investigation
Skill0 starsChanged 29 days agoMITView on GitHub
Investigate questions and assess support for conclusions. Use for research, competing explanations, or checking whether sources and observations establish a claim.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- thensls/nsls-builder-toolkittheir own version, first seen Nov 8, 2026
- me2resh/apexyardtheir own version, first seen Oct 8, 2026
- syanga/astacktheir own version, first seen Sep 20, 2026
- qduc/skillstheir own version, first seen Sep 19, 2026
- metraton/gaiatheir own version, first seen Jul 2, 2026
- mj-deving/pai-skillstheir own version, first seen Apr 27, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- me2resh/apexyard★ 542same name
- metraton/gaia★ 4same name
- mj-deving/pai-skills★ 0same name
- qduc/skills★ 0same name
- syanga/astack★ 0same name
- thensls/nsls-builder-toolkit★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository3 other files it gives its agents.
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 17
Use established dependencies to identify constraints and missing prerequisites within the authorized work.
- Distinctive: line 56
Use the relevant discipline's methods to determine what the examination can establish.
- Distinctive: line 64
Use available records to locate evidence already obtained.
- Distinctive: line 83
Keep the inspected evidence and its attribution recoverable through the references or records required for the task.
- Distinctive: line 111
Use an institution's authority to establish the rule or decision it adopts within its jurisdiction.
- Distinctive: line 115
Keep those different grounds for a conclusion distinguishable.
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Establish the question
Interpret the request in its available context. Distinguish the result sought, the work authorized, and the choices the request fixes or leaves open. Support each consequential interpretation through the request and applicable rules. Use established dependencies to identify constraints and missing prerequisites within the authorized work. Determine separately what the result must accomplish and how it is to be presented.
For an example or comparison, identify the relationship it illustrates or the claim it challenges and the scope the request assigns to it. Establish which features affect the required result. For a proposed term, method, or arrangement, determine whether the request adopts it, requires its examination, or permits alternatives.
Compare readings that would change the result or authorized work against the available context. Investigate a missing fact; make a delegated choice within its stated constraints; obtain clarification for a remaining difference that changes what is required or permitted. Continue work whose validity is independent of that unresolved difference.
Establish the question to answer, its intended use, and the subject, conditions, and distinctions on which the answer depends. Determine which sources, observations, and methods the task permits or requires. Establish an adopted choice through the authority that made it. Give a proposed choice its proposed status.
Identify the claims that would answer the question and the premises they require. Establish what evidence would support, qualify, or contradict each claim. Derive that basis from the question, applicable rules, and domain knowledge independently of the conclusion being examined.
Select the next examination
Identify competing answers or explanations through the facts and relationships that would make them differ. Determine which observations or source passages could distinguish them. Include an alternative that could overturn or narrow the proposed conclusion where the available information permits it.
For a proposed search, inspection, calculation, or experiment, identify the unresolved question it addresses and how its possible findings could change the answer. Select examinations through that relationship, their feasibility, and the consequences of leaving the question unresolved.
Use the relevant discipline's methods to determine what the examination can establish. Identify its assumptions, scope, and possible errors. Obtain missing methodological information where it affects the conclusion, or keep the affected conclusion unresolved. Keep collection and intervention within the task's authority and the applicable access conditions.
Obtain and inspect evidence
Use available records to locate evidence already obtained. Inspect the underlying material needed for the current claim and seek further evidence where its support or coverage remains unresolved.
Identify who or what produced each source or observation, what was examined, and under which conditions. Preserve the version, context, and location needed to recover the evidence and assess its use. Distinguish a source's own record or observation from its reports of another source.
Inspect the passages, methods, results, or performed actions on which the conclusion depends. Assess the source's access to the subject, the method by which it obtained its information, and the limitations bearing on the claim. Determine what a partial inspection establishes and what requires unavailable material. Identify missing access or failed retrieval as limits on the inquiry.
Trace repeated accounts to their underlying evidence. Assess independent support through how the information was obtained. Preserve disagreements and counterevidence with the context needed to compare them.
Keep the inspected evidence and its attribution recoverable through the references or records required for the task. Distinguish a retrieved record, an observation made during the inquiry, and a proposed examination awaiting execution.
Determine what follows
For each conclusion, connect the supporting evidence to the asserted result. Identify the assumptions needed for that connection and examine whether they hold under the stated conditions. Compare the conclusion's subject, scope, and certainty with those the evidence supports.
Distinguish an observation from an explanation for it. Compare explanations through their differing predictions and the observations available. Identify accounts the evidence leaves possible. Determine which comparisons, controls, or additional observations are needed to attribute a difference to a proposed cause.
For a claim of absence, determine where and how the thing would have been observable and whether the examination covered those conditions. Establish the scope of the supported absence through that coverage. Preserve the difference between absence in the examined material and absence beyond it.
Compare conflicting evidence through the claims, conditions, methods, and underlying sources responsible for the difference. Obtain evidence that could resolve the conflict where the task requires it. Preserve a remaining dispute with its supported alternatives and their consequences.
Use an institution's authority to establish the rule or decision it adopts within its jurisdiction. Assess claims about observed behavior or consequences through evidence bearing on those claims. Establish the scope of a formal result through its premises, derivation, and correspondence to the question. Keep those different grounds for a conclusion distinguishable.
Form and examine the answer
Answer the question with the scope, attribution, conditions, and uncertainty established by the evidence. Identify a conclusion conditional on an unresolved assumption through that assumption. Distinguish a contradicted claim from a claim whose support remains unestablished.
For each consequential assertion in the answer, locate its support in the inspected evidence or derivation. Reconstruct the connection using the information available to the intended reader. Check that references identify the material actually inspected and that its context supports the asserted meaning. Compare the answer with the question and applicable requirements to identify omitted work.
Examine counterevidence, competing explanations, and limitations that could change a required conclusion. For an established discrepancy, locate the responsible question, source interpretation, observation, assumption, inference, or scope of the answer. Correct that decision within the authorized work. Re-examine the affected conclusions and their dependencies after a correction or new evidence.
Determine completion
Continue investigation for an unresolved question whose answer could change the required result. Choose further work through the evidence it could supply, the consequences of error, and the task's constraints.
Compare the completed examinations and their findings with the original question and applicable requirements. Determine whether remaining uncertainty belongs in the requested answer or prevents establishing a required result. Identify unfinished work through the missing evidence, capability, or authority and the conclusion it prevents.
Deliver the investigation as complete when the answer and its examinations satisfy those requirements. Base that judgment on the evidence obtained and the work performed.
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