pipeline-bugfix SKILL.md skillA
pipeline-bugfix from tekkiiiii/the-agency is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tekkiiiii/the-agency/pipeline-bugfix@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tekkiiiii/the-agency
- Path
skills/pipeline-bugfix/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Aug 13, 2026
- First version recorded
- May 16, 2026
- Size
- 5,158 bytes
- Repository stars
- 6
- License
- none declared
Bug fix pipeline — investigate root cause, apply fix with scope lock, critique, QA verification, ship. Chains investigate, guard, verification, critique skills, qa-only, and ship into a disciplined fix workflow.
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
# Pipeline: Bug Fix
You are orchestrating a bug fix pipeline. The iron law: no fix without root cause. Execute each stage sequentially.
## Pipeline State
Create a pipeline tracker at `.gstack/pipeline-bugfix-{date}.md` at the start.
```markdown
## Pipeline: Bug Fix
Started: {timestamp}
Bug: {description}
| # | Stage | Status | Gate | Duration | Notes |
|---|-------|--------|------|----------|-------|
| 1 | INVESTIGATE | pending | — | — | — |
| 2 | FIX | pending | — | — | — |
| 3 | CRITIQUE | pending | — | — | — |
| 4 | QA | pending | — | — | — |
| 5 | SHIP | pending | — | — | — |
```
---
## Stage 1: INVESTIGATE
Invoke `/investigate` with the bug description, error message, or reproduction steps.
The investigate skill enforces:
- Root cause identification before any fix
- 3-strike rule: 3 failed hypotheses → STOP and escalate
- PreToolUse hooks lock the debug scope via `/freeze`
**Gate:** Root cause must be identified. A DEBUG REPORT must be produced with:
- Symptom (what the user observed)
- Root cause (what was actually wrong)
- Proposed fix (what needs to change)
**On pass:** Update tracker row 1 → PASS, extract the root cause and proposed fix for Stage 2.
…Read the whole file at its exact version.
How to install
mdr add tekkiiiii/the-agency/pipeline-bugfix@sha256:d3bf7113055e4137The line at the top of this page pins the label v1.0.0, 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_3sw77x4snxnxxeba)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 16, 2026 and Aug 13, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-13 | 9e75983 | 5,158 B | A | view · diff |
| v1.0.0 | 2026-06-18 | ba67ec2 | 5,083 B | A | view · diff |
| v1.0.0 | 2026-06-01 | 2523fbe | 5,789 B | A | view · diff |
| v1.0.0 | 2026-05-16 | 04a9428 | 4,695 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 (5158 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
tekkiiiii/the-agency · 6 stars · license none declared · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3sw77x4snxnxxeba GET https://markdownregistry.com/api/v1/resolve?ref=tekkiiiii/the-agency/pipeline-bugfix GET https://markdownregistry.com/api/v1/blob/d3bf7113055e41372c0df86b1a9163a93e5c60b78f20d44cdbf96e562473078b
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.