identify-bottleneck SKILL.md skillA
identify-bottleneck from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/identify-bottleneck@git:20260923.cbc38aaPins git:20260923.cbc38aa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/identify-bottleneck/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 1,519 bytes
- Repository stars
- 508
- License
- Apache-2.0
Identify the limiting dimension or dependency currently constraining progress.
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
# identify-bottleneck ## Purpose Identify the limiting dimension or dependency currently constraining progress. ## Input contract ```yaml required: [goal_state, dependency_or_factor_set, progress_evidence] optional: [capacity_limits, intervention_history, bottleneck_definition] constraints: [bottleneck claim requires a limiting relation and evidence] ``` ## Procedure 1. Map factors and dependencies to the blocked outcome. 2. Compare capacities, delays, and failure frequencies. 3. Test candidate limits by tracing counterfactual relief or substitution. 4. Return primary bottleneck, alternatives, and evidence gaps. ## Output contract ```yaml produces: [bottleneck_assessment, limiting_relation, candidate_reliefs, evidence_gaps] delta_fields: [findings, decisions, uncertainties] ``` ## Quality gates - Limiting dimension is distinguished from a visible symptom. - At least one alternative bottleneck is considered when evidence allows. - Claimed bottleneck has a traceable dependency or capacity relation. ## Parameterization Caller supplies goal schema, dependency graph, capacity metrics, bottleneck definition, and counterfactual test. ## Failure and counterexamples …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/identify-bottleneck@sha256:42c68bf9d62a00f3The line at the top of this page pins the label git:20260923.cbc38aa, 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_vb7svljpxqpvocbv)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
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 (1519 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vb7svljpxqpvocbv GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/identify-bottleneck GET https://markdownregistry.com/api/v1/blob/42c68bf9d62a00f311ee372497ea3f1badb6a124509edcfab72d868fb1c4c0a4
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.