,652,660,666,674,680,686,692,799 'file':182,203,289,778,848,901,1001,1050 'fill':461,620,749 'fillcolor':470,481,491,499,509,519,526,535,542,552,559,629,638,645,651,659,665,673,679,685,691,760,770,780,790,798,805,813 'find':956 'first':1044 'fix':602,1165,1260 'flag':1324 'flight':923 'flow':445,448,453,608,736 'focus':1203 'follow':1190 'fontnam':462,621,750 'format':67,1242 'free':946 'full':385 'fulli':1222 'gap':1317 'gate':12,108,132,142,146,228,254,413,473,477,483,534,563,565,566,568,574,581,734,740,757,802,809,839,936,1064,1078,1115,1140,1164,1180,1292,1322 'gather':925 'git':197,965 'guess':18,890,1336 'guidelin':833 'h':943 'halt':238,405,493,495,576,579,1135 'handl':1108 'hard':11,107,131,141,145,227,253,412,472,476,562,564,580,733,739,756,838,935,1077,1114,1139,1179,1291,1321 'hard-gat':10,106,130,140,226,252,411,475,732,755,837,934,1076,1113,1138,1178,1290,1320 'head':961 'helvetica':463,622,751 'hide':388 'histori':198 'identifi':180,220,1316 'immedi':383 'impact':76 'improv':1327 'includ':984 'info':498 'inform':246,1121 'inject':1016,1023 'instead':1045,1074,1098 'insuffici':1315 'integr':1282 'intent':212,623,626,693,787 'invari':259 'invis':1089 'iron':13,257,274,390,428,435,442,501,504,570,584,912,1128,1187,1299 'issu':48,1167 'keyword':628 'kilo':2,6,451,1329 'kilo-kit':5,1328 'kilo-kit-cor':1 'kit':3,7,452,1330 'label':465,474,485,494,503,512,522,529,538,545,555,572,577,582,595,599,624,632,641,648,654,662,668,676,682,688,698,703,709,714,719,724,729,753,763,773,783,793,801,808,822,826,830 'law':14,258,275,276,391,429,436,443,502,505,571,585,913,1129,1188,1300 'learn':544,546,594,604 'level':178 'line':290,850,1003,1054 'log':100,362,397,547,866,966,1099,1141,1303 'logic':75 'loud':375 'lr':614 'm':947 'main':446 'make':49,306,331,898,1092 'mandatori':109 'manual':325,1210 'markdown':988 'match':217 'maxdepth':957 'may':223 'mean':133 'memori':66,97,768,948 'minim':328,1201 'mismatch':1144 'miss':245,497,1117 'mistak':1302 'modif':341 'modifi':349 'must':116,286 'n':516,532,548,601,627,635,766,776,786 'nbackend':690 'nbehavior':524 'ncode':671 'ncode-review':670 'need':170 'net':164 'network/service':167 'never':314,346,387 'new':34,929 'node':162,456,615,744,949 'note':1297 'npass':488 'nproce':804 'nreport':496,811 'nroot':657 'nroot-caus':656 'nsecur':684 'nskill':644 'nsystem':478 'nsystemat':650 'ntest':678 'number':851 'nvalid':506 'nverif':664 'onelin':967 'open':803 'output':103,292,853,1241 'oval':469,558,759 'overrid':427,434,441,911 'overridden':268 'owasp':1017 'parameter':998 'pars':625 'pass':128,233,596,795,800,821,1162,1185,1213 'path':849 'pattern':918,919,971,1028,1032,1059,1087,1227,1306 'perceiv':1082 'perform':47,95,437,1183 'phase':414 'philosophi':15 'possibl':860 'pr':716 'practic':1276 'pre':922 'pre-flight':921 'prerequisit':77 'preserv':343 'pressur':438 'prevent':1301 'primari':643 'problem':338,865,1036,1065,1091 'proceed':137,234 'process':98,155,444,447 'product':53 'project':86,174,963 'propos':39,123,284,978 'python':163 'python3':951 'qualiti':533,669,677,1163 'queri':999 'question':64 'radius':330 'rankdir':454,613,742 're':250,1152,1169 're-rout':1151 're-run':249,1168 'read':173,1040,1047 'reason':364,916,1090,1097 'recent':196,969 'recommend':308,856,976,989,1035,1056,1195 'record':1288 'recov':376 'refer':1224 'references/output-formats.md':1239 'references/patterns.md':1225 'references/performance-benchmarks.md':1233 'regardless':886,1080 'relat':190,1244 'relev':99,181,1049 'report':240,381,415,1122 'request':38,219,244,431,467,1126,1220 'requir':354 'resolut':256,832 'resourc':91,157 'respons':396 'result':531,875 'retri':583,603,812 'return':408,1136 'reusabl':1226 'review':195,667,672,713,715,1264 'risk':1014 'root':653,702,704,1254 'round':460,619,748 'rout':511,513,586,587,1153 'rule':112,260,262,508 'run':154,251,300,321,836,909,1075,1170 'runtim':160,769,953 'rush':1066 'scan':111,117,148,172,296,304,480,735,741,765,775,885,937,941,955,1079,1181,1237 'scope':216,788 'score':631,633,694 'sec':681,723 'secur':725,1274 'seem':1072 'select':640,642,695,696,701,707,712,717,722,727,1008,1147 'sequenc':938 'seven':273 'shape':457,468,489,540,557,616,745,758,796 'simpl':62,1073 'skill':9,30,59,81,515,606,611,634,1143,1146,1245,1285,1326,1332 'skill-kilo-kit' 'skills/kilo-kit/debugging/root-cause':1251 'skills/kilo-kit/debugging/systematic':1246 'skills/kilo-kit/debugging/verification':1257 'skills/kilo-kit/development/backend':1277 'skills/kilo-kit/development/security':1272 'skills/kilo-kit/quality/code-review':1261 'skills/kilo-kit/quality/testing':1266 'skip':881,1062 'skip-the-g':1061 'smallest':333,859 'solut':125,892,1112 'solv':336,863 'someth':379 'source-vodailocz' 'space':152,945 'speak':299 'specif':288,846,986,1053,1197 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