crucible-investigation-methodology SKILL.md skillA

crucible-investigation-methodology from terrylica/cc-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add terrylica/cc-skills/crucible-investigation-methodology@git:20261022.cf2a6a9

Pins git:20261022.cf2a6a9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
terrylica/cc-skills
Path
plugins/crucible/skills/b-investigation-methodology/SKILL.md
Versions recorded
8
Latest version
git:20261022.cf2a6a9, committed Oct 22, 2026
First version recorded
Apr 19, 2026
Size
8,696 bytes
Repository stars
2
License
MIT

actively investigating a hypothesis — running a sweep, dispatching multi-agent analysis, designing serial adversarial gates,.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Investigation Methodology — 6 execution patterns

> **Self-Evolving Skill**: If any pattern here fails in practice (wrong results, wasted compute), update the section AND append to `references/evolution-log.md`. Don't defer.

These 6 patterns executed in service of `a-research-foundations`. They are the "how" to the foundations' "why". Apply in roughly this order for a new hypothesis.

---

## 1. LLM-native data representation — quintile tokens

Before asking an agent to "look at" numerical market data, encode as per-bar token sequences using **rolling quintile ranks** within a causal window.

**Canonical schema**:

```
idx  dir  body_q  range_q  dur_q  uwick_q  lwick_q  loc  sess  fwd+H...
```

Each quintile is `1..5` in a causal 200-bar rolling window (see Skill A §1). Agents can spot motifs like `+1:5:1|+1:5:1|+1:5:1` (three consecutive fast big-up bars) that are invisible in float-space.

Context-budget rule: 60 KB tokenized stats-table fits in agent context; 67 MB raw bars don't.

Full reference: `findings/methodology/01-llm-native-data-representation.md`.

---

## 2. Serial adversarial gates (A/B/C/D/E protocol)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add terrylica/cc-skills/crucible-investigation-methodology@sha256:c6ca22f9bef52dbb

The line at the top of this page pins the label git:20261022.cf2a6a9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ebdaicqsvf3xywzx.svg)](https://markdownregistry.com/a/art_ebdaicqsvf3xywzx)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Apr 19, 2026 and Oct 22, 2026, about one every 27 days.

versioncommittedcommitsizeaudit
git:20261022.cf2a6a9 latest2026-10-22 cf2a6a9 8,696 BA view · diff
git:20261008.b5422272026-10-08 b542227 8,646 BA view · diff
git:20260904.d84ba3b2026-09-04 d84ba3b 8,646 BA view · diff
git:20260527.ec5ebf82026-05-27 ec5ebf8 8,636 BA view · diff
git:20260527.fb73e182026-05-27 fb73e18 8,636 BA view · diff
git:20260506.7a90aec2026-05-06 7a90aec 8,636 BA view · diff
git:20260506.c4884152026-05-06 c488415 8,636 BA view · diff
git:20260419.feb9aa22026-04-19 feb9aa2 9,174 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8696 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

terrylica/cc-skills · 2 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ebdaicqsvf3xywzx
GET https://markdownregistry.com/api/v1/resolve?ref=terrylica/cc-skills/crucible-investigation-methodology
GET https://markdownregistry.com/api/v1/blob/c6ca22f9bef52dbb6e7cbe9dc246cb955108f142bc62272054a4aa389e51142b

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from terrylica/cc-skills

CLAUDE.md CLAUDE.md file
terrylica/cc-skills · CLAUDE.md
git:20261025.69bb55a · audit A · 2 stars
CLAUDE.md@docs CLAUDE.md file
terrylica/cc-skills · docs/CLAUDE.md
git:20261022.ba8b0b9 · audit A · 2 stars
CLAUDE.md@docs/design CLAUDE.md file
terrylica/cc-skills · docs/design/CLAUDE.md
git:20261022.ba8b0b9 · audit A · 2 stars
CLAUDE.md@plugins CLAUDE.md file
terrylica/cc-skills · plugins/CLAUDE.md
git:20261022.04eff2b · audit A · 2 stars
CLAUDE.md@plugins/agent-reach CLAUDE.md file
terrylica/cc-skills · plugins/agent-reach/CLAUDE.md
git:20260722.52c9284 · audit A · 2 stars
agent-reach SKILL.md skill
terrylica/cc-skills · plugins/agent-reach/skills/agent-reach/SKILL.md · Give your AI agent eyes to see the entire internet. 17 platforms via CLI, MCP, curl, and Python scripts. Zero config…
git:20260527.fb73e18 · audit A · 2 stars
CLAUDE.md@plugins/arxiv-source-first CLAUDE.md file
terrylica/cc-skills · plugins/arxiv-source-first/CLAUDE.md
git:20260822.291af0a · audit A · 2 stars
arxiv-source-first-paper-ingest SKILL.md skill
terrylica/cc-skills · plugins/arxiv-source-first/skills/arxiv-source-first-paper-ingest/SKILL.md · Read an arXiv paper faithfully by fetching the authors' own LaTeX source instead of OCR-ing the PDF. Extracts every…
git:20260731.1bd7c64 · audit A · 2 stars
CLAUDE.md@plugins/asciinema-tools CLAUDE.md file
terrylica/cc-skills · plugins/asciinema-tools/CLAUDE.md
git:20260812.1b1cc81 · audit A · 2 stars
analyze SKILL.md skill
terrylica/cc-skills · plugins/asciinema-tools/skills/analyze/SKILL.md · Semantic analysis of converted recordings. TRIGGERS - analyze cast, keyword extraction, find patterns.
git:20260401.b664eaf · audit A · 2 stars
asciinema-analyzer SKILL.md skill
terrylica/cc-skills · plugins/asciinema-tools/skills/asciinema-analyzer/SKILL.md · Semantic analysis of asciinema recordings. TRIGGERS - analyze cast, keyword extraction, find patterns in recordings.
git:20260401.b664eaf · audit A · 2 stars
asciinema-cast-format SKILL.md skill
terrylica/cc-skills · plugins/asciinema-tools/skills/asciinema-cast-format/SKILL.md · Asciinema v3 .cast file format reference. TRIGGERS - cast format, asciicast spec, event codes, parse cast file.
git:20260401.b664eaf · audit A · 2 stars

Every file in terrylica/cc-skills

Browse by kind, by grade A, or by owner.