debrief-coding SKILL.md skillA
debrief-coding from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/ai-rig/debrief-coding@git:20261026.f4268abPins git:20261026.f4268ab in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/ai-rig
- Path
plugins/codemap-py/claude-skills/debrief-coding/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261026.f4268ab, committed Oct 26, 2026
- First version recorded
- Aug 6, 2026
- Size
- 15,748 bytes
- Repository stars
- 31
- License
- Apache-2.0
Read local codemap telemetry logs and produce a diagnostic/usage report. Supports date filtering, session filtering, and optional anonymization before sharing. TRIGGER when: analyse recent codemap usage, debug query patterns, investigate errors, or prepare a shareable anonymized report of how codemap skills and CLI are being used.
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
<objective> Aggregate codemap JSONL telemetry (log root `.cache/codemap/logs/` at the git top-level, or `CODEMAP_LOG_DIR`) via `debrief_stats.py`; write diagnostic report. Discover legacy flat shards + recursive `claude/`, `codex/`, `direct/` trees; keep legacy records unattributed. Codex hooks supply runtime-scoped CLI/tool shards, no skill-start events; missing skill telemetry + cross-layer joins remain evidence gaps. NOT for: validating codemap installation health/integration (use `/codemap-py:integration audit`); building/querying structural index (use `/codemap-py:scan-codebase` or `/codemap-py:query-code`). </objective> <workflow> ## Flags - `--since <YYYY-MM-DD>` — filter to records on or after this date (default: all) - `--session <id>` — filter to a single session UUID - `--anonymize` — run `anonymize.py` on the filtered copy of every log shard, all three layers (CLI, skill, tool), before aggregation; replaces qualified names with stable pseudonyms; keeps salt in `<log root>/.salt` (never in output). Output lands in a fresh run-scoped `.cache/codemap/export/<UTC stamp>/` preserving runtime topology, shard session stems pseudonymized. …
Read the whole file at its exact version.
How to install
mdr add borda/ai-rig/debrief-coding@sha256:ed2de8d0f01412f7The line at the top of this page pins the label git:20261026.f4268ab, 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_ifdniuzxd5lh43ql)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Aug 6, 2026 and Oct 26, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.f4268ab latest | 2026-10-26 | f4268ab | 15,748 B | A | view · diff |
| git:20261021.7b6ff28 | 2026-10-21 | 7b6ff28 | 15,761 B | A | view · diff |
| git:20261009.e7932ee | 2026-10-09 | e7932ee | 17,587 B | A | view · diff |
| git:20260923.39e3a48 | 2026-09-23 | 39e3a48 | 17,108 B | A | view · diff |
| git:20260922.96def5e | 2026-09-22 | 96def5e | 13,774 B | A | view · diff |
| git:20260922.5a946b6 | 2026-09-22 | 5a946b6 | 10,822 B | A | view · diff |
| git:20260918.49b4239 | 2026-09-18 | 49b4239 | 9,786 B | A | view · diff |
| git:20260821.d979319 | 2026-08-21 | d979319 | 9,835 B | A | view · diff |
| git:20260821.1a05a80 | 2026-08-21 | 1a05a80 | 9,831 B | A | view · diff |
| git:20260818.6945463 | 2026-08-18 | 6945463 | 10,858 B | A | view · diff |
| git:20260813.67b5006 | 2026-08-13 | 67b5006 | 10,375 B | A | view · diff |
| git:20260806.848a170 | 2026-08-06 | 848a170 | 9,948 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 (15748 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
borda/ai-rig · 31 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ifdniuzxd5lh43ql GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/debrief-coding GET https://markdownregistry.com/api/v1/blob/ed2de8d0f01412f74131352cd9297c5e12b321a91650a897d99375da6fa49163
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.