vibecode-pro-max-kit is a set of instructions, agents, skills, hooks, and settings that gives AI coding agents a plan-first software development workflow. It is designed for developers, product owners, and other builders using agents such as Claude Code, Codex, Cursor, Windsurf, or Copilot across different technology stacks. The catalogue entries are the kit's own workflow components.
Borrowing it
Nothing to install: this file belongs to withkynam/vibecode-pro-max-kit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/withkynam/vibecode-pro-max-kit/main/.claude/skills/vc-autoresearch/SKILL.mdgit clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/withkynam/vibecode-pro-max-kit/vc-autoresearch)<a href="https://agentmods.dev/skills/withkynam/vibecode-pro-max-kit/vc-autoresearch"><img src="https://agentmods.dev/badge/skills/withkynam/vibecode-pro-max-kit/vc-autoresearch.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.03827 |
| Opus 5 | $0.00020 | $0.01913 |
| Sonnet 5 | $0.00008 | $0.00765 |
| Haiku 4.5 | $0.00004 | $0.00383 |
Grade A, and why
vc-autoresearch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 278 lines — stays where its author put it; the contents beside it link to each section on GitHub.
vc-autoresearch
Output style: Follow
process/development-protocols/communication-standards.md— answer-first, plain language, no unexplained jargon, TL;DR on long responses.
Reusable loop primitive. Runs: find gaps → write report → fix → check → repeat.
Used directly for spec/doc/UX hardening. Wired into PVL (plan-validate-fix loop — the fix cycle between writing a plan and approving EXECUTE) and EVL (execute-validate-fix loop — the confirmation run after EXECUTE) as the shared bookkeeping layer.
When To Invoke
- Standalone: user says "harden this spec", "fix all lint errors", "improve test coverage"
- PVL: the ORCHESTRATOR invokes it when vc-validate-agent returns a first-pass CONDITIONAL/BLOCKED verdict (validate-fix loops are needed)
- EVL: the ORCHESTRATOR invokes it at the EVL confirmation run — unconditionally after every EXECUTE DONE, before UPDATE PROCESS
Do NOT invoke during RESEARCH or INNOVATE phases.
Who Runs This (Loop Driver)
The ORCHESTRATOR is the loop driver. It executes every bookkeeping step itself:
- Step 0 setup — creates the task folder and the
results.tsvtracking file. - Cycle counter + per-cycle iteration report — writes one report file per loop iteration.
- TSV row — appends a row to
results.tsvafter each cycle. - Plateau/cap/regression checks — stops the loop when no progress is made for 3 cycles (HALT_PLATEAU — no improvement after 3 tries), when the hard 10-cycle limit is hit (HALT_CAP), or when a test that was passing now fails (HALT_REGRESSION).
Subagents (vc-validate-agent, vc-tester, vc-plan-agent, vc-execute-agent) are fire-and-forget: they emit a verdict and terminate. They cannot invoke this skill on the orchestrator's behalf, cannot loop themselves, and cannot spawn each other.
If no one runs Step 0, the loop never exists and verdicts silently become "proceed" — that failure mode is exactly what this section forbids.
Per-verdict routing tables: process/development-protocols/orchestration.md §PVL/EVL Loop Routing.
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- domains/harness.md 3.8 KB
- references/autonomous-loop-protocol.md 5.7 KB
- references/git-memory-pattern.md 3.1 KB
- references/guard-and-noise.md 4.0 KB
- references/metric-library.md 5.4 KB
- references/results-logging.md 2.4 KB
- scripts/fixtures/validate-autoresearch-log/fail.tsv 309 B
- scripts/fixtures/validate-autoresearch-log/pass.tsv 299 B
- scripts/validate-autoresearch-log.mjs 3.4 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 278 lines · 40 tokens per session scan A 4dfe635aca84
vc-autoresearch is a skill published in the GitHub repository withkynam/vibecode-pro-max-kit (1,118 stars, last pushed 2mo ago), licensed MIT. It adds 40 tokens to every session and 3,827 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
run-tests
Run the project test suite and surface failures. Use when asked to run tests or check test status.
flame-harness-evaluator
Phase 6 — skeptical QA. Run the game, watch it, then judge against the contract. Default = functional check; --strict adds quality and edge-case passes.
fabrik-validate
Use when operating as the Fabrik Validate stage agent. This skill guides final validation of an implementation, verifying requirements are met, tests pass, and the PR is ready to merge.
ci-tests
Run the test suite for the current repo, auto-detecting Python (pytest/uv), Node (vitest/pnpm), or Rust (cargo test).
mock-detection
Deep mock appropriateness analysis for Test Audit pipeline.
bug-magnet-data
Curated edge case test data for boundary testing, verification scripts, and test generation. Provides pre-curated reference data organized by data type with context-specific loading guidance.