Analysis Pipeline (Greenfield)
Reverse-engineer code into clean-room behavioral specs with provenance
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 18, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 30, 2026 · ea02964
⚠ This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 18, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.
Ran the methodology on a real function (a tool-output classifier from the memvid SDK) against a no-skill baseline. The baseline narrated implementation - it named the function, said it 'lowercases' and 'switches' - while the skill-guided spec stripped those source identifiers, made the load-bearing 'content signal beats originating tool' precedence rule explicit, added source/confidence provenance annotations, and produced Given/When/Then test vectors including the override edge case the baseline buried. For clean-room reimplementation that is a concrete, defensible improvement. Caveat: the skill-dir copy is methodology text only; the /analyze and /sanitize commands and 20+ sub-skills that run the full gated pipeline live elsewhere in the plugin, so end-to-end orchestration was not exercised.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 4/5
- Output vs. baseline 7/10
- Docs & honesty 4/5
What Analysis Pipeline (Greenfield) does
Master methodology for reverse engineering: analyze a codebase, binary, or runtime and emit implementation-agnostic behavioral specs where every claim carries a provenance citation and confidence level, plus Given/When/Then test vectors. Triggers on reverse-engineering a product into specs or building clean-room documentation. Orchestrates a 7-layer gated pipeline over many source types.
How to install Analysis Pipeline (Greenfield)
Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.
Commands — how to trigger Analysis Pipeline (Greenfield)
-
/analysis-pipelineReverse-engineer code into clean-room behavioral specs with provenance
It also activates on plain-language prompts like these:
-
Reverse engineer this binary into a clean-room behavioral spec. -
I need implementation-agnostic specs with provenance for this codebase. -
Analyze this function's behavior and give me Given/When/Then test vectors.
Frequently asked questions
- Is the Analysis Pipeline (Greenfield) skill free?
- Yes. The skill itself is free from prime-radiant-inc/greenfield. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Analysis Pipeline (Greenfield) work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 18, 2026. Verdict: Tested · Works. Ran the methodology on a real function (a tool-output classifier from the memvid SDK) against a no-skill baseline. The baseline narrated implementation - it named the function, said it 'lowercases' and 'switches' - while the skill-guided spec stripped those source identifiers, made the load-bearing 'content signal beats originating tool' precedence rule explicit, added source/confidence provenance annotations, and produced Given/When/Then test vectors including the override edge case the baseline buried. For clean-room reimplementation that is a concrete, defensible improvement. Caveat: the skill-dir copy is methodology text only; the /analyze and /sanitize commands and 20+ sub-skills that run the full gated pipeline live elsewhere in the plugin, so end-to-end orchestration was not exercised.
- What is the Analysis Pipeline (Greenfield) SkillProof Score?
- 8.0/10 — installs cleanly 5/5, triggers reliably 4/5, output vs. baseline 7/10, docs & honesty 4/5.
- How do I install Analysis Pipeline (Greenfield)?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Analysis Pipeline (Greenfield) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.