introspect SKILL.md skillA
introspect from 0xdarkmatter/claude-mods is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add 0xdarkmatter/claude-mods/introspect@git:20260825.caf325fPins git:20260825.caf325f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- 0xdarkmatter/claude-mods
- Path
skills/introspect/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260825.caf325f, committed Aug 25, 2026
- First version recorded
- Mar 9, 2026
- Size
- 11,047 bytes
- Repository stars
- 68
- License
- MIT
Analyze Claude Code session logs and surface productivity improvements. Extracts thinking blocks, tool usage stats, error patterns, debug trajectories - then generates friendly, actionable recommendations. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage, thinking blocks, session history, my reasoning, past sessions, what did I do, how can I improve.
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
# Introspect Extract actionable intelligence from Claude Code session logs. For general JSONL analysis patterns (filtering, aggregation, cross-file joins), see the `log-ops` skill. ## cc-session CLI The `scripts/cc-session` script provides zero-dependency analysis (requires only jq + bash). Auto-resolves the current project and most recent session. ```bash # Copy to PATH for global access cp skills/introspect/scripts/cc-session ~/.local/bin/ # Or on Windows (Git Bash) cp skills/introspect/scripts/cc-session ~/bin/ ``` ### Commands | Command | What It Does | |---------|-------------| | `cc-session overview` | Entry counts, timing, tool/thinking totals | | `cc-session tools` | Tool usage frequency (sorted) | | `cc-session tool-chain` | Sequential tool call trace with input summaries | | `cc-session thinking` | Full thinking/reasoning blocks | | `cc-session thinking-summary` | First 200 chars of each thinking block | | `cc-session errors` | Tool results containing error patterns | | `cc-session conversation` | Reconstructed user/assistant turns | | `cc-session files` | Files read, edited, written (with counts) | | `cc-session turns` | Per-turn breakdown (duration, tools used) | …
Read the whole file at its exact version.
How to install
mdr add 0xdarkmatter/claude-mods/introspect@sha256:95eb6e86d0dbeb09The line at the top of this page pins the label git:20260825.caf325f, 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.
[](https://markdownregistry.com/a/art_qz4yiva4n3oxdf6j)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 9, 2026 and Aug 25, 2026, about one every 42 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260825.caf325f latest | 2026-08-25 | caf325f | 11,047 B | A | view · diff |
| git:20260427.52048b5 | 2026-04-27 | 52048b5 | 11,049 B | A | view · diff |
| git:20260410.d221136 | 2026-04-10 | d221136 | 11,052 B | A | view · diff |
| git:20260319.bbd5d00 | 2026-03-19 | bbd5d00 | 11,007 B | A | view · diff |
| git:20260309.5cd7deb | 2026-03-09 | 5cd7deb | 6,853 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11047 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
0xdarkmatter/claude-mods · 68 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qz4yiva4n3oxdf6j GET https://markdownregistry.com/api/v1/resolve?ref=0xdarkmatter/claude-mods/introspect GET https://markdownregistry.com/api/v1/blob/95eb6e86d0dbeb0963138b0db7cd18a212e9e51311abee41da34d38f291451fc
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.