deep-research SKILL.md skillB
deep-research from michelkerkmeester/skilled-agent-harness_spec-driven-loops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/deep-research@v1.15.7.0Pins v1.15.7.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- michelkerkmeester/skilled-agent-harness_spec-driven-loops
- Path
.hermes/skills/deep-research/SKILL.md- Versions recorded
- 5
- Latest version
- v1.15.7.0, committed Oct 14, 2026
- First version recorded
- Oct 10, 2026
- Size
- 29,643 bytes
- Repository stars
- 39
- License
- MIT
Autonomous deep-research loop: iterative investigation, externalized state, convergence detection, fresh context per pass.
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
<!-- generated by sync-skills-hermes.cjs; do not edit --> > Canonical source: `.skilled/skills/system-deep-loop/deep-research/`. This is a generated markdown-only copy so Hermes can load the > skill without scanning the canonical directory; read `references/`, `assets/` and `scripts/` > from the canonical path above. <!-- Keywords: autoresearch, deep-research, iterative-research, autonomous-loop, convergence-detection, externalized-state, fresh-context, research-agent, JSONL-state, strategy-file --> # Autonomous Deep Research Loop Note: `Task` is allowed for the command executor that manages the loop. The `@deep-research` agent itself is LEAF-only and does not dispatch sub-agents. Iterative research protocol with fresh context per iteration, externalized state, and convergence detection for deep technical investigation. Runtime path resolution: OpenCode/Copilot runtime uses `.opencode/agents/*.md`; Claude runtime uses `.claude/agents/*.md`. …
Read the whole file at its exact version.
How to install
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/deep-research@sha256:1bc2282270a15412The line at the top of this page pins the label v1.15.7.0, 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_lqjkrlcpcmint3ae)
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Versions
The registry has recorded 5 versions of this file, between Oct 10, 2026 and Oct 14, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.15.7.0 latest | 2026-10-14 | a4e543c | 29,643 B | B | view · diff |
| v1.15.6.0 | 2026-10-11 | bb78f32 | 29,643 B | B | view · diff |
| v1.15.5.0 | 2026-10-10 | 1bc5991 | 29,643 B | B | view · diff |
| v1.15.4.0 | 2026-10-10 | f7eeb4e | 29,643 B | B | view · diff |
| v1.15.3.0 | 2026-10-10 | 7c7c44b | 29,643 B | B | view |
Audit of the latest version
- fail: No prompt-injection phrasing (matched: ignore previous instructions)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (29643 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
michelkerkmeester/skilled-agent-harness_spec-driven-loops · 39 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lqjkrlcpcmint3ae GET https://markdownregistry.com/api/v1/resolve?ref=michelkerkmeester/skilled-agent-harness_spec-driven-loops/deep-research GET https://markdownregistry.com/api/v1/blob/1bc2282270a15412e261e242dfafdf2259fea76e0158aca01ec9fc65df53b47c
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.
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